public void Run(IPersonWrapper person, int sampleSize)
{
if (person == null)
{
throw new ArgumentNullException("person");
}
person.ResetRandom(0);
if (Global.Configuration.IsInEstimationMode)
{
// if (!_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode) {
// return;
// }
if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME)
{
return;
}
}
ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(person.Id);
if (_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode)
{
if (person.UsualWorkParcel == null)
{
return;
}
bool choseHome = person.UsualWorkParcelId == person.Household.ResidenceParcelId; // JLB 20120329 added these two lines
IParcelWrapper chosenParcel = choseHome ? null : person.UsualWorkParcel;
//RunModel(choiceProbabilityCalculator, person, sampleSize, person.UsualWorkParcel);
RunModel(choiceProbabilityCalculator, person, sampleSize, chosenParcel, choseHome); // JLB 20120329 replaced above line
// when chosenParcel is null:
// DestinationSampler doesn't try to assign one of the sampled destinations as chosen
// choseHome is NOT null, and RunModel sets the oddball location as chosen
choiceProbabilityCalculator.WriteObservation();
}
else
{
RunModel(choiceProbabilityCalculator, person, sampleSize);
ChoiceProbabilityCalculator.Alternative chosenAlternative = choiceProbabilityCalculator.SimulateChoice(person.Household.RandomUtility);
ParcelWrapper choice = (ParcelWrapper)chosenAlternative.Choice;
person.WorkLocationLogsum = chosenAlternative.ComputeLogsum();
person.UsualWorkParcelId = choice.Id;
person.UsualWorkParcel = choice;
person.UsualWorkZoneKey = ChoiceModelFactory.ZoneKeys[choice.ZoneId];
SkimValue skimValue = ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, 1, person.Household.ResidenceParcel, choice);
person.AutoTimeToUsualWork = skimValue.Variable;
person.AutoDistanceToUsualWork = skimValue.BlendVariable;
person.SetWorkParcelPredictions();
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdWrapper household, int choice = Constants.DEFAULT_VALUE)
{
// // var distanceToTransitCappedUnderQtrMile = household.ResidenceParcel.DistanceToTransitCappedUnderQtrMile();
// // var distanceToTransitQtrToHalfMile = household.ResidenceParcel.DistanceToTransitQtrToHalfMile();
//var foodRetailServiceMedicalLogBuffer1 = household.ResidenceParcel.FoodRetailServiceMedicalLogBuffer1();
double workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
double schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership
// // const double workTourOtherLogsumDifference = 0D; // (other workers) full car ownership vs. no car ownership
//
// Stefan
double netIncome = (household.Income / 1000.0) / 2.0; // in 1000s of DKK
double userCost = 2.441 * 15.0; //annual cost to use 1 car in 1000s of DKK
bool isInCopenhagenMunicipality = household.MunicipalCode == 101;
bool municipality101 = household.MunicipalCode == 101;
bool municipality147 = household.MunicipalCode == 147;
bool municipality151 = household.MunicipalCode == 151;
bool municipality153 = household.MunicipalCode == 153;
bool municipality155 = household.MunicipalCode == 155;
bool municipality157 = household.MunicipalCode == 157;
bool municipality159 = household.MunicipalCode == 159;
bool municipality161 = household.MunicipalCode == 161;
bool municipality163 = household.MunicipalCode == 163;
bool municipality165 = household.MunicipalCode == 165;
bool municipality167 = household.MunicipalCode == 167;
bool municipality169 = household.MunicipalCode == 169;
bool municipality173 = household.MunicipalCode == 173;
bool municipality175 = household.MunicipalCode == 175;
bool municipality183 = household.MunicipalCode == 183;
bool municipality185 = household.MunicipalCode == 185;
bool municipality187 = household.MunicipalCode == 187;
bool municipality190 = household.MunicipalCode == 190;
bool municipality201 = household.MunicipalCode == 201;
bool municipality210 = household.MunicipalCode == 210;
bool municipality217 = household.MunicipalCode == 217;
bool municipality219 = household.MunicipalCode == 219;
bool municipality223 = household.MunicipalCode == 223;
bool municipality230 = household.MunicipalCode == 230;
bool municipality240 = household.MunicipalCode == 240;
bool municipality250 = household.MunicipalCode == 250;
bool municipality253 = household.MunicipalCode == 253;
bool municipality259 = household.MunicipalCode == 259;
bool municipality260 = household.MunicipalCode == 260;
bool municipality265 = household.MunicipalCode == 265;
bool municipality269 = household.MunicipalCode == 269;
bool municipality270 = household.MunicipalCode == 270;
bool municipality336 = household.MunicipalCode == 336;
bool municipality350 = household.MunicipalCode == 350;
int numberAdults = 0;
int numberChildren = 0;
int numberWorkers = 0;
int sumAdultAges = 0;
double averageAdultAge = 0.0;
bool isMale = false;
foreach (PersonWrapper person in household.Persons)
{
if (person.IsWorker && person.UsualWorkParcel != null && person.UsualWorkParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//JLB 201602
//var nestedAlternative1 = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0);
//var nestedAlternative2 = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, 0, 0.0);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0, Global.Settings.Purposes.Work);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, 0, 0.0, Global.Settings.Purposes.Work);
workTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.IsDrivingAgeStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
//TODO: change the following school logsum retrievals when estimating this model after schoolTourModeTimeModel is enhanced for COMPAS2
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0, Global.Settings.Purposes.School);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, 0, 0.0, Global.Settings.Purposes.School);
schoolTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
schoolTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.Age >= 18)
{
numberAdults++;
sumAdultAges = sumAdultAges + person.Age;
isMale = person.IsMale;
if (person.PersonType == Global.Settings.PersonTypes.FullTimeWorker
//|| person.PersonType == Constants.PersonType.PART_TIME_WORKER
)
{
numberWorkers++;
}
}
else
{
numberChildren++;
}
}
averageAdultAge = sumAdultAges / Math.Max(numberAdults, 1);
// var votSegment = household.VotALSegment;
//var taSegment = household.ResidenceParcel.TransitAccessSegment();
//var aggregateLogsumDifference = // full car ownership vs. no car ownership
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment] -
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
//var distanceToStop
// = household.ResidenceParcel.GetDistanceToTransit() > 0
// ? Math.Min(household.ResidenceParcel.GetDistanceToTransit(), 2 * Global.Settings.DistanceUnitsPerMile) // JLBscale
// : 2 * Global.Settings.DistanceUnitsPerMile;
//var ruralFlag = household.ResidenceParcel.RuralFlag();
double zeroVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own0VehiclesCoefficientForAVHouseholds : 0;
double oneVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own1VehicleCoefficientForAVHouseholds : 0;
double zeroVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_DensityCoefficientForOwning0Vehicles * Math.Min(household.ResidenceBuffer2Density, 6000) : 0;
double oneVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning1Vehicle : 0;
double twoVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning2Vehicles : 0;
//var threeVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning3Vehicles : 0;
//var fourVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning4Vehicles : 0;
// 0 AUTOS
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(14, Math.Log(Math.Max(netIncome, 1)));
alternative.AddUtilityTerm(15, workTourLogsumDifference); // instead of all Stefan's work-related and logsum variables
alternative.AddUtilityTerm(90, 1); //calibration constant
alternative.AddUtilityTerm(100, zeroVehAVEffect);
alternative.AddUtilityTerm(100, zeroVehSEEffect);
alternative.AddUtilityTerm(101, municipality101.ToFlag());
alternative.AddUtilityTerm(102, municipality147.ToFlag());
alternative.AddUtilityTerm(103, municipality151.ToFlag());
alternative.AddUtilityTerm(104, municipality153.ToFlag());
alternative.AddUtilityTerm(105, municipality155.ToFlag());
alternative.AddUtilityTerm(106, municipality157.ToFlag());
alternative.AddUtilityTerm(107, municipality159.ToFlag());
alternative.AddUtilityTerm(108, municipality161.ToFlag());
alternative.AddUtilityTerm(109, municipality163.ToFlag());
alternative.AddUtilityTerm(110, municipality165.ToFlag());
alternative.AddUtilityTerm(111, municipality167.ToFlag());
alternative.AddUtilityTerm(112, municipality169.ToFlag());
alternative.AddUtilityTerm(113, municipality173.ToFlag());
alternative.AddUtilityTerm(114, municipality175.ToFlag());
alternative.AddUtilityTerm(115, municipality183.ToFlag());
alternative.AddUtilityTerm(116, municipality185.ToFlag());
alternative.AddUtilityTerm(117, municipality187.ToFlag());
alternative.AddUtilityTerm(118, municipality190.ToFlag());
alternative.AddUtilityTerm(119, municipality201.ToFlag());
alternative.AddUtilityTerm(120, municipality210.ToFlag());
alternative.AddUtilityTerm(121, municipality217.ToFlag());
alternative.AddUtilityTerm(122, municipality219.ToFlag());
alternative.AddUtilityTerm(123, municipality223.ToFlag());
alternative.AddUtilityTerm(124, municipality230.ToFlag());
alternative.AddUtilityTerm(125, municipality240.ToFlag());
alternative.AddUtilityTerm(126, municipality250.ToFlag());
alternative.AddUtilityTerm(127, municipality253.ToFlag());
alternative.AddUtilityTerm(128, municipality259.ToFlag());
alternative.AddUtilityTerm(129, municipality260.ToFlag());
alternative.AddUtilityTerm(130, municipality265.ToFlag());
alternative.AddUtilityTerm(131, municipality269.ToFlag());
alternative.AddUtilityTerm(132, municipality270.ToFlag());
alternative.AddUtilityTerm(133, municipality336.ToFlag());
alternative.AddUtilityTerm(134, municipality350.ToFlag());
// 1 AUTO
double beta010 = -6.59;
double beta011 = 4.25;
double beta012 = 5.53;
double beta013 = 6.54;
double beta014 = 1.17;
double beta015 = 0.54;
double beta016 = 0.81;
double beta017 = 1.20;
double beta018 = -0.54;
double beta019 = 0.0;
double beta020 = 0.45;
double beta021 = 0.0;
double beta022 = -0.04;
double beta023 = 0.57;
double beta024 = 0.18;
double beta025 = -0.82;
double stefanOneCarUtility =
beta010 * 1.0 +
beta011 * household.Has1Driver.ToFlag() +
beta012 * household.Has2Drivers.ToFlag() +
beta013 * (household.Has3Drivers || household.Has4OrMoreDrivers).ToFlag() +
beta014 * Math.Log(Math.Max(netIncome - userCost, 1)) +
beta015 * (numberChildren == 1).ToFlag() +
beta016 * (numberChildren == 2).ToFlag() +
beta017 * (numberChildren > 2).ToFlag() +
beta018 * (numberAdults == 1 && !isMale).ToFlag() +
beta019 * (numberAdults == 1 && isMale).ToFlag() +
beta020 * averageAdultAge / 10.0 +
beta021 * Math.Pow(averageAdultAge / 10.0, 2.0) +
beta022 * 0 + //household.ResidenceParcel.PSearchTime16_17 + // Add this when new parcel variables with seach time are available
beta023 * household.ResidenceParcel.DistanceToLocalBus +
beta024 * household.ResidenceParcel.DistanceToExpressBus +
beta025 * isInCopenhagenMunicipality.ToFlag() +
0;
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
//Stefan
//alternative.AddUtilityTerm(10, 1.0);
//alternative.AddUtilityTerm(11, household.Has1Driver.ToFlag());
//alternative.AddUtilityTerm(12, household.Has2Drivers.ToFlag());
//alternative.AddUtilityTerm(13, (household.Has3Drivers || household.Has4OrMoreDrivers).ToFlag());
//alternative.AddUtilityTerm(14, Math.Log(Math.Max(netIncome - userCost, 1)));
//alternative.AddUtilityTerm(15, (numberChildren == 1).ToFlag());
//alternative.AddUtilityTerm(16, (numberChildren == 2).ToFlag());
//alternative.AddUtilityTerm(17, (numberChildren > 2).ToFlag());
//alternative.AddUtilityTerm(18, (numberAdults == 1 && !isMale).ToFlag());
//alternative.AddUtilityTerm(19, (numberAdults == 1 && isMale).ToFlag());
//alternative.AddUtilityTerm(20, averageAdultAge / 10.0);
//alternative.AddUtilityTerm(21, Math.Pow(averageAdultAge / 10.0, 2.0));
////alternative.AddUtilityTerm(22, household.ResidenceParcel.PSearchTime16_17); // Add this when new parcel variables with seach time are available
//alternative.AddUtilityTerm(23, household.ResidenceParcel.DistanceToLocalBus);
//alternative.AddUtilityTerm(24, household.ResidenceParcel.DistanceToExpressBus);
//alternative.AddUtilityTerm(25, isInCopenhagenMunicipality.ToFlag());
alternative.AddUtilityTerm(26, stefanOneCarUtility); //this composite replaces above separate terms 10-25
alternative.AddUtilityTerm(27, workTourLogsumDifference * household.HasMoreDriversThan1.ToFlag()); // instead of all Stefan's work-related and logsum variables
alternative.AddUtilityTerm(91, 1); //calibration constant
alternative.AddUtilityTerm(100, oneVehAVEffect);
alternative.AddUtilityTerm(100, oneVehSEEffect);
//alternative.AddUtilityTerm(24, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(25, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(26, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(27, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// 2+ AUTOS
double beta040 = -9.540;
double beta041 = 2.79;
double beta042 = 6.09;
double beta043 = 7.77;
double beta045 = 0.35;
double beta046 = 0.81;
double beta047 = 1.33;
double beta048 = -1.13;
double beta049 = 0.60;
double beta050 = 0.92;
double beta051 = -0.05;
double beta052 = -0.09;
double beta053 = 0.94;
double beta054 = 0.31;
double beta055 = -1.54;
double stefanTwoCarUtility =
beta040 * 1.0 +
beta041 * household.Has1Driver.ToFlag() +
beta042 * household.Has2Drivers.ToFlag() +
beta043 * (household.Has3Drivers || household.Has4OrMoreDrivers).ToFlag() +
beta014 * Math.Log(Math.Max(netIncome - userCost * 2.0, 1)) +
beta045 * (numberChildren == 1).ToFlag() +
beta046 * (numberChildren == 2).ToFlag() +
beta047 * (numberChildren > 2).ToFlag() +
beta048 * (numberAdults == 1 && !isMale).ToFlag() +
beta049 * (numberAdults == 1 && isMale).ToFlag() +
beta050 * averageAdultAge / 10.0 +
beta051 * Math.Pow(averageAdultAge / 10.0, 2.0) +
beta052 * 0 + //household.ResidenceParcel.PSearchTime16_17 + // Add this when new parcel variables with seach time are available
beta053 * household.ResidenceParcel.DistanceToLocalBus +
beta054 * household.ResidenceParcel.DistanceToExpressBus +
beta055 * isInCopenhagenMunicipality.ToFlag() +
0;
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 2);
alternative.Choice = 2;
//Stefan
//alternative.AddUtilityTerm(40, 1.0);
//alternative.AddUtilityTerm(41, household.Has1Driver.ToFlag());
//alternative.AddUtilityTerm(42, household.Has2Drivers.ToFlag());
//alternative.AddUtilityTerm(43, (household.Has3Drivers || household.Has4OrMoreDrivers).ToFlag());
//alternative.AddUtilityTerm(14, Math.Log(Math.Max(netIncome - userCost * 2.0, 1)));
//alternative.AddUtilityTerm(45, (numberChildren == 1).ToFlag());
//alternative.AddUtilityTerm(46, (numberChildren == 2).ToFlag());
//alternative.AddUtilityTerm(47, (numberChildren > 2).ToFlag());
//alternative.AddUtilityTerm(48, (numberAdults == 1 && !isMale).ToFlag());
//alternative.AddUtilityTerm(49, (numberAdults == 1 && isMale).ToFlag());
//alternative.AddUtilityTerm(50, averageAdultAge / 10.0);
//alternative.AddUtilityTerm(51, Math.Pow(averageAdultAge / 10.0, 2.0));
////alternative.AddUtilityTerm(52, household.ResidenceParcel.PSearchTime16_17); // Add this when new parcel variables with seach time are available
//alternative.AddUtilityTerm(53, household.ResidenceParcel.DistanceToLocalBus);
//alternative.AddUtilityTerm(54, household.ResidenceParcel.DistanceToExpressBus);
//alternative.AddUtilityTerm(55, isInCopenhagenMunicipality.ToFlag());
alternative.AddUtilityTerm(56, stefanTwoCarUtility); //this composite replaces above separate terms 40-55
//alternative.AddUtilityTerm(57, workTourLogsumDifference);
alternative.AddUtilityTerm(92, 1); //new calibration constant - must be constrained to 0 in estimation
alternative.AddUtilityTerm(100, twoVehSEEffect);
alternative.AddUtilityTerm(201, municipality101.ToFlag());
alternative.AddUtilityTerm(202, municipality147.ToFlag());
alternative.AddUtilityTerm(203, municipality151.ToFlag());
alternative.AddUtilityTerm(204, municipality153.ToFlag());
alternative.AddUtilityTerm(205, municipality155.ToFlag());
alternative.AddUtilityTerm(206, municipality157.ToFlag());
alternative.AddUtilityTerm(207, municipality159.ToFlag());
alternative.AddUtilityTerm(208, municipality161.ToFlag());
alternative.AddUtilityTerm(209, municipality163.ToFlag());
alternative.AddUtilityTerm(210, municipality165.ToFlag());
alternative.AddUtilityTerm(211, municipality167.ToFlag());
alternative.AddUtilityTerm(212, municipality169.ToFlag());
alternative.AddUtilityTerm(213, municipality173.ToFlag());
alternative.AddUtilityTerm(214, municipality175.ToFlag());
alternative.AddUtilityTerm(215, municipality183.ToFlag());
alternative.AddUtilityTerm(216, municipality185.ToFlag());
alternative.AddUtilityTerm(217, municipality187.ToFlag());
alternative.AddUtilityTerm(218, municipality190.ToFlag());
alternative.AddUtilityTerm(219, municipality201.ToFlag());
alternative.AddUtilityTerm(220, municipality210.ToFlag());
alternative.AddUtilityTerm(221, municipality217.ToFlag());
alternative.AddUtilityTerm(222, municipality219.ToFlag());
alternative.AddUtilityTerm(223, municipality223.ToFlag());
alternative.AddUtilityTerm(224, municipality230.ToFlag());
alternative.AddUtilityTerm(225, municipality240.ToFlag());
alternative.AddUtilityTerm(226, municipality250.ToFlag());
alternative.AddUtilityTerm(227, municipality253.ToFlag());
alternative.AddUtilityTerm(228, municipality259.ToFlag());
alternative.AddUtilityTerm(229, municipality260.ToFlag());
alternative.AddUtilityTerm(230, municipality265.ToFlag());
alternative.AddUtilityTerm(231, municipality269.ToFlag());
alternative.AddUtilityTerm(232, municipality270.ToFlag());
alternative.AddUtilityTerm(233, municipality336.ToFlag());
alternative.AddUtilityTerm(234, municipality350.ToFlag());
//alternative.AddUtilityTerm(44, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(45, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(46, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(47, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, TourWrapper tour, int nCallsForTour, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
Framework.DomainModels.Wrappers.IPersonWrapper person = tour.Person;
Framework.DomainModels.Wrappers.IPersonDayWrapper personDay = tour.PersonDay;
int adultFemaleFlag = person.IsAdultFemale.ToFlag();
int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag();
double foodBuffer2 = tour.DestinationParcel.EmploymentFoodBuffer2;
double medBuffer2 = tour.DestinationParcel.EmploymentMedicalBuffer2;
double intDensBuffer2 = tour.DestinationParcel.IntersectionDensity34Buffer2();
double serviceBuffer2 = tour.DestinationParcel.EmploymentServiceBuffer2;
double totEmpBuffer2 = tour.DestinationParcel.EmploymentTotalBuffer2;
double totHHBuffer2 = tour.DestinationParcel.HouseholdsBuffer2;
double openSpaceBuffer2 = tour.DestinationParcel.OpenSpaceType1Buffer2;
double mixedUse = tour.DestinationParcel.MixedUse2Index2();
//var retailBuffer2 = tour.DestinationParcel.EmploymentRetailBuffer2;
//var retailBuffer1 = tour.DestinationParcel.EmploymentRetailBuffer1;
int carOwnership = person.GetCarOwnershipSegment();
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
//var carCompetitionFlag = AggregateLogsumsCalculator.GetCarCompetitionFlag(carOwnership);
int votALSegment = tour.GetVotALSegment();
int workTaSegment = tour.DestinationParcel.TransitAccessSegment();
double workAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId]
[Global.Settings.Purposes.WorkBased][carOwnership][votALSegment][workTaSegment];
double shopAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][workTaSegment];
//var mealAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId]
//[Global.Settings.Purposes.Meal][carOwnership][votALSegment][workTaSegment];
//var persBusAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId]
//[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][workTaSegment];
//var socialAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId]
//[Global.Settings.Purposes.Social][carOwnership][votALSegment][workTaSegment];
int numStopPurposes = (personDay.SimulatedEscortStops > 1).ToFlag() + (personDay.SimulatedShoppingStops > 1).ToFlag() + (personDay.SimulatedMealStops > 1).ToFlag() +
(personDay.SimulatedPersonalBusinessStops > 1).ToFlag() + (personDay.SimulatedSocialStops > 1).ToFlag() +
(personDay.SimulatedRecreationStops > 1).ToFlag() + (personDay.SimulatedMedicalStops > 1).ToFlag();
int workDestinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int workDestinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
double workLogsum = 0;
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualWorkParcel, workDestinationArrivalTime, workDestinationDepartureTime, person.Household.VehiclesAvailable);
workLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
//double logTimeAtWork = Math.Log(1 + (workDestinationDepartureTime - workDestinationArrivalTime) / 60);
//int countMandatoryKids = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 1 && personDayHH.Person.Age < 12 select personDayHH.PatternType).Count();
//int countNonMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 select personDayHH.PatternType).Count();
//int countAtHome = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 3 select personDayHH.PatternType).Count();
int countNonMandatoryKids = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 && personDayHH.Person.Age < 12 select personDayHH.PatternType).Count();
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
alternative.AddUtilityTerm(1, (nCallsForTour > 1).ToFlag());
alternative.AddUtilityTerm(3, personDay.TwoOrMoreWorkToursExist().ToFlag());
alternative.AddUtilityTerm(4, noCarsFlag);
//alternative.AddUtilityTerm(5, carCompetitionFlag);
alternative.AddUtilityTerm(6, partTimeWorkerFlag);
//alternative.AddUtilityTerm(8, (person.UsualModeToWork != Global.Settings.Modes.Sov).ToFlag());
alternative.AddUtilityTerm(10, person.TransitPassOwnership);
//alternative.AddUtilityTerm(15, logTimeAtWork);
alternative.AddUtilityTerm(17, numStopPurposes);
alternative.AddUtilityTerm(18, Math.Log(personDay.GetTotalCreatedTours() + 1));
// WORK
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, personDay.WorkStops > 0, choice == Global.Settings.Purposes.Work);
alternative.Choice = Global.Settings.Purposes.Work;
alternative.AddUtilityTerm(21, 1);
alternative.AddUtilityTerm(22, Math.Log(1 + totEmpBuffer2));
//alternative.AddUtilityTerm(23, (person.Household.Income<30000).ToFlag());
alternative.AddUtilityTerm(24, (person.Household.Has100KPlusIncome).ToFlag());
alternative.AddUtilityTerm(25, workLogsum);
// SCHOOL
//no observations in the PSRC dataset
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
alternative.Choice = Global.Settings.Purposes.School;
//alternative.AddUtilityTerm(3, 1);
// ESCORT
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, personDay.EscortStops > 0, choice == Global.Settings.Purposes.Escort);
alternative.Choice = Global.Settings.Purposes.Escort;
alternative.AddUtilityTerm(31, 1);
//alternative.AddUtilityTerm(33, k8HighSchoolQtrMileLog);
alternative.AddUtilityTerm(36, countNonMandatoryKids);
alternative.AddUtilityTerm(37, adultFemaleFlag);
//alternative.AddUtilityTerm(38, person.Household.Size);
//alternative.AddUtilityTerm(39, householdDay.Household.HouseholdTotals.ChildrenAge5Through15);
//alternative.AddUtilityTerm(40, partTimeWorkerFlag);
alternative.AddUtilityTerm(39, workLogsum);
// PERSONAL_BUSINESS
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, personDay.PersonalBusinessStops > 0, choice == Global.Settings.Purposes.PersonalBusiness);
alternative.Choice = Global.Settings.Purposes.PersonalBusiness;
alternative.AddUtilityTerm(41, 1);
//alternative.AddUtilityTerm(43, persBusAggregateLogsum);
alternative.AddUtilityTerm(45, Math.Log(1 + totEmpBuffer2));
//alternative.AddUtilityTerm(48, (person.Household.Income>90000).ToFlag());
alternative.AddUtilityTerm(49, (person.Household.HouseholdTotals.ChildrenUnder16));
// SHOPPING
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, personDay.ShoppingStops > 0, choice == Global.Settings.Purposes.Shopping);
alternative.Choice = Global.Settings.Purposes.Shopping;
alternative.AddUtilityTerm(51, 1);
//alternative.AddUtilityTerm(53, retailBuffer1);
//alternative.AddUtilityTerm(54, partTimeWorkerFlag);
alternative.AddUtilityTerm(55, (person.Household.Has100KPlusIncome).ToFlag());
alternative.AddUtilityTerm(57, person.Household.HouseholdTotals.ChildrenUnder16);
alternative.AddUtilityTerm(58, shopAggregateLogsum);
//alternative.AddUtilityTerm(59, person.Household.Size);
//alternative.AddUtilityTerm(59, (person.Household.Income<30000).ToFlag());
// MEAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, personDay.MealStops > 0, choice == Global.Settings.Purposes.Meal);
alternative.Choice = Global.Settings.Purposes.Meal;
alternative.AddUtilityTerm(71, 1);
alternative.AddUtilityTerm(73, Math.Log(1 + foodBuffer2));
alternative.AddUtilityTerm(74, mixedUse);
alternative.AddUtilityTerm(75, intDensBuffer2);
//alternative.AddUtilityTerm(76, (person.Household.Income<30000).ToFlag());
//alternative.AddUtilityTerm(77, person.Household.HouseholdTotals.ChildrenUnder16);
// SOCIAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, personDay.SocialStops > 0, choice == Global.Settings.Purposes.Social);
alternative.Choice = Global.Settings.Purposes.Social;
alternative.AddUtilityTerm(91, 1);
alternative.AddUtilityTerm(93, person.Household.HouseholdTotals.ChildrenUnder16);
alternative.AddUtilityTerm(94, (person.Age < 35).ToFlag());
//alternative.AddUtilityTerm(115, workAggregateLogsum);
alternative.AddUtilityTerm(96, Math.Log(1 + totHHBuffer2 + totEmpBuffer2));
alternative.AddUtilityTerm(97, (person.Household.Income < 30000).ToFlag());
//alternative.AddUtilityTerm(118, person.Household.Has100KPlusIncome.ToFlag());
// RECREATION
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, personDay.RecreationStops > 0, choice == Global.Settings.Purposes.Recreation);
alternative.Choice = Global.Settings.Purposes.Recreation;
alternative.AddUtilityTerm(111, 1);
alternative.AddUtilityTerm(113, person.Household.HouseholdTotals.ChildrenUnder16);
alternative.AddUtilityTerm(114, (person.Age < 35).ToFlag());
alternative.AddUtilityTerm(116, Math.Log(1 + totHHBuffer2 + totEmpBuffer2));
alternative.AddUtilityTerm(117, (person.Household.Income < 30000).ToFlag());
alternative.AddUtilityTerm(118, (person.Household.Income > 100000).ToFlag());
alternative.AddUtilityTerm(119, Math.Log(1 + openSpaceBuffer2));
// MEDICAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, personDay.MedicalStops > 0, choice == Global.Settings.Purposes.Medical);
alternative.Choice = Global.Settings.Purposes.Medical;
alternative.AddUtilityTerm(121, 1);
alternative.AddUtilityTerm(123, adultFemaleFlag);
alternative.AddUtilityTerm(124, (person.Age > 65).ToFlag());
alternative.AddUtilityTerm(125, Math.Log(1 + medBuffer2));
//alternative.AddUtilityTerm(126, workAggregateLogsum);
//alternative.AddNestedAlternative(12, 1, 60);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int jHTSimulated, int genChoice, bool[,] jHTAvailable, bool[] fHTAvailable, int[][] altParticipants, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointHalfTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
PersonDayWrapper pPersonDay = null;
// set household characteristics here that don't depend on person characteristics
int hhsize = householdDay.Household.Size;
int hhinc1 = householdDay.Household.Income <= 300000 ? 1 : 0;
int hhinc2 = (householdDay.Household.Income > 300000 && householdDay.Household.Income <= 600000) ? 1 : 0;
int hhinc3 = (householdDay.Household.Income > 600000 && householdDay.Household.Income <= 900000) ? 1 : 0;
//int hhinc4 = (householdDay.Household.Income > 900000 && householdDay.Household.Income <= 1200000) ? 1 : 0;
int hhinc4 = (householdDay.Household.Income > 900000) ? 1 : 0;
IParcelWrapper[] pUsualLocation = new IParcelWrapper[6];
int[] pPatternType = new int[6];
int[] pConstant = new int[6];
int[] pType9 = new int[6];
int[] pType8 = new int[6];
int[] pType7 = new int[6];
int[] pType6 = new int[6];
int[] pType5 = new int[6];
int[] pType4 = new int[6];
int[] pType3 = new int[6];
int[] pType2 = new int[6];
int[] pType1 = new int[6];
int[] pAdult = new int[6];
int[] pAdultWithChildrenUnder16 = new int[6];
int[] pAdultFemale = new int[6];
int[] pAdultNonMandatory = new int[6];
int[] pType7AgeUnder12 = new int[6];
int[] pType7Age12Plus = new int[6];
int[] pAgeUnder12 = new int[6];
int[] pType8Mandatory = new int[6];
int[] pType8NonMandatory = new int[6];
int[] pType7Mandatory = new int[6];
int[] pType7NonMandatory = new int[6];
int[] pAgeUnder16 = new int[6];
int[] pYouthMandatory = new int[6];
int[] pYouthNonMandatory = new int[6];
int[] pYouth = new int[6];
int[] pAdultMandatory = new int[6];
int[] pMandatory = new int[6];
int[] pNonMandatory = new int[6];
bool[] pHasMandatoryTourToUsualLocation = new bool[6];
bool[] pIsDrivingAge = new bool[6];
int count = 0;
foreach (PersonDayWrapper personDay in orderedPersonDays)
{
count++;
if (count <= 5)
{
if (count == 1)
{
pPersonDay = personDay;
}
// set characteristics here that depend on person characteristics
if (personDay.Person.IsFullOrPartTimeWorker)
{
pUsualLocation[count] = personDay.Person.UsualWorkParcel;
}
else if (personDay.Person.IsStudent)
{
pUsualLocation[count] = personDay.Person.UsualSchoolParcel;
}
else if (personDay.Person.IsWorker && personDay.Person.IsNotFullOrPartTimeWorker)
{
pUsualLocation[count] = personDay.Person.UsualWorkParcel;
}
else
{
pUsualLocation[count] = personDay.Household.ResidenceParcel;
}
pPatternType[count] = personDay.PatternType;
pConstant[count] = 1;
pType9[count] = personDay.Person.IsChildUnder16.ToFlag(); // not one og Type 1 to 8
pType8[count] = personDay.Person.IsChildUnder5.ToFlag(); // All ACTUM TU persons are one of Type 1 to 8
pType7[count] = personDay.Person.IsChildAge5Through15.ToFlag();
pType6[count] = personDay.Person.IsDrivingAgeStudent.ToFlag();
pType5[count] = personDay.Person.IsUniversityStudent.ToFlag();
pType4[count] = personDay.Person.IsNonworkingAdult.ToFlag();
pType3[count] = personDay.Person.IsRetiredAdult.ToFlag();
pType2[count] = personDay.Person.IsPartTimeWorker.ToFlag();
pType1[count] = personDay.Person.IsFulltimeWorker.ToFlag();
pAdult[count] = personDay.Person.IsAdult.ToFlag();
pAdultWithChildrenUnder16[count] = (personDay.Person.IsAdult && personDay.Household.HasChildrenUnder16).ToFlag(); // THIS person is adult and HH has child. under 16
pAdultFemale[count] = personDay.Person.IsAdultFemale.ToFlag();
pAdultNonMandatory[count] = (personDay.Person.IsAdult && personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pType7AgeUnder12[count] = (personDay.Person.IsChildAge5Through15 && personDay.Person.Age < 12).ToFlag(); // THIS person is both 5-15 AND below 12
pType7Age12Plus[count] = (personDay.Person.IsChildAge5Through15 && personDay.Person.Age >= 12).ToFlag();
pAgeUnder12[count] = (personDay.Person.Age < 12).ToFlag();
pAgeUnder16[count] = (personDay.Person.Age < 16).ToFlag();
pType8Mandatory[count] = (personDay.Person.IsChildUnder5 && personDay.PatternType == Global.Settings.PatternTypes.Mandatory).ToFlag();
pType8NonMandatory[count] = (personDay.Person.IsChildUnder5 && personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pType7Mandatory[count] = (personDay.Person.IsChildAge5Through15 && personDay.PatternType == Global.Settings.PatternTypes.Mandatory).ToFlag();
pType7NonMandatory[count] = (personDay.Person.IsChildAge5Through15 && personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pYouthMandatory[count] = (!personDay.Person.IsChildUnder5 && !personDay.Person.IsAdult && personDay.PatternType == Global.Settings.PatternTypes.Mandatory).ToFlag();
pYouthNonMandatory[count] = (!personDay.Person.IsChildUnder5 && !personDay.Person.IsAdult && personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pYouth[count] = (!personDay.Person.IsChildUnder5 && !personDay.Person.IsAdult).ToFlag();
pAdultMandatory[count] = (personDay.Person.IsAdult && personDay.PatternType == Global.Settings.PatternTypes.Mandatory).ToFlag();
pMandatory[count] = (personDay.PatternType == Global.Settings.PatternTypes.Mandatory).ToFlag();
pNonMandatory[count] = (personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pHasMandatoryTourToUsualLocation[count] = personDay.HasMandatoryTourToUsualLocation;
pIsDrivingAge[count] = personDay.Person.IsDrivingAge;
}
}
int componentIndex = 0;
//Create person utility components
int[] componentPerson = new int[6];
for (int p = 1; p <= 5; p++)
{
// create component for basic person-purposes
componentIndex++;
componentPerson[p] = componentIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentPerson[p]);
// these are dummies compared to base one, i.e. Type 5+6 in one.
// OBS! - We apply "Adult Mandatory" as the base
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(1, pAdultMandatory[p]); // impact of adult with mandatory travel
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(2, pAdultNonMandatory[p]); // impact of adult with non-mandatory travel
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(3, pType8Mandatory[p]); // impact of child under 5 with mandatory travel
//GV: not significant, 14. june 2016
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(4, pType8NonMandatory[p]); // impact of child under 5 with non-mandatory travel
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(04, pYouthMandatory[p]); // impact of youth with mandatory travel
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(05, pYouthNonMandatory[p]); // impact of youth with non-mandatory travel
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(5, pType7Mandatory[p]); // impact of Child5-16 with mandatory travel
//GV: not significant, 14. june 2016
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(6, pType7NonMandatory[p]); // impact of Child5-16 with non-mandatory travel
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(7, pAdultFemale[p]); //female
}
//create two-way match interaction utility components
int[,] componentMatch = new int[6, 6];
int[,] iMatchAgeUnder12 = new int[6, 6];
int[,] iMatchAgeUnder16 = new int[6, 6];
int[,] iMatchAgeUnder5 = new int[6, 6];
int[,] iMatchAge5to16 = new int[6, 6];
int[,] iMatchAdult = new int[6, 6];
int[,] iMatchAdultWithChildrenUnder16 = new int[6, 6];
int[,] iMatchAdultWithChildrenUnder5 = new int[6, 6];
int[,] iMatchAdultMandatory = new int[6, 6];
int[,] iMatchAdultNonMandatory = new int[6, 6];
int[,] iMatchMandatory = new int[6, 6];
int[,] iMatchNonMandatory = new int[6, 6];
int[,] iMatchAdultMandatoryAndAdultMandatory = new int[6, 6];
int[,] iMatchAdultNonMandatoryAndAdultNonMandatory = new int[6, 6];
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 < t2; t1++)
{
// iMatch joints only persons of the same type
// lets the base alt, be adult*adult
iMatchAgeUnder12[t1, t2] = pAgeUnder12[t1] * pAgeUnder12[t2]; // children under 12
iMatchAgeUnder16[t1, t2] = pAgeUnder16[t1] * pAgeUnder16[t2]; // children under 16
iMatchAgeUnder5[t1, t2] = pType8[t1] * pType8[t2]; // children under 5
iMatchAge5to16[t1, t2] = pType7[t1] * pType7[t2]; // children 5 to 16
iMatchAdult[t1, t2] = pAdult[t1] * pAdult[t2]; // two adults (very important but difficult to understand)
iMatchAdultMandatory[t1, t2] = pAdultMandatory[t1] * pAdultMandatory[t2]; // two adults with mandatory travel
iMatchAdultNonMandatory[t1, t2] = pAdultNonMandatory[t1] * pAdultNonMandatory[t2]; // two adults with non-mandatory travel
iMatchMandatory[t1, t2] = pMandatory[t1] * pMandatory[t2]; //those with mandatory
iMatchNonMandatory[t1, t2] = pNonMandatory[t1] * pNonMandatory[t2]; //those tith non-mandatory
//iMatchAdultWithChildrenUnder16[t1, t2] = pAdultWithChildrenUnder16[t1] * pAdultWithChildrenUnder16[t2];
iMatchAdultWithChildrenUnder16[t1, t2] = pAdult[t1] * pType7[t2]; //adult plus child 5-16
iMatchAdultWithChildrenUnder5[t1, t2] = pAdult[t1] * pType8[t2]; //adult plus child5
iMatchAdultMandatoryAndAdultMandatory[t1, t2] = pAdultMandatory[t1] * pAdultMandatory[t2]; //2 adults with Mandatory
iMatchAdultNonMandatoryAndAdultNonMandatory[t1, t2] = pAdultNonMandatory[t1] * pAdultNonMandatory[t2]; //2 adults with Mandatory
//create and populate components
// OBS! - We apply "Adult * Adult" as the base
componentIndex++;
componentMatch[t1, t2] = componentIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentMatch[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(21, iMatchAgeUnder5[t1, t2]);
//GV: 14. jine 2016, not sign.
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(22, iMatchAge5to16[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(23, iMatchAdultMandatoryAndAdultMandatory[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(24, iMatchAdultNonMandatoryAndAdultNonMandatory[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(23, iMatchAdult[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(24, iMatchAdultMandatory[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(25, iMatchAdultNonMandatory[t1, t2]);
// commented out 22nd, but they work well
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(26, iMatchMandatory[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(27, iMatchNonMandatory[t1, t2]);
}
}
//create two-way cross interaction utility components
int[,] componentCross = new int[6, 6];
int[,] iCrossAgeUnderTwelveAndAdult = new int[6, 6];
int[,] iCrossAgeUnderTwelveAndAdultNonMandatory = new int[6, 6];
int[,] iCrossAdultWithChildUnder5 = new int[6, 6];
int[,] iCrossAdultWithChild5to16 = new int[6, 6];
int[,] iCrossAdultFemaleWithChildUnder5 = new int[6, 6];
int[,] iCrossAdultFemaleWithChild5to16 = new int[6, 6];
int[,] iCrossAdultMandatoryAndAdultNonMandatory = new int[6, 6];
int[,] iCrossAdultMandatoryAndAdultMandatory = new int[6, 6];
int[,] iCrossAdultNonMandatoryAndAdultNonMandatory = new int[6, 6];
int[,] iCrossYouthAndChildUnder5 = new int[6, 6];
int[,] iCrossChild5to16AndChildUnder5 = new int[6, 6];
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 <= 5; t1++)
{
if (!(t1 == t2))
{
//populate cross variables
// again, one is base, all others are dummies
iCrossAdultWithChildUnder5[t1, t2] = pAdult[t1] * pType8[t2]; //adult plus child5
iCrossAdultWithChild5to16[t1, t2] = pAdult[t1] * pType7[t2]; //adult plus child 5-16
iCrossAdultFemaleWithChildUnder5[t1, t2] = pAdultFemale[t1] * pType8[t2]; //adult mom plus child5
iCrossAdultFemaleWithChild5to16[t1, t2] = pAdult[t1] * pType7[t2]; //adult mom plus child 5-16
iCrossAgeUnderTwelveAndAdult[t1, t2] = pAgeUnder12[t1] * pAdult[t2];
iCrossAgeUnderTwelveAndAdultNonMandatory[t1, t2] = pAgeUnder12[t1] * pAdultNonMandatory[t2];
iCrossAdultMandatoryAndAdultNonMandatory[t1, t2] = pAdultMandatory[t1] * pAdultNonMandatory[t2];
iCrossAdultMandatoryAndAdultMandatory[t1, t2] = pAdultMandatory[t1] * pAdultMandatory[t2];
iCrossAdultNonMandatoryAndAdultNonMandatory[t1, t2] = pAdultNonMandatory[t1] * pAdultNonMandatory[t2];
iCrossYouthAndChildUnder5[t1, t2] = pYouth[t1] * pType8[t2];
iCrossChild5to16AndChildUnder5[t1, t2] = pType7[t1] * pType8[t2];
//create and populate cross components
// OBS! - We apply "Adult Mandatory * Adult Non-mandatory" as the base
componentIndex++;
componentCross[t1, t2] = componentIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentCross[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(41, iCrossAdultWithChildUnder5[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(42, iCrossAdultWithChild5to16[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(43, iCrossAdultMandatoryAndAdultNonMandatory[t1, t2]);
//GV: 14. june 2016, not sign.
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(46, iCrossAdultFemaleWithChildUnder5[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(47, iCrossYouthAndChildUnder5[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(47, iCrossChild5to16AndChildUnder5[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(45, iCrossAdultFemaleWithChild5to16[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(41, iCrossAgeUnderTwelveAndAdult[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(42, iCrossAgeUnderTwelveAndAdultNonMandatory[t1, t2]);
}
}
}
//Generate utility funtions for the alternatives
bool[] available = new bool[32];
bool[] chosen = new bool[32];
bool[] threeParticipants = new bool[32];
bool[] fourPlusParticipants = new bool[32];
for (int alt = 0; alt < 32; alt++)
{
available[alt] = false;
chosen[alt] = false;
// set availability based on household size
if (hhsize >= altParticipants[alt][6])
{
available[alt] = true;
}
// restrict availability based on person unavailability
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && (jHTAvailable[genChoice - 1, i] == false || fHTAvailable[i] == false))
{
available[alt] = false;
}
}
// restrict availability to cases where all non-adult participants have same usual location
// first determine first non-adult's usual location
IParcelWrapper sameUsualLocation = householdDay.Household.ResidenceParcel;
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && pPatternType[i] == 1 && pUsualLocation[i] != null && pUsualLocation[i].Id > 0 && !(pAdult[i] == 1))
{
sameUsualLocation = pUsualLocation[i];
break;
}
}
// then make alt unavailable if any M-Usual participant has a different usualLocation
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && pHasMandatoryTourToUsualLocation[i] && !(pUsualLocation[i] == sameUsualLocation) && !(pAdult[i] == 1))
{
available[alt] = false;
break;
}
}
// restrict availability of alts that include less than 2 participants
if (altParticipants[alt][7] < 2)
{
available[alt] = false;
}
// restrict availability if 2+ participants lack tour to usual location
int numberLackMandatoryTourToUsualLocation = 0;
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && !pHasMandatoryTourToUsualLocation[i])
{
numberLackMandatoryTourToUsualLocation++;
}
}
if (numberLackMandatoryTourToUsualLocation > 1)
{
available[alt] = false;
}
// require at least one driving age (as chauffeur) //GV:out july 2013
//int numberDrivingAge = 0;
//for (int i = 1; i <= 5; i++) {
// if (altParticipants[alt][i] == 1 && pIsDrivingAge[i]) {
// numberDrivingAge++;
// }
//}
//if (numberDrivingAge == 0) {
// available[alt] = false;
//}
double tourLogsum;
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//var nestedAlternative = ActumWorkTourModeModel.RunNested(pPersonDay, pPersonDay.Household.ResidenceParcel, sameUsualLocation, destinationArrivalTime, destinationDepartureTime, pPersonDay.Household.VehiclesAvailable);
//var nestedAlternative = (Global.ChoiceModelDictionary.Get("ActumWorkTourModeModel") as ActumWorkTourModeModel).RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(pPersonDay, pPersonDay.Household.ResidenceParcel, sameUsualLocation, destinationArrivalTime, destinationDepartureTime, pPersonDay.Household.VehiclesAvailable);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(pPersonDay, pPersonDay.Household.ResidenceParcel, sameUsualLocation, destinationArrivalTime, destinationDepartureTime, pPersonDay.Household.VehiclesAvailable);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(pPersonDay, pPersonDay.Household.ResidenceParcel, sameUsualLocation, destinationArrivalTime, destinationDepartureTime, pPersonDay.Household.VehiclesAvailable, Global.Settings.Purposes.Work);
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
// determine choice
if (choice == alt)
{
chosen[alt] = true;
}
//Get the alternative
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alt, available[alt], chosen[alt]);
alternative.Choice = alt;
//Add utility terms that are not in components
//alternative.AddUtilityTerm(399, 0);
// OBS!!! This is new - 21nd January 2013 - it sais that these tris are less expected to be done with 3 or 4+ persons (compared to to people)
alternative.AddUtilityTerm(59, altParticipants[alt][7] >= 3 ? 1 : 0);
//alternative.AddUtilityTerm(60, altParticipants[alt][7] >= 4 ? 1 : 0); // OBS! no observations with 4+ HHsize
alternative.AddUtilityTerm(58, tourLogsum);
//Add utility components
for (int p = 1; p <= 5; p++)
{
if (altParticipants[alt][p] == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]));
}
}
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 < t2; t1++)
{
if (altParticipants[alt][t1] == 1 && altParticipants[alt][t2] == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]));
}
}
}
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 <= 5; t1++)
{
if (!(t1 == t2))
{
if (altParticipants[alt][t1] == 1 && altParticipants[alt][t2] == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]));
}
}
}
}
}
}
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency)
{
if (sampleItem == null)
{
throw new ArgumentNullException("sampleItem");
}
ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative;
if (!alternative.Available)
{
return;
}
IHouseholdWrapper household = _tour.Household;
IPersonWrapper person = _tour.Person;
//var personDay = _tour.PersonDay;
bool householdHasChildren = household.HasChildren;
bool householdHasNoChildren = householdHasChildren ? false : true;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId];
int jointTourFlag = (_tour.JointTourSequence > 0).ToFlag();
double fastestTravelTime =
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, _tour.OriginParcel, destinationParcel).Variable +
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, destinationParcel, _tour.OriginParcel).Variable;
if (fastestTravelTime >= _maxAvailableMinutes)
{
alternative.Available = false;
return;
}
alternative.Choice = destinationParcel;
//double tourLogsum = 0;
double jointTourLogsum = 0;
double workTourLogsum = 0;
double otherTourLogsum = 0;
double subtourLogsum = 0;
if (_tour.IsHomeBasedTour)
{
if (_tour.DestinationPurpose == Global.Settings.Purposes.Work)
{
//var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
//var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction());
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
// else if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort) {
// var nestedAlternative = (Global.ChoiceModelDictionary.Get("HEscortTourModeModel") as HEscortTourModeModel).RunNested(_tour, destinationParcel);
// tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
// }
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <OtherHomeBasedTourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction());
if (_tour.JointTourSequence > 0)
{
jointTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
otherTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction());
subtourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = _tour.TourPurposeSegment;
//var carOwnership = person.CarOwnershipSegment;
//var votSegment = _tour.VotALSegment;
//var transitAccess = destinationParcel.TransitAccessSegment();
//var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
//var aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
//var aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.Work_BASED][carOwnership][votSegment][transitAccess];
double distanceFromOrigin = _tour.OriginParcel.DistanceFromOrigin(destinationParcel, _tour.DestinationArrivalTime);
double piecewiseDistanceFrom5To10Miles = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
double piecewiseDistanceFrom10MilesToInfinity = Math.Max(0, distanceFromOrigin - 1);
double piecewiseDistanceFrom0To1Mile = Math.Min(distanceFromOrigin, .10);
double piecewiseDistanceFrom1To5Miles = Math.Max(0, Math.Min(distanceFromOrigin - .1, .5 - .1));
double piecewiseDistanceFrom1To3AndAHalfMiles = Math.Max(0, Math.Min(distanceFromOrigin - .1, .35 - .1));
double piecewiseDistanceFrom3AndAHalfTo10Miles = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
double distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
//var distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
double distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
double timePressure = Math.Log(1 - fastestTravelTime / _maxAvailableMinutes);
// log transforms of buffers for Neighborhood effects
double logOfOnePlusEmploymentEducationBuffer1 = Math.Log(destinationParcel.EmploymentEducationBuffer1 + 1.0);
double logOfOnePlusEmploymentFoodBuffer1 = Math.Log(destinationParcel.EmploymentFoodBuffer1 + 1.0);
double logOfOnePlusEmploymentGovernmentBuffer1 = Math.Log(destinationParcel.EmploymentGovernmentBuffer1 + 1.0);
double logOfOnePlusEmploymentOfficeBuffer1 = Math.Log(destinationParcel.EmploymentOfficeBuffer1 + 1.0);
double logOfOnePlusEmploymentRetailBuffer1 = Math.Log(destinationParcel.EmploymentRetailBuffer1 + 1.0);
double logOfOnePlusEmploymentServiceBuffer1 = Math.Log(destinationParcel.EmploymentServiceBuffer1 + 1.0);
double logOfOnePlusEmploymentMedicalBuffer1 = Math.Log(destinationParcel.EmploymentMedicalBuffer1 + 1.0);
double logOfOnePlusEmploymentIndustrial_Ag_ConstructionBuffer1 = Math.Log(destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1 + 1.0);
double logOfOnePlusEmploymentTotalBuffer1 = Math.Log(destinationParcel.EmploymentTotalBuffer1 + 1.0);
double logOfOnePlusHouseholdsBuffer1 = Math.Log(destinationParcel.HouseholdsBuffer1 + 1.0);
double logOfOnePlusStudentsK12Buffer1 = Math.Log(destinationParcel.StudentsK8Buffer1 + destinationParcel.StudentsHighSchoolBuffer1 + 1.0);
double logOfOnePlusStudentsUniversityBuffer1 = Math.Log(destinationParcel.StudentsUniversityBuffer1 + 1.0);
// var EMPHOU_B = Math.Log(destinationParcel.EmploymentTotalBuffer1 + destinationParcel.HouseholdsBuffer1 + 1.0);
//var logOfOnePlusParkingOffStreetDailySpacesBuffer1 = Math.Log(1 + destinationParcel.ParkingOffStreetPaidDailySpacesBuffer1);
// connectivity attributes
//var c34Ratio = destinationParcel.C34RatioBuffer1();
//var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // exludes no cars
//var noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
//var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
alternative.AddUtilityTerm(2, sampleItem.AdjustmentFactor);
alternative.AddUtilityTerm(3, workTourLogsum);
alternative.AddUtilityTerm(4, otherTourLogsum);
alternative.AddUtilityTerm(5, jointTourLogsum);
alternative.AddUtilityTerm(6, subtourLogsum);
//subpopulation-specific terms
//alternative.AddUtilityTerm(260, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom0To1Mile);
//alternative.AddUtilityTerm(261, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom1To5Miles);
//alternative.AddUtilityTerm(262, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom5To10Miles);
//alternative.AddUtilityTerm(263, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom10MilesToInfinity);
alternative.AddUtilityTerm(260, _secondaryFlag * _workOrSchoolPatternFlag * distanceFromOriginLog);
//alternative.AddUtilityTerm(264, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom0To1Mile);
//alternative.AddUtilityTerm(265, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom1To5Miles);
//alternative.AddUtilityTerm(266, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom5To10Miles);
//alternative.AddUtilityTerm(267, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom10MilesToInfinity);
alternative.AddUtilityTerm(264, _secondaryFlag * _otherPatternFlag * distanceFromOriginLog);
alternative.AddUtilityTerm(268, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(269, household.Has0To15KIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(270, household.HasMissingIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(271, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(272, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(273, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(274, person.IsChildUnder5.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(275, (_tour.IsHomeBasedTour).ToFlag() * timePressure);
alternative.AddUtilityTerm(276, (_tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog);
//alternative.AddUtilityTerm(14, distanceFromWorkLog);
//alternative.AddUtilityTerm(277, (carCompetitionFlag + noCarCompetitionFlag) * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(278, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(279, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(280, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(281, noCarsFlag * c34Ratio);
//alternative.AddUtilityTerm(282, noCarCompetitionFlag * c34Ratio);
//alternative.AddUtilityTerm(283, (carCompetitionFlag + noCarCompetitionFlag) * logOfOnePlusParkingOffStreetDailySpacesBuffer1);
alternative.AddUtilityTerm(284, jointTourFlag * piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(285, jointTourFlag * piecewiseDistanceFrom1To5Miles);
alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom5To10Miles);
alternative.AddUtilityTerm(287, jointTourFlag * piecewiseDistanceFrom10MilesToInfinity);
if (_tour.DestinationPurpose == Global.Settings.Purposes.Work)
{
alternative.AddUtilityTerm(10, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(11, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(12, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(13, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(14, aggregateLogsumWorkBased);
// Neighborhood
alternative.AddUtilityTerm(20, logOfOnePlusEmploymentEducationBuffer1);
//alternative.AddUtilityTerm(21, logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(22, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(23, logOfOnePlusEmploymentServiceBuffer1);
alternative.AddUtilityTerm(24, logOfOnePlusEmploymentMedicalBuffer1);
alternative.AddUtilityTerm(25, logOfOnePlusHouseholdsBuffer1);
alternative.AddUtilityTerm(26, logOfOnePlusStudentsUniversityBuffer1);
alternative.AddUtilityTerm(27, logOfOnePlusStudentsK12Buffer1);
alternative.AddUtilityTerm(28, logOfOnePlusEmploymentIndustrial_Ag_ConstructionBuffer1);
// Size terms
alternative.AddUtilityTerm(30, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(31, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(32, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(33, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(34, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(35, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(36, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(37, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(38, destinationParcel.Households);
alternative.AddUtilityTerm(39, destinationParcel.GetStudentsK12());
//(for application) alternative.AddUtilityTerm(40, destinationParcel.StudentsUniversity);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(50, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(51, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(52, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(53, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(54, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(60, householdHasNoChildren.ToFlag() * logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(61, householdHasNoChildren.ToFlag() * logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(62, householdHasChildren.ToFlag() * logOfOnePlusHouseholdsBuffer1);
alternative.AddUtilityTerm(63, householdHasChildren.ToFlag() * logOfOnePlusStudentsK12Buffer1);
alternative.AddUtilityTerm(64, logOfOnePlusEmploymentTotalBuffer1);
// Size terms
alternative.AddUtilityTerm(70, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * (destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction));
alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(79, (!householdHasChildren).ToFlag() * destinationParcel.GetStudentsK12());
alternative.AddUtilityTerm(80, householdHasChildren.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(81, householdHasChildren.ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(82, householdHasChildren.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(83, householdHasChildren.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(84, householdHasChildren.ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(85, householdHasChildren.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(86, householdHasChildren.ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(87, householdHasChildren.ToFlag() * (destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction));
alternative.AddUtilityTerm(88, householdHasChildren.ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(89, householdHasChildren.ToFlag() * destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness)
{
alternative.AddUtilityTerm(90, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(91, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(92, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(93, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(94, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(100, logOfOnePlusEmploymentEducationBuffer1);
alternative.AddUtilityTerm(101, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(102, logOfOnePlusEmploymentServiceBuffer1);
//alternative.AddUtilityTerm(103, logOfOnePlusEmploymentMedicalBuffer1);
alternative.AddUtilityTerm(104, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(105, logOfOnePlusStudentsUniversityBuffer1);
alternative.AddUtilityTerm(106, logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(107, logOfOnePlusEmploymentRetailBuffer1);
// Size terms
alternative.AddUtilityTerm(110, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(111, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(112, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(113, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(114, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(115, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(116, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(117, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(118, destinationParcel.Households);
//(for application) alternative.AddUtilityTerm(119, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Shopping)
{
alternative.AddUtilityTerm(120, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(121, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(122, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(123, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(124, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(130, logOfOnePlusEmploymentEducationBuffer1);
alternative.AddUtilityTerm(131, logOfOnePlusEmploymentRetailBuffer1);
// Size terms
alternative.AddUtilityTerm(140, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(141, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(142, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(143, destinationParcel.EmploymentService);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Meal)
{
alternative.AddUtilityTerm(150, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(151, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(152, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(153, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(154, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(156, logOfOnePlusEmploymentFoodBuffer1);
//alternative.AddUtilityTerm(157, logOfOnePlusEmploymentRetailBuffer1);
alternative.AddUtilityTerm(158, logOfOnePlusEmploymentServiceBuffer1);
// Size terms
alternative.AddUtilityTerm(160, destinationParcel.EmploymentFood);
//(for application) alternative.AddUtilityTerm(161, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(162, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(163, destinationParcel.Households);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Social)
{
alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(171, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(172, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(173, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(174, aggregateLogsumHomeBased);
// Neighborhood
//alternative.AddUtilityTerm(180, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(181, logOfOnePlusEmploymentServiceBuffer1);
//alternative.AddUtilityTerm(182, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(183, logOfOnePlusStudentsK12Buffer1);
//alternative.AddUtilityTerm(184, logOfOnePlusStudentsUniversityBuffer1);
//alternative.AddUtilityTerm(185, logOfOnePlusEmploymentTotalBuffer1);
// Size terms
alternative.AddUtilityTerm(190, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(191, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(192, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(193, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(194, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(195, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(196, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(197, destinationParcel.Households);
alternative.AddUtilityTerm(198, destinationParcel.StudentsUniversity);
//(for application) alternative.AddUtilityTerm(199, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Recreation)
{
alternative.AddUtilityTerm(200, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(201, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(202, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(203, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(204, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(210, logOfOnePlusEmploymentOfficeBuffer1);
alternative.AddUtilityTerm(211, logOfOnePlusEmploymentServiceBuffer1);
alternative.AddUtilityTerm(212, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(213, logOfOnePlusStudentsK12Buffer1);
alternative.AddUtilityTerm(214, logOfOnePlusStudentsUniversityBuffer1);
//alternative.AddUtilityTerm(215, logOfOnePlusEmploymentTotalBuffer1);
// Size terms
alternative.AddUtilityTerm(220, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(221, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(222, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(223, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(224, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(225, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(226, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(227, destinationParcel.Households);
alternative.AddUtilityTerm(228, destinationParcel.StudentsUniversity);
alternative.AddUtilityTerm(229, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Medical)
{
alternative.AddUtilityTerm(230, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(231, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(232, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(233, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(234, aggregateLogsumHomeBased);
// Neighborhood
//alternative.AddUtilityTerm(240, logOfOnePlusEmploymentEducationBuffer1);
//alternative.AddUtilityTerm(241, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(242, logOfOnePlusEmploymentServiceBuffer1);
//alternative.AddUtilityTerm(243, logOfOnePlusEmploymentMedicalBuffer1);
alternative.AddUtilityTerm(244, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(245, logOfOnePlusStudentsUniversityBuffer1);
//alternative.AddUtilityTerm(246, logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(247, logOfOnePlusEmploymentRetailBuffer1);
// Size terms
//(for application) alternative.AddUtilityTerm(250, destinationParcel.EmploymentEducation);
//(for application) alternative.AddUtilityTerm(251, destinationParcel.EmploymentFood);
//(for application) alternative.AddUtilityTerm(252, destinationParcel.EmploymentGovernment);
//(for application) alternative.AddUtilityTerm(253, destinationParcel.EmploymentOffice);
//(for application) alternative.AddUtilityTerm(254, destinationParcel.EmploymentRetail);
//(for application) alternative.AddUtilityTerm(255, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(256, destinationParcel.EmploymentMedical);
//(for application) alternative.AddUtilityTerm(257, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
//(for application) alternative.AddUtilityTerm(258, destinationParcel.Households);
//(for application) alternative.AddUtilityTerm(259, destinationParcel.GetStudentsK12());
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
Framework.DomainModels.Wrappers.IHouseholdWrapper household = personDay.Household;
Framework.DomainModels.Wrappers.IPersonWrapper person = personDay.Person;
IEnumerable <PersonDayWrapper> personTypeOrderedPersonDays = householdDay.PersonDays.OrderBy(p => p.Person.PersonType).ToList().Cast <PersonDayWrapper>();
int mandatoryCount = 0;
int nonMandatoryCount = 0;
int homeCount = 0;
// int mandatoryKids = 0;
//int kidsAtHome = 0;
//int nonMandatoryKids = 0;
//int adultsAtHome = 0;
double mandatoryLogsum = 0.0;
int i = 0;
foreach (PersonDayWrapper pDay in personTypeOrderedPersonDays)
{
i++;
if (i <= 4)
{
if (pDay.PatternType == Global.Settings.PatternTypes.Mandatory)
{
mandatoryCount++;
}
else if (pDay.PatternType == Global.Settings.PatternTypes.Optional)
{
nonMandatoryCount++;
}
else
{
homeCount++;
}
}
}
/*int oldestAge = (from persons in household.Persons select persons.Age).Max();
* int youngestAge = (from persons in household.Persons select persons.Age).Min();
* int countTransitPassses = (from persons in household.Persons
* where persons.TransitPassOwnershipFlag == 1
* select persons.TransitPassOwnershipFlag).Count();*/
Framework.DomainModels.Wrappers.IParcelWrapper residenceParcel = household.ResidenceParcel;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = household.GetVotALSegment();
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
double distanceToStop
= household.ResidenceParcel.GetDistanceToTransit() > 0
? Math.Min(household.ResidenceParcel.GetDistanceToTransit(), 2 * Global.Settings.DistanceUnitsPerMile) // JLBscale
: 2 * Global.Settings.DistanceUnitsPerMile;
if (person.PersonType <= Global.Settings.PersonTypes.PartTimeWorker)
{
if (person.UsualWorkParcelId != Constants.DEFAULT_VALUE && person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
if (person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualWorkParcel, (int)person.UsualArrivalPeriodToWork, (int)person.UsualDeparturePeriodFromWork, person.Household.HouseholdTotals.DrivingAgeMembers);
mandatoryLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, person.Household.HouseholdTotals.DrivingAgeMembers);
mandatoryLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
mandatoryLogsum = 0;
}
}
else if (person.PersonType >= Global.Settings.PersonTypes.UniversityStudent)
{
if (person.UsualSchoolParcelId != 0 && person.UsualSchoolParcelId != -1 && person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
ChoiceProbabilityCalculator.Alternative schoolNestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.TwoPM, person.Household.HouseholdTotals.DrivingAgeMembers);
mandatoryLogsum = schoolNestedAlternative == null ? 0 : schoolNestedAlternative.ComputeLogsum();
}
else
{
mandatoryLogsum = 0;
}
}
bool mandatoryAvailableFlag = true;
if (personDay.Person.IsNonworkingAdult || personDay.Person.IsRetiredAdult ||
(!personDay.Person.IsWorker && !personDay.Person.IsStudent) ||
(!Global.Configuration.IsInEstimationMode && !personDay.Person.IsWorker && personDay.Person.UsualSchoolParcel == null)
)
{
mandatoryAvailableFlag = false;
}
// Pattern Type Mandatory on tour (at least one work or school tour)
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, mandatoryAvailableFlag, choice == 1);
alternative.Choice = 1;
//alternative.AddUtilityTerm(1, 1);
//alternative.AddUtilityTerm(3, (person.IsStudent && person.IsWorker).ToFlag());
//alternative.AddUtilityTerm(4, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(6, (person.Age > 5).ToFlag() * (person.Age <= 18).ToFlag());
// alternative.AddUtilityTerm(10, (mandatoryCount == 2).ToFlag());
alternative.AddUtilityTerm(11, (mandatoryCount >= 3).ToFlag());
alternative.AddUtilityTerm(12, mandatoryLogsum);
//alternative.AddUtilityTerm(13, totalAggregateLogsum);
alternative.AddUtilityTerm(15, household.Has100KPlusIncome.ToFlag());
// PatternType NonMandatory on tour (tours, but none for work or school)
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(21, 1);
alternative.AddUtilityTerm(23, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(24, person.IsDrivingAgeStudent.ToFlag());
alternative.AddUtilityTerm(25, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(26, person.IsNonworkingAdult.ToFlag());
//alternative.AddUtilityTerm(28, person.IsRetiredAdult.ToFlag());
alternative.AddUtilityTerm(29, (nonMandatoryCount == 0).ToFlag());
//alternative.AddUtilityTerm(30, (nonMandatoryKids==1).ToFlag());
alternative.AddUtilityTerm(31, ((nonMandatoryCount == 2).ToFlag()));
alternative.AddUtilityTerm(32, ((nonMandatoryCount >= 3).ToFlag()));
alternative.AddUtilityTerm(34, totalAggregateLogsum);
alternative.AddUtilityTerm(35, person.IsAdultFemale.ToFlag());
//alternative.AddUtilityTerm(37, household.Has75KPlusIncome.ToFlag());
// PatternType Home (all day)
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(45, person.IsDrivingAgeStudent.ToFlag());
alternative.AddUtilityTerm(48, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(52, (person.Age > 75).ToFlag());
alternative.AddUtilityTerm(53, (homeCount == 0).ToFlag());
alternative.AddUtilityTerm(57, (homeCount >= 2).ToFlag());
//alternative.AddUtilityTerm(58, person.IsAdultFemale.ToFlag());
// alternative.AddUtilityTerm(60, noCarsFlag + carCompetitionFlag);
alternative.AddUtilityTerm(62, distanceToStop);
//alternative.AddUtilityTerm(63, totalAggregateLogsum);
alternative.AddUtilityTerm(64, mandatoryLogsum);
//alternative.AddUtilityTerm(65, Math.Log(1+youngestAge));
//alternative.AddUtilityTerm(66, Math.Log(1+oldestAge));
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int maxPurpose, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
Framework.DomainModels.Wrappers.IHouseholdWrapper household = householdDay.Household;
Framework.DomainModels.Wrappers.IParcelWrapper residenceParcel = household.ResidenceParcel;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = household.GetVotALSegment();
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
//var mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
// var recreationAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Recreation][carOwnership][votALSegment][transitAccessSegment];
// var medicalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Medical][carOwnership][votALSegment][transitAccessSegment];
//var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
int countNonMandatory = 0;
int countMandatory = 0;
int countWorkingAtHome = 0;
int[] mandPerstype = new int[8];
int[] nonMandPerstype = new int[8];
double[] workLogsum = new double[8];
double[] schoolLogsum = new double[8];
int count = 0;
foreach (PersonDayWrapper pDay in orderedPersonDays)
{
Framework.DomainModels.Wrappers.IPersonWrapper person = pDay.Person;
count++;
if (count > 8)
{
break;
}
if (pDay.WorksAtHomeFlag == 1)
{
countWorkingAtHome++;
}
if (pDay.PatternType == 1)
{
countMandatory++;
mandPerstype[pDay.Person.PersonType - 1]++;
}
if (pDay.PatternType == 2)
{
countNonMandatory++;
nonMandPerstype[pDay.Person.PersonType - 1]++;
}
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
workLogsum[count - 1] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(pDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.Work);
workLogsum[count - 1] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
schoolLogsum[count - 1] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeModel>().RunNested(pDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.School);
schoolLogsum[count - 1] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
//alternative.AddUtilityTerm(1, (personDay.TotalCreatedTours == 1).ToFlag());
alternative.AddUtilityTerm(2, (personDay.GetTotalCreatedTours() == 2).ToFlag());
alternative.AddUtilityTerm(3, (personDay.GetTotalCreatedTours() >= 3).ToFlag());
//alternative.AddUtilityTerm(4, (personDay.TotalCreatedTours >= 4).ToFlag());
//alternative.AddUtilityTerm(5, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddUtilityTerm(6, householdDay.Household.HasChildren.ToFlag());
alternative.AddUtilityTerm(4, householdDay.Household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(5, householdDay.Household.HasChildrenAge5Through15.ToFlag());
//alternative.AddUtilityTerm(6, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//alternative.AddUtilityTerm(7, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenUnder16).ToFlag());
//alternative.AddUtilityTerm(8, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(10, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
//alternative.AddUtilityTerm(11, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
//alternative.AddUtilityTerm(12, (householdDay.Household.Income >= 900000).ToFlag());
alternative.AddUtilityTerm(13, householdDay.PrimaryPriorityTimeFlag);
alternative.AddUtilityTerm(14, personDay.Person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(15, personDay.Person.WorksAtHome.ToFlag());
//alternative.AddUtilityTerm(16, personDay.Person.IsFulltimeWorker.ToFlag());
//alternative.AddUtilityTerm(15, (personDay.Person.Gender == 1).ToFlag());
//alternative.AddUtilityTerm(10, (householdDay.Household.Size == 3).ToFlag());
//alternative.AddUtilityTerm(11, (householdDay.Household.Size == 4).ToFlag());
//alternative.AddUtilityTerm(12, (householdDay.Household.Size >= 5).ToFlag());
//alternative.AddNestedAlternative(11, 0, 200);
// WORK
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work);
alternative.Choice = Global.Settings.Purposes.Work;
alternative.AddUtilityTerm(202, 1);
//alternative.AddNestedAlternative(12, 1, 200);
// SCHOOL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
alternative.Choice = Global.Settings.Purposes.School;
alternative.AddUtilityTerm(203, 1);
//alternative.AddNestedAlternative(12, 1, 200);
// ESCORT
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, maxPurpose <= Global.Settings.Purposes.Escort && personDay.CreatedEscortTours > 0, choice == Global.Settings.Purposes.Escort);
alternative.Choice = Global.Settings.Purposes.Escort;
alternative.AddUtilityTerm(151, 1);
alternative.AddUtilityTerm(152, (personDay.CreatedEscortTours > 1).ToFlag());
//alternative.AddUtilityTerm(152, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddUtilityTerm(153, (householdDay.Household.Size == 3).ToFlag());
//alternative.AddUtilityTerm(154, (householdDay.Household.Size >= 4).ToFlag());
//alternative.AddUtilityTerm(155, (householdDay.Household.Size > 4).ToFlag());
alternative.AddUtilityTerm(155, compositeLogsum);
//alternative.AddUtilityTerm(156, (householdDay.Household.VehiclesAvailable == 0).ToFlag());
//alternative.AddNestedAlternative(12, 1, 200);
// PERSONAL_BUSINESS
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, maxPurpose <= Global.Settings.Purposes.PersonalBusiness && personDay.CreatedPersonalBusinessTours > 0, choice == Global.Settings.Purposes.PersonalBusiness);
alternative.Choice = Global.Settings.Purposes.PersonalBusiness;
alternative.AddUtilityTerm(21, 1);
//alternative.AddUtilityTerm(22, (personDay.CreatedPersonalBusinessTours > 1).ToFlag()); //GV: 30. april 2013 - goes to infinity
alternative.AddUtilityTerm(156, compositeLogsum);
//alternative.AddNestedAlternative(12, 1, 200);
// SHOPPING
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, maxPurpose <= Global.Settings.Purposes.Shopping && personDay.CreatedShoppingTours > 0, choice == Global.Settings.Purposes.Shopping);
alternative.Choice = Global.Settings.Purposes.Shopping;
alternative.AddUtilityTerm(41, 1);
//alternative.AddUtilityTerm(42, (personDay.CreatedShoppingTours > 1).ToFlag()); //GV: cannot be estimated
//alternative.AddUtilityTerm(42, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddUtilityTerm(43, (householdDay.Household.Size == 3).ToFlag());
//alternative.AddUtilityTerm(44, (householdDay.Household.Size == 4).ToFlag());
//alternative.AddUtilityTerm(45, (householdDay.Household.Size > 4).ToFlag());
//alternative.AddUtilityTerm(46, (householdDay.Household.VehiclesAvailable == 0).ToFlag());
//alternative.AddUtilityTerm(157, compositeLogsum); //GV wrong sign
//alternative.AddUtilityTerm(157, shoppingAggregateLogsum); //GV wrong sign
//alternative.AddNestedAlternative(12, 1, 200);
// MEAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, false, choice == Global.Settings.Purposes.Meal);
alternative.Choice = Global.Settings.Purposes.Meal;
alternative.AddUtilityTerm(61, 1);
alternative.AddUtilityTerm(62, (personDay.CreatedMealTours > 1).ToFlag());
//alternative.AddNestedAlternative(12, 1, 200);
// SOCIAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, maxPurpose <= Global.Settings.Purposes.Social && personDay.CreatedSocialTours > 0, choice == Global.Settings.Purposes.Social);
alternative.Choice = Global.Settings.Purposes.Social;
alternative.AddUtilityTerm(81, 1);
alternative.AddUtilityTerm(82, (personDay.CreatedSocialTours > 1).ToFlag());
//alternative.AddUtilityTerm(82, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddUtilityTerm(83, (householdDay.Household.Size == 3).ToFlag());
//alternative.AddUtilityTerm(84, (householdDay.Household.Size == 4).ToFlag());
//alternative.AddUtilityTerm(85, (householdDay.Household.Size > 4).ToFlag());
alternative.AddUtilityTerm(158, compositeLogsum);
//alternative.AddNestedAlternative(12, 1, 200);
// RECREATION
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, false, choice == Global.Settings.Purposes.Recreation);
alternative.Choice = Global.Settings.Purposes.Recreation;
alternative.AddUtilityTerm(101, 1);
//alternative.AddUtilityTerm(102, (personDay.CreatedRecreationTours > 1).ToFlag());
//alternative.AddNestedAlternative(12, 1, 60);
// MEDICAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, false, choice == Global.Settings.Purposes.Medical);
alternative.Choice = Global.Settings.Purposes.Medical;
alternative.AddUtilityTerm(121, 1);
//alternative.AddUtilityTerm(122, (personDay.CreatedMedicalTours > 1).ToFlag());
//alternative.AddNestedAlternative(11, 1, 60);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int maxPurpose, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
IPersonWrapper person = personDay.Person;
IHouseholdWrapper household = householdDay.Household;
IParcelWrapper residenceParcel = household.ResidenceParcel;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = household.GetVotALSegment();
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
// var recreationAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Recreation][carOwnership][votALSegment][transitAccessSegment];
// var medicalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Medical][carOwnership][votALSegment][transitAccessSegment];
int[] nonMandPerstype = new int[8];
int[] mandPerstype = new int[8];
//int mandatoryAdult=0;
//int mandatoryChild=0;
//int nonMandatoryWorker=0;
//int nonMandatoryNonWorker=0;
//int nonMandatoryRetired=0;
//int nonMandatoryChild=0;
int countNonMandatory = 0;
int countMandatory = 0;
double workLogsum = 0;
double schoolLogsum = 0;
//int worksAtHome=0;
int countWorkingAtHome = 0;
int workDestinationArrivalTime = 0;
int workDestinationDepartureTime = 0;
int numStopPurposes = 0;
int numTourPurposes = 0;
numTourPurposes = (personDay.CreatedEscortTours > 1).ToFlag() + (personDay.CreatedShoppingTours > 1).ToFlag() + (personDay.CreatedMealTours > 1).ToFlag() +
(personDay.CreatedPersonalBusinessTours > 1).ToFlag() + (personDay.CreatedSocialTours > 1).ToFlag() +
(personDay.CreatedRecreationTours > 1).ToFlag() + (personDay.CreatedMedicalTours > 1).ToFlag();
numStopPurposes = (personDay.SimulatedEscortStops > 1).ToFlag() + (personDay.SimulatedShoppingStops > 1).ToFlag() + (personDay.SimulatedMealStops > 1).ToFlag() +
(personDay.SimulatedPersonalBusinessStops > 1).ToFlag() + (personDay.SimulatedSocialStops > 1).ToFlag() +
(personDay.SimulatedRecreationStops > 1).ToFlag() + (personDay.SimulatedMedicalStops > 1).ToFlag();
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
workLogsum = 0;
}
else
{
workDestinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
workDestinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, workDestinationArrivalTime, workDestinationDepartureTime, household.VehiclesAvailable);
workLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
schoolLogsum = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
schoolLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//if (personDay.WorksAtHomeFlag == 1) {
// worksAtHome =1;
//}
int count = 0;
foreach (PersonDayWrapper pDay in orderedPersonDays)
{
count++;
if (count > 8)
{
break;
}
if (pDay.WorksAtHomeFlag == 1)
{
countWorkingAtHome++;
}
if (pDay.PatternType == 1)
{
countMandatory++;
}
if (pDay.PatternType == 2)
{
countNonMandatory++;
}
}
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
//alternative.AddUtilityTerm(2, (personDay.GetTotalCreatedTours()== 2).ToFlag());
//alternative.AddUtilityTerm(3, (personDay.GetTotalCreatedTours()==3).ToFlag());
alternative.AddUtilityTerm(4, (personDay.GetTotalCreatedTours() >= 4).ToFlag());
alternative.AddUtilityTerm(5, (numStopPurposes >= 1).ToFlag());
alternative.AddUtilityTerm(6, (numTourPurposes >= 2).ToFlag());
alternative.AddUtilityTerm(7, personDay.CreatedWorkTours + personDay.CreatedSchoolTours);
alternative.AddUtilityTerm(8, (personDay.JointTours));
alternative.AddUtilityTerm(9, Math.Log(1 + (workDestinationDepartureTime - workDestinationArrivalTime) / 60));
//alternative.AddUtilityTerm(10, (household.Size==1).ToFlag());
//alternative.AddNestedAlternative(11, 0, 200);
// WORK
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work);
alternative.Choice = Global.Settings.Purposes.Work;
alternative.AddUtilityTerm(198, 1);
//alternative.AddNestedAlternative(12, 1, 200);
// SCHOOL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
alternative.Choice = Global.Settings.Purposes.School;
alternative.AddUtilityTerm(199, 1);
//alternative.AddNestedAlternative(12, 1, 200);
// ESCORT
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, maxPurpose <= Global.Settings.Purposes.Escort && personDay.CreatedEscortTours > 0, choice == Global.Settings.Purposes.Escort);
alternative.Choice = Global.Settings.Purposes.Escort;
alternative.AddUtilityTerm(11, 1);
alternative.AddUtilityTerm(12, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(13, personDay.JointTours);
alternative.AddUtilityTerm(14, (personDay.EscortStops > 0).ToFlag());
alternative.AddUtilityTerm(15, (personDay.CreatedEscortTours > 1).ToFlag());
alternative.AddUtilityTerm(17, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusWorkerStudentAdultsWithChildren).ToFlag() + (
household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusAdultsOnePlusWorkersStudentsWithChildren).ToFlag());
alternative.AddUtilityTerm(20, (household.HouseholdType == Global.Settings.HouseholdTypes.OneAdultWithChildren).ToFlag());
alternative.AddUtilityTerm(25, (person.PersonType == Global.Settings.PersonTypes.PartTimeWorker).ToFlag());
alternative.AddUtilityTerm(28, (person.PersonType == Global.Settings.PersonTypes.ChildUnder5).ToFlag());
alternative.AddUtilityTerm(29, (person.PersonType == Global.Settings.PersonTypes.ChildAge5Through15).ToFlag());
alternative.AddUtilityTerm(31, (person.PersonType == Global.Settings.PersonTypes.UniversityStudent).ToFlag());
alternative.AddUtilityTerm(32, countMandatory);
// alternative.AddUtilityTerm(33, personDay.CreatedWorkTours);
//alternative.AddNestedAlternative(12, 1, 200);
// PERSONAL_BUSINESS
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, maxPurpose <= Global.Settings.Purposes.PersonalBusiness && personDay.CreatedPersonalBusinessTours > 0, choice == Global.Settings.Purposes.PersonalBusiness);
alternative.Choice = Global.Settings.Purposes.PersonalBusiness;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(43, (personDay.PersonalBusinessStops > 0).ToFlag());
alternative.AddUtilityTerm(44, personalBusinessAggregateLogsum);
alternative.AddUtilityTerm(45, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualWorkerStudent).ToFlag());
alternative.AddUtilityTerm(46, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualNonworkerNonstudent).ToFlag());
alternative.AddUtilityTerm(47, (personDay.CreatedWorkTours + personDay.CreatedSchoolTours));
// SHOPPING
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, maxPurpose <= Global.Settings.Purposes.Shopping && personDay.CreatedShoppingTours > 0, choice == Global.Settings.Purposes.Shopping);
alternative.Choice = Global.Settings.Purposes.Shopping;
alternative.AddUtilityTerm(61, 1);
alternative.AddUtilityTerm(52, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(54, (personDay.ShoppingStops > 0).ToFlag());
//alternative.AddUtilityTerm(55, Math.Log(1+person.Household.ResidenceParcel.EmploymentRetailBuffer2));
alternative.AddUtilityTerm(56, shoppingAggregateLogsum);
alternative.AddUtilityTerm(57, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
alternative.AddUtilityTerm(58, (household.HouseholdType == Global.Settings.HouseholdTypes.OnePlusWorkerStudentAdultsAndOnePlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(60, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualWorkerStudent).ToFlag());
alternative.AddUtilityTerm(69, (person.PersonType == Global.Settings.PersonTypes.UniversityStudent).ToFlag());
alternative.AddUtilityTerm(70, (household.Has100KPlusIncome).ToFlag());
// MEAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, maxPurpose <= Global.Settings.Purposes.Meal && personDay.CreatedMealTours > 0, choice == Global.Settings.Purposes.Meal);
alternative.Choice = Global.Settings.Purposes.Meal;
alternative.AddUtilityTerm(71, 1);
alternative.AddUtilityTerm(72, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(74, mealAggregateLogsum);
alternative.AddUtilityTerm(80, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualWorkerStudent).ToFlag());
alternative.AddUtilityTerm(82, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(85, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
// SOCIAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, maxPurpose <= Global.Settings.Purposes.Social && personDay.CreatedSocialTours > 0, choice == Global.Settings.Purposes.Social);
alternative.Choice = Global.Settings.Purposes.Social;
alternative.AddUtilityTerm(111, 1);
alternative.AddUtilityTerm(112, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(113, household.HouseholdTotals.ChildrenUnder16);
//alternative.AddUtilityTerm(114, socialAggregateLogsum);
alternative.AddUtilityTerm(115, Math.Log(1 + person.Household.ResidenceParcel.HouseholdsBuffer2));
alternative.AddUtilityTerm(122, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(123, (person.PersonType == Global.Settings.PersonTypes.PartTimeWorker).ToFlag());
alternative.AddUtilityTerm(126, (person.PersonType == Global.Settings.PersonTypes.ChildUnder5).ToFlag());
alternative.AddUtilityTerm(127, (person.PersonType == Global.Settings.PersonTypes.ChildAge5Through15).ToFlag());
alternative.AddUtilityTerm(130, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
// RECREATION
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, maxPurpose <= Global.Settings.Purposes.Recreation && personDay.CreatedRecreationTours > 0, choice == Global.Settings.Purposes.Recreation);
alternative.Choice = Global.Settings.Purposes.Recreation;
alternative.AddUtilityTerm(111, 1);
alternative.AddUtilityTerm(112, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(113, household.HouseholdTotals.ChildrenUnder16);
//alternative.AddUtilityTerm(114, totalAggregateLogsum);
alternative.AddUtilityTerm(115, Math.Log(1 + person.Household.ResidenceParcel.HouseholdsBuffer2));
alternative.AddUtilityTerm(122, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(123, (person.PersonType == Global.Settings.PersonTypes.PartTimeWorker).ToFlag());
alternative.AddUtilityTerm(126, (person.PersonType == Global.Settings.PersonTypes.ChildUnder5).ToFlag());
alternative.AddUtilityTerm(127, (person.PersonType == Global.Settings.PersonTypes.ChildAge5Through15).ToFlag());
alternative.AddUtilityTerm(128, (household.Has100KPlusIncome).ToFlag());
// MEDICAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, maxPurpose <= Global.Settings.Purposes.Medical && personDay.CreatedMedicalTours > 0, choice == Global.Settings.Purposes.Medical);
alternative.Choice = Global.Settings.Purposes.Medical;
alternative.AddUtilityTerm(131, 1);
alternative.AddUtilityTerm(132, Math.Log(1 + household.ResidenceParcel.EmploymentMedicalBuffer2));
alternative.AddUtilityTerm(133, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
//alternative.AddNestedAlternative(11, 1, 60);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, TourWrapper tour, HouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
{
timesStartedRunModel++;
HouseholdWrapper household = (HouseholdWrapper)tour.Household;
PersonWrapper person = (PersonWrapper)tour.Person;
PersonDayWrapper personDay = (PersonDayWrapper)tour.PersonDay;
// var totalAvailableMinutes =
// tour.ParentTour == null
// ? personDay.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay)
// : tour.ParentTour.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay);
TimeWindow timeWindow = new TimeWindow();
if (tour.JointTourSequence > 0)
{
foreach (PersonDayWrapper pDay in householdDay.PersonDays)
{
TourWrapper tInJoint = (TourWrapper)pDay.Tours.Find(t => t.JointTourSequence == tour.JointTourSequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
}
}
}
else if (tour.ParentTour == null)
{
timeWindow.IncorporateAnotherTimeWindow(personDay.TimeWindow);
}
timeWindow.SetBusyMinutes(Global.Settings.Times.EndOfRelevantWindow, Global.Settings.Times.MinutesInADay + 1);
int maxAvailableMinutes =
(tour.JointTourSequence > 0 || tour.ParentTour == null)
? timeWindow.MaxAvailableMinutesAfter(Global.Settings.Times.FiveAM)
: tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime;
// var hoursAvailableInverse =
// tour.IsHomeBasedTour
// ? (personDay.HomeBasedTours - personDay.SimulatedHomeBasedTours + 1) / (Math.Max(totalAvailableMinutes - 360, 30) / 60D)
// : 1 / (Math.Max(totalAvailableMinutes, 1) / 60D);
bool householdHasChildren = household.HasChildren;
bool householdHasNoChildren = householdHasChildren ? false : true;
int fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
int tourCategory = tour.GetTourCategory();
// var primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
int secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
int workOrSchoolPatternFlag = personDay.GetIsWorkOrSchoolPattern().ToFlag();
int otherPatternFlag = personDay.GetIsOtherPattern().ToFlag();
int jointTourFlag = (tour.JointTourSequence > 0).ToFlag();
ChoiceModelUtility.DrawRandomTourTimePeriodsActum(tour, tourCategory);
if (tour.Household.Id == 80049 && tour.PersonDay.Day == 1 && tour.Person.Sequence == 2 && tour.Sequence == 4)
{
}
int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel);
TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);
// get destination sample and perform code that used to be in SetUtilities below
Dictionary <DestinationSampler.TourSampleItem, int> sampleItems = destinationSampler.SampleAndReturnTourDestinations(tourDestinationUtilities);
int index = 0;
foreach (KeyValuePair <DestinationSampler.TourSampleItem, int> sampleItem in sampleItems)
{
bool available = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];
if (isChosen)
{
Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} Available {2} Sample item {3} of {4}", timesStartedRunModel, destinationParcel.Id, available, index, sampleItems.Count);
}
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);
if (!available)
{
continue;
}
double fastestTravelTime =
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, fastestAvailableTimeOfDay, tour.OriginParcel, destinationParcel).Variable +
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, fastestAvailableTimeOfDay, destinationParcel, tour.OriginParcel).Variable;
if (fastestTravelTime >= maxAvailableMinutes)
{
alternative.Available = false;
continue;
}
alternative.Choice = destinationParcel;
double tourLogsum;
if (tour.IsHomeBasedTour)
{
if (tour.DestinationPurpose == Global.Settings.Purposes.Work)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(tour, destinationParcel);
// JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
// JLB201406
//else if (tour.DestinationPurpose == Global.Settings.Purposes.Escort) {
// var nestedAlternative = Global.ChoiceModelSession.Get<EscortTourModeModel>().RunNested(tour, destinationParcel);
// tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
//}
else
{
// JLB201406
//var nestedAlternative = Global.ChoiceModelSession.Get<OtherHomeBasedTourModeModel>().RunNested(tour, destinationParcel);
// JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<OtherHomeBasedTourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
// JLB201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkBasedSubtourModeModel>().RunNested(tour, destinationParcel);
// JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkBasedSubtourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = tour.TourPurposeSegment;
int carOwnership = person.GetCarOwnershipSegment();
int votSegment = tour.GetVotALSegment();
int transitAccess = destinationParcel.TransitAccessSegment();
//var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
double aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
double aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.WorkBased][carOwnership][votSegment][transitAccess];
double distanceFromOrigin = tour.OriginParcel.DistanceFromOrigin(destinationParcel, tour.DestinationArrivalTime);
// 1. new from GV: Cph KM-distances
double piecewiseDistanceFrom0To1Km = Math.Min(distanceFromOrigin, .10);
double piecewiseDistanceFrom0To2Km = Math.Min(distanceFromOrigin, .20); //GV: added July 7th
double piecewiseDistanceFrom0To5Km = Math.Min(distanceFromOrigin, .50); //GV: added July 7th
double piecewiseDistanceFrom1To2Km = Math.Max(0, Math.Min(distanceFromOrigin - .1, .2 - .1));
double piecewiseDistanceFrom2To5Km = Math.Max(0, Math.Min(distanceFromOrigin - .2, .5 - .2));
double piecewiseDistanceFrom5To10Km = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
double piecewiseDistanceFrom10To20Km = Math.Max(0, Math.Min(distanceFromOrigin - 1, 2 - 1));
double piecewiseDistanceFrom20KmToInfinity = Math.Max(0, distanceFromOrigin - 2);
double piecewiseDistanceFrom10KmToInfinity = Math.Max(0, distanceFromOrigin - 1);
// 1. finished
double distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
double distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
double distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
double timePressure = Math.Log(1 - fastestTravelTime / maxAvailableMinutes);
// 2. new from GV: Cph buffers for neighborhood effects
// log transforms of buffers for Neighborhood effects
double logOfOnePlusEducationK8Buffer2 = Math.Log(destinationParcel.StudentsK8Buffer2 + 1.0);
double logOfOnePlusEducationUniStuBuffer2 = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1.0);
double logOfOnePlusEmploymentEducationBuffer2 = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1.0);
double logOfOnePlusEmploymentGovernmentBuffer2 = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1.0);
double logOfOnePlusEmploymentIndustrialBuffer2 = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + 1.0);
double logOfOnePlusEmploymentOfficeBuffer2 = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1.0);
double logOfOnePlusEmploymentRetailBuffer2 = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1.0);
double logOfOnePlusEmploymentServiceBuffer2 = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1.0);
double logOfOnePlusEmploymentAgrConstrBuffer2 = Math.Log(destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1.0);
double logOfOnePlusEmploymentJobsBuffer2 = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1.0);
double logOfOnePlusHouseholdsBuffer2 = Math.Log(destinationParcel.HouseholdsBuffer2 + 1.0);
// 2. finished
double logOfOnePlusParkingOffStreetDailySpacesBuffer1 = Math.Log(1 + destinationParcel.ParkingOffStreetPaidDailySpacesBuffer1);
// connectivity attributes
double c34Ratio = destinationParcel.C34RatioBuffer1();
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // exludes no cars
int noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
alternative.AddUtilityTerm(2, household.Id);
alternative.AddUtilityTerm(3, personDay.Day);
alternative.AddUtilityTerm(4, person.Sequence);
alternative.AddUtilityTerm(5, tour.Sequence);
alternative.AddUtilityTerm(8, adjustmentFactor);
alternative.AddUtilityTerm(9, tourLogsum);
// 3. new from GV: definition of Cph variables
//alternative.AddUtilityTerm(260, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(260, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom0To2Km); //GV: added July 7th
//alternative.AddUtilityTerm(261, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(262, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(263, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(264, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(265, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom20KmToInfinity);
//alternative.AddUtilityTerm(266, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(266, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom0To2Km); //GV: added July 7th
//alternative.AddUtilityTerm(267, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(268, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(269, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(270, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(271, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom20KmToInfinity);
//alternative.AddUtilityTerm(268, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(269, household.Has0To15KIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(270, household.HasMissingIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(271, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(272, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(273, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(274, person.IsChildUnder5.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(272, (!tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(273, (household.Income >= 300000 && household.Income < 600000).ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(274, (household.Income >= 600000 && household.Income < 900000).ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(275, (household.Income >= 900000).ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(276, person.IsChildUnder5.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
//alternative.AddUtilityTerm(277, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
//alternative.AddUtilityTerm(278, person.IsChildUnder16.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
alternative.AddUtilityTerm(279, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
//GV: 17. june 2015 male commented out
//alternative.AddUtilityTerm(280, person.IsAdultMale.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(281, person.IsAdultFemale.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(282, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(283, (tour.IsHomeBasedTour).ToFlag() * timePressure); //commented out by GV: 7th July 2013
alternative.AddUtilityTerm(284, (tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog);
//alternative.AddUtilityTerm(14, distanceFromWorkLog);
// GV commented out this - on TO DO list
//alternative.AddUtilityTerm(277, (carCompetitionFlag + noCarCompetitionFlag) * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(278, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(279, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(280, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(281, noCarsFlag * c34Ratio);
//alternative.AddUtilityTerm(282, noCarCompetitionFlag * c34Ratio);
//alternative.AddUtilityTerm(283, (carCompetitionFlag + noCarCompetitionFlag) * logOfOnePlusParkingOffStreetDailySpacesBuffer1);
//alternative.AddUtilityTerm(285, jointTourFlag * piecewiseDistanceFrom0To1Km);
//alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom0To2Km);
alternative.AddUtilityTerm(287, jointTourFlag * piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(288, jointTourFlag * piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(289, jointTourFlag * piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(290, jointTourFlag * piecewiseDistanceFrom20KmToInfinity);
// 3. finished
//4. new from GV: purpose utilities
// COMPAS puposes are: Work, Education, Escort, Shopping, Leisure, Personal business, business
// You need NO "Work" and "Education", their destinations are known in the synthetic population
if (tour.DestinationPurpose == Global.Settings.Purposes.Business)
{
//alternative.AddUtilityTerm(10, piecewiseDistanceFrom0To1Km);
//alternative.AddUtilityTerm(11, piecewiseDistanceFrom1To2Km);
//alternative.AddUtilityTerm(12, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(12, piecewiseDistanceFrom0To5Km);
alternative.AddUtilityTerm(13, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(14, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(15, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(16, aggregateLogsumWorkBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(20, logOfOnePlusEducationK8Buffer2);
//alternative.AddUtilityTerm(21, logOfOnePlusEducationUniStuBuffer2);
//alternative.AddUtilityTerm(22, logOfOnePlusEmploymentEducationBuffer2);
alternative.AddUtilityTerm(23, logOfOnePlusEmploymentGovernmentBuffer2);
//alternative.AddUtilityTerm(24, logOfOnePlusEmploymentIndustrialBuffer2);
//alternative.AddUtilityTerm(25, logOfOnePlusEmploymentOfficeBuffer2);
//alternative.AddUtilityTerm(26, logOfOnePlusEmploymentRetailBuffer2);
alternative.AddUtilityTerm(27, logOfOnePlusEmploymentServiceBuffer2);
//alternative.AddUtilityTerm(28, logOfOnePlusEmploymentAgrConstrBuffer2);
//alternative.AddUtilityTerm(29, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(30, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(31, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(32, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(33, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(34, destinationParcel.EmploymentRetail);
// GV: 35 is fixed to zero
alternative.AddUtilityTerm(35, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(36, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(37, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(38, destinationParcel.Households);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.Escort)
{
//alternative.AddUtilityTerm(50, piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(51, piecewiseDistanceFrom0To2Km);
//alternative.AddUtilityTerm(52, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(52, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(53, piecewiseDistanceFrom5To10Km);
//alternative.AddUtilityTerm(54, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(55, piecewiseDistanceFrom10KmToInfinity);
//alternative.AddUtilityTerm(55, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(56, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
alternative.AddUtilityTerm(60, householdHasNoChildren.ToFlag() * logOfOnePlusEmploymentJobsBuffer2);
//alternative.AddUtilityTerm(61, householdHasNoChildren.ToFlag() * logOfOnePlusHouseholdsBuffer2);
//alternative.AddUtilityTerm(62, householdHasChildren.ToFlag() * logOfOnePlusHouseholdsBuffer2);
//alternative.AddUtilityTerm(64, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
// GV: no observations
alternative.AddUtilityTerm(70, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
// GV: 75 is fixed to zero
alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(80, (householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(81, (householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(82, (householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(83, (householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(84, (householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
// GV 85 is fixed to zero at the moment
alternative.AddUtilityTerm(85, (householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(86, (householdHasChildren).ToFlag() * destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(87, (householdHasChildren).ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(88, (householdHasChildren).ToFlag() * destinationParcel.Households);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness)
{
alternative.AddUtilityTerm(90, piecewiseDistanceFrom0To2Km);
//alternative.AddUtilityTerm(91, piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(92, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(93, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(95, piecewiseDistanceFrom10KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(96, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(100, logOfOnePlusEmploymentEducationBuffer2);
//alternative.AddUtilityTerm(101, logOfOnePlusEmploymentGovernmentBuffer2);
//alternative.AddUtilityTerm(102, logOfOnePlusEmploymentIndustrialBuffer2);
alternative.AddUtilityTerm(103, logOfOnePlusEmploymentOfficeBuffer2);
alternative.AddUtilityTerm(104, logOfOnePlusEmploymentRetailBuffer2);
alternative.AddUtilityTerm(105, logOfOnePlusEmploymentServiceBuffer2);
//alternative.AddUtilityTerm(106, logOfOnePlusEmploymentAgrConstrBuffer2);
//alternative.AddUtilityTerm(107, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(110, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(111, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(112, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(113, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(114, destinationParcel.EmploymentRetail);
// GV 115 is fixed to zero
alternative.AddUtilityTerm(115, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(116, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(117, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(118, destinationParcel.Households);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.Shopping)
{
//alternative.AddUtilityTerm(120, piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(121, piecewiseDistanceFrom0To2Km);
alternative.AddUtilityTerm(122, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(123, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(124, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(125, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(126, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(130, logOfOnePlusEmploymentEducationBuffer2);
alternative.AddUtilityTerm(131, logOfOnePlusEmploymentRetailBuffer2);
//alternative.AddUtilityTerm(132, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(140, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(141, destinationParcel.EmploymentRetail);
// GV 142 is fixed to zero
alternative.AddUtilityTerm(142, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(143, destinationParcel.EmploymentTotal);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.Social)
{
//alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To1Km);
//alternative.AddUtilityTerm(171, piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To2Km);
alternative.AddUtilityTerm(172, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(173, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(174, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(175, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(176, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(180, logOfOnePlusEmploymentOfficeBuffer2);
alternative.AddUtilityTerm(181, logOfOnePlusEmploymentRetailBuffer2);
alternative.AddUtilityTerm(182, logOfOnePlusEmploymentServiceBuffer2);
//alternative.AddUtilityTerm(183, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(190, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(191, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(192, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(193, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(194, destinationParcel.EmploymentRetail);
// GV 195 is fixed to zero
alternative.AddUtilityTerm(195, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(196, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(197, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(198, destinationParcel.Households);
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
Framework.DomainModels.Wrappers.IHouseholdWrapper household = householdDay.Household;
Framework.DomainModels.Wrappers.IParcelWrapper residenceParcel = household.ResidenceParcel;
// set household characteristics here that don't depend on person characteristics
int hasAdultEducLevel12 = 0;
int youngestAge = 999;
double firstWorkLogsum = 0;
double secondWorkLogsum = 0;
bool firstWorkLogsumIsSet = false;
bool secondWorkLogsumIsSet = false;
int numberWorkers = 0;
int numberAdults = 0;
int numberChildren = 0;
int numberChildrenUnder5 = 0;
// set characteristics here that depend on person characteristics
foreach (PersonDayWrapper personDay in householdDay.PersonDays)
{
double workLogsum = 0;
PersonWrapper person = (PersonWrapper)personDay.Person;
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId ||
(person.PersonType != Global.Settings.PersonTypes.FullTimeWorker &&
person.PersonType != Global.Settings.PersonTypes.PartTimeWorker))
// || household.VehiclesAvailable == 0)
{
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<TourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.Work);
workLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//if (person.Age >= 18 && person.EducationLevel >= 12) {
// hasAdultEducLevel12 = 1;
//}
//if (person.Age >= 18 && person.EducationLevel < 12) {
//}
if (person.Age < youngestAge)
{
youngestAge = person.Age;
}
if (workLogsum != 0 && !firstWorkLogsumIsSet)
{
firstWorkLogsum = workLogsum;
firstWorkLogsumIsSet = true;
}
else if (workLogsum != 0 && !secondWorkLogsumIsSet)
{
secondWorkLogsum = workLogsum;
secondWorkLogsumIsSet = true;
}
if (person.Age >= 18)
{
numberAdults++;
if (person.PersonType == Global.Settings.PersonTypes.FullTimeWorker
//|| person.PersonType == Constants.PersonType.PART_TIME_WORKER
)
{
numberWorkers++;
}
}
else
{
numberChildren++;
if (person.PersonType == Global.Settings.PersonTypes.ChildUnder5)
{
numberChildrenUnder5++;
}
}
}
bool singleWorkerWithChildUnder5 = (numberAdults == numberWorkers && numberAdults == 1 &&
numberChildrenUnder5 > 0) ? true : false;
bool workingCoupleNoChildren = (numberAdults == numberWorkers && numberAdults == 2 &&
numberChildren == 0) ? true : false;
bool workingCoupleAllChildrenUnder5 = (numberAdults == numberWorkers && numberAdults == 2 &&
numberChildren > 0 && numberChildren == numberChildrenUnder5) ? true : false;
bool otherHouseholdWithPTFTWorkers = false;
if (!workingCoupleNoChildren && !workingCoupleAllChildrenUnder5 && firstWorkLogsum != 0)
{
otherHouseholdWithPTFTWorkers = true;
}
if (!workingCoupleNoChildren && !workingCoupleAllChildrenUnder5 && !otherHouseholdWithPTFTWorkers)
{
}
// var votSegment = household.VotALSegment;
//var taSegment = household.ResidenceParcel.TransitAccessSegment();
//var aggregateLogsumDifference = // full car ownership vs. no car ownership
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment] -
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
//var householdDay = (ActumHouseholdDayWrapper)tour.HouseholdDay;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = Global.Settings.VotALSegments.Medium; // TODO: calculate a VOT segment that depends on household income
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
//var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
int componentIndex = 0;
for (int pfpt = 0; pfpt < 2; pfpt++)
{
if (pfpt == 1)
{
componentIndex = 1;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
ChoiceProbabilityCalculator.Component pfptComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
pfptComponent.AddUtilityTerm(1, (householdDay.Household.Size == 3).ToFlag());
pfptComponent.AddUtilityTerm(2, (householdDay.Household.Size >= 4).ToFlag());
pfptComponent.AddUtilityTerm(3, householdDay.Household.HasChildrenUnder5.ToFlag());
pfptComponent.AddUtilityTerm(4, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenAge5Through15).ToFlag());
pfptComponent.AddUtilityTerm(5, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
pfptComponent.AddUtilityTerm(6, (householdDay.AdultsInSharedHomeStay == 2 && hasAdultEducLevel12 == 1).ToFlag());
pfptComponent.AddUtilityTerm(7, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
pfptComponent.AddUtilityTerm(8, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
pfptComponent.AddUtilityTerm(11, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
pfptComponent.AddUtilityTerm(12, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
pfptComponent.AddUtilityTerm(13, (householdDay.Household.Income >= 900000).ToFlag());
// OBS; 27. aug., work tour mode logsum does not work - see what happens in the old PFPT model
// GV, sep. 1st - it is not significant
pfptComponent.AddUtilityTerm(15, (firstWorkLogsum + secondWorkLogsum) *
(workingCoupleNoChildren || workingCoupleAllChildrenUnder5).ToFlag());
pfptComponent.AddUtilityTerm(15, (firstWorkLogsum + secondWorkLogsum) * otherHouseholdWithPTFTWorkers.ToFlag());
// dette er gamle at-work logsum - it should be plus and significant
//alternative.AddUtilityTerm(31, (firstWorkLogsum + secondWorkLogsum) *
//(workingCoupleNoChildren || workingCoupleAllChildrenUnder5).ToFlag());
//alternative.AddUtilityTerm(31, (firstWorkLogsum + secondWorkLogsum) * otherHouseholdWithPTFTWorkers.ToFlag());
// at-home logsum works
pfptComponent.AddUtilityTerm(16, compositeLogsum);
//pfpt constant
pfptComponent.AddUtilityTerm(51, 1);
}
}
for (int jointTourFlag = 0; jointTourFlag < 2; jointTourFlag++)
{
if (jointTourFlag == 1)
{
componentIndex = 2;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
ChoiceProbabilityCalculator.Component jointComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
jointComponent.AddUtilityTerm(21, (householdDay.Household.Size == 3).ToFlag());
jointComponent.AddUtilityTerm(22, (householdDay.Household.Size >= 4).ToFlag());
// GV: 1st sep.
//jointComponent.AddUtilityTerm(23, (householdDay.Household.Size == 2 && householdDay.Household.HasChildren).ToFlag());
//jointComponent.AddUtilityTerm(23, (householdDay.Household.Size >= 2 && householdDay.Household.HasChildren).ToFlag());
jointComponent.AddUtilityTerm(23, (householdDay.Household.HasChildren).ToFlag());
//jointComponent.AddUtilityTerm(21, householdDay.Household.HasChildrenUnder5.ToFlag());
//jointComponent.AddUtilityTerm(22, householdDay.Household.HasChildrenAge5Through15.ToFlag());
//jointComponent.AddUtilityTerm(23, householdDay.Household.HasChildren.ToFlag());
jointComponent.AddUtilityTerm(24, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//jointComponent.AddUtilityTerm(25, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
jointComponent.AddUtilityTerm(26, (householdDay.AdultsInSharedHomeStay == 2 && hasAdultEducLevel12 == 1).ToFlag());
//jointComponent.AddUtilityTerm(27, (householdDay.Household.Size == 2 && householdDay.Household.HasChildrenUnder5).ToFlag());
//jointComponent.AddUtilityTerm(28, (householdDay.Household.Size == 2 && householdDay.Household.HasChildrenAge5Through15).ToFlag());
//jointComponent.AddUtilityTerm(27, (householdDay.Household.Size == 2 && householdDay.Household.HasChildrenUnder16).ToFlag());
jointComponent.AddUtilityTerm(29, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenUnder16).ToFlag());
//jointComponent.AddUtilityTerm(37, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
//jointComponent.AddUtilityTerm(38, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
jointComponent.AddUtilityTerm(30, (householdDay.Household.VehiclesAvailable >= 1 && household.Has2Drivers).ToFlag());
jointComponent.AddUtilityTerm(31, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
jointComponent.AddUtilityTerm(32, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
jointComponent.AddUtilityTerm(33, (householdDay.Household.Income >= 900000).ToFlag());
// GV, sep. 1st - it is not significant
//jointComponent.AddUtilityTerm(41, compositeLogsum);
// joint non-mandatory tour constant
jointComponent.AddUtilityTerm(61, 1);
}
}
bool available = true;
for (int pfpt = 0; pfpt < 2; pfpt++)
{
for (int jointTourFlag = 0; jointTourFlag < 2; jointTourFlag++)
{
int altIndex = pfpt + jointTourFlag * 2;
if (household.Size < 2 && altIndex > 0)
{
available = false;
}
else
{
available = true;
}
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(altIndex, available, choice == altIndex);
alternative.Choice = altIndex;
//NESTING WAS REJECTED BY TESTS
//GV: PFPT on top - cannot be estimated
//alternative.AddNestedAlternative(5 + pfpt, pfpt, THETA_PARAMETER);
//alternative.AddNestedAlternative(5 + jointTourFlag, jointTourFlag, THETA_PARAMETER); //jointTourFlag on top
if (pfpt == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(1));
//alternative.AddUtilityTerm(20, 1);
}
if (jointTourFlag == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2));
//alternative.AddUtilityTerm(40, 1);
}
if (pfpt == 1 && jointTourFlag == 1)
{
alternative.AddUtilityTerm(71, 1);
//alternative.AddUtilityTerm(72, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
// GV: comented out sep. 1st
//GV: coeff. 73 is with a wrong sign - 13. june 2016
//alternative.AddUtilityTerm(73, householdDay.Household.HasChildren.ToFlag());
//alternative.AddUtilityTerm(74, householdDay.Household.HasChildrenUnder16.ToFlag());
}
}
}
}
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency)
{
if (sampleItem == null)
{
throw new ArgumentNullException("sampleItem");
}
ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative;
if (!alternative.Available)
{
return;
}
IHouseholdWrapper household = _tour.Household;
IPersonWrapper person = _tour.Person;
// var personDay = _tour.PersonDay;
bool householdHasChildren = household.HasChildren;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId];
double fastestTravelTime =
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, _tour.OriginParcel, destinationParcel).Variable +
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, destinationParcel, _tour.OriginParcel).Variable;
if (fastestTravelTime >= _maxAvailableMinutes)
{
alternative.Available = false;
return;
}
alternative.Choice = destinationParcel;
double tourLogsum;
if (_tour.IsHomeBasedTour)
{
if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <EscortTourModeModel>().RunNested(_tour, destinationParcel);
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <OtherHomeBasedTourModeModel>().RunNested(_tour, destinationParcel);
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeModel>().RunNested(_tour, destinationParcel);
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = _tour.TourPurposeSegment;
int carOwnership = person.GetCarOwnershipSegment();
//var votSegment = _tour.VotALSegment;
//var transitAccess = destinationParcel.TransitAccessSegment();
//var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
//var aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
//var aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.Work_BASED][carOwnership][votSegment][transitAccess];
//distanceFromOrigin is in units of 10 miles, so 1=10 miles
double distanceFromOrigin = _tour.OriginParcel.DistanceFromOrigin(destinationParcel, _tour.DestinationArrivalTime);
double distanceFromOrigin0 = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
double distanceFromOrigin3 = Math.Max(0, distanceFromOrigin - 1); //distance over 10 miles
double distanceFromOrigin4 = Math.Min(distanceFromOrigin, .10); //distance up to 1 mile
double distanceFromOrigin5 = Math.Max(0, Math.Min(distanceFromOrigin - .1, .5 - .1)); //distance between 1 and 5 miles
double distanceFromOrigin8 = Math.Max(0, Math.Min(distanceFromOrigin - .1, .35 - .1));
double distanceFromOrigin9 = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
double distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
double distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
double distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
double timePressure = Math.Log(1 - fastestTravelTime / _maxAvailableMinutes);
// log transforms of buffers for Neighborhood effects
double empEduBuffer = Math.Log(destinationParcel.EmploymentEducationBuffer1 + 1.0);
double empFooBuffer = Math.Log(destinationParcel.EmploymentFoodBuffer1 + 1.0);
// var EMPGOV_B = Math.Log(destinationParcel.EmploymentGovernmentBuffer1 + 1.0);
double empOfcBuffer = Math.Log(destinationParcel.EmploymentOfficeBuffer1 + 1.0);
double empRetBuffer = Math.Log(destinationParcel.EmploymentRetailBuffer1 + 1.0);
double empSvcBuffer = Math.Log(destinationParcel.EmploymentServiceBuffer1 + 1.0);
double empMedBuffer = Math.Log(destinationParcel.EmploymentMedicalBuffer1 + 1.0);
// var EMPIND_B = Math.Log(destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1 + 1.0);
double empTotBuffer = Math.Log(destinationParcel.EmploymentTotalBuffer1 + 1.0);
double housesBuffer = Math.Log(destinationParcel.HouseholdsBuffer1 + 1.0);
double studK12Buffer = Math.Log(destinationParcel.StudentsK8Buffer1 + destinationParcel.StudentsHighSchoolBuffer1 + 1.0);
double studUniBuffer = Math.Log(destinationParcel.StudentsUniversityBuffer1 + 1.0);
// var EMPHOU_B = Math.Log(destinationParcel.EmploymentTotalBuffer1 + destinationParcel.HouseholdsBuffer1 + 1.0);
// connectivity attributes
double c34Ratio = destinationParcel.C34RatioBuffer1();
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // exludes no cars
int noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
alternative.AddUtilityTerm(1, sampleItem.AdjustmentFactor);
alternative.AddUtilityTerm(2, (_tour.IsHomeBasedTour).ToFlag() * timePressure);
alternative.AddUtilityTerm(3, _secondaryFlag * _workOrSchoolPatternFlag * distanceFromOrigin0);
alternative.AddUtilityTerm(4, _secondaryFlag * _otherPatternFlag * distanceFromOrigin5);
alternative.AddUtilityTerm(5, _secondaryFlag * _otherPatternFlag * distanceFromOrigin0);
alternative.AddUtilityTerm(6, _secondaryFlag * _otherPatternFlag * distanceFromOrigin3);
alternative.AddUtilityTerm(7, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
//new calibration constants work-based tours
alternative.AddUtilityTerm(58, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOrigin4);
alternative.AddUtilityTerm(59, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOrigin3);
alternative.AddUtilityTerm(60, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOrigin5);
alternative.AddUtilityTerm(8, household.Has0To15KIncome.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(9, household.HasMissingIncome.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(10, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(11, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(12, person.IsChildUnder5.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(13, (_tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog);
alternative.AddUtilityTerm(14, distanceFromWorkLog);
alternative.AddUtilityTerm(15, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
alternative.AddUtilityTerm(16, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
alternative.AddUtilityTerm(17, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
alternative.AddUtilityTerm(18, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
alternative.AddUtilityTerm(19, noCarsFlag * c34Ratio);
if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(20, tourLogsum);
alternative.AddUtilityTerm(21, distanceFromOrigin4);
alternative.AddUtilityTerm(22, distanceFromOrigin8);
alternative.AddUtilityTerm(23, distanceFromOrigin9);
// Neighborhood
alternative.AddUtilityTerm(24, householdHasChildren.ToFlag() * studK12Buffer);
alternative.AddUtilityTerm(25, empTotBuffer);
// Size terms
alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(79, (!householdHasChildren).ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(80, householdHasChildren.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(81, householdHasChildren.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(82, householdHasChildren.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(83, householdHasChildren.ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(84, householdHasChildren.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(85, householdHasChildren.ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(86, householdHasChildren.ToFlag() * destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(87, householdHasChildren.ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(88, householdHasChildren.ToFlag() * destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness || _tour.DestinationPurpose == Global.Settings.Purposes.Medical)
{
alternative.AddUtilityTerm(26, tourLogsum);
alternative.AddUtilityTerm(27, distanceFromOrigin4);
alternative.AddUtilityTerm(28, distanceFromOrigin8);
alternative.AddUtilityTerm(29, distanceFromOrigin9);
alternative.AddUtilityTerm(30, distanceFromOrigin3);
// Neighborhood
alternative.AddUtilityTerm(31, empEduBuffer);
alternative.AddUtilityTerm(32, empSvcBuffer);
alternative.AddUtilityTerm(33, empMedBuffer);
alternative.AddUtilityTerm(34, housesBuffer); // also psrc
alternative.AddUtilityTerm(35, studUniBuffer);
// Size terms
alternative.AddUtilityTerm(89, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(90, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(91, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(92, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(93, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(94, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(95, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(96, destinationParcel.Households);
alternative.AddUtilityTerm(97, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Shopping)
{
alternative.AddUtilityTerm(36, tourLogsum);
alternative.AddUtilityTerm(37, distanceFromOrigin4);
alternative.AddUtilityTerm(38, distanceFromOrigin8);
alternative.AddUtilityTerm(39, distanceFromOrigin9);
alternative.AddUtilityTerm(40, distanceFromOrigin3);
// Neighborhood
alternative.AddUtilityTerm(41, empEduBuffer); // also psrc
alternative.AddUtilityTerm(42, empRetBuffer); // also psrc
// Size terms
alternative.AddUtilityTerm(98, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(99, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(100, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(101, destinationParcel.EmploymentService);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Meal)
{
alternative.AddUtilityTerm(43, tourLogsum);
alternative.AddUtilityTerm(44, distanceFromOrigin4);
alternative.AddUtilityTerm(45, distanceFromOrigin8);
alternative.AddUtilityTerm(46, distanceFromOrigin9);
alternative.AddUtilityTerm(47, distanceFromOrigin3);
// Neighborhood
alternative.AddUtilityTerm(48, empFooBuffer); // psrc
// Size terms
alternative.AddUtilityTerm(102, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(103, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(104, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(105, destinationParcel.Households);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Social || _tour.DestinationPurpose == Global.Settings.Purposes.Recreation)
{
alternative.AddUtilityTerm(49, tourLogsum);
alternative.AddUtilityTerm(50, distanceFromOrigin4);
alternative.AddUtilityTerm(51, distanceFromOrigin8);
alternative.AddUtilityTerm(52, distanceFromOrigin9);
alternative.AddUtilityTerm(53, distanceFromOrigin3);
// Neighborhood
alternative.AddUtilityTerm(54, empOfcBuffer); // also psrc
alternative.AddUtilityTerm(55, empSvcBuffer); // also psrc
alternative.AddUtilityTerm(56, housesBuffer); // also psrc
alternative.AddUtilityTerm(57, studUniBuffer); // psrc
// Size terms
alternative.AddUtilityTerm(106, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(107, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(108, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(109, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(110, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(111, destinationParcel.Households);
alternative.AddUtilityTerm(112, destinationParcel.StudentsUniversity);
alternative.AddUtilityTerm(113, destinationParcel.GetStudentsK12());
//new size variable for log(sq ft open space)
if (destinationParcel.LandUseCode > 0)
{
alternative.AddUtilityTerm(120, (Global.Configuration.UseParcelLandUseCodeAsSquareFeetOpenSpace) ? Math.Log(destinationParcel.LandUseCode + 1.0) : 0.0);
}
}
//add any region-specific new terms in region-specific class, using coefficient numbers 114-120, or other unused variable #
_parentClass.RegionSpecificOtherTourDistrictCoefficients(alternative, _tour, destinationParcel);
// OD shadow pricing
if (Global.Configuration.ShouldUseODShadowPricing)
{
int ori = _tour.OriginParcel.District;
int des = destinationParcel.District;
//var first = res <= des? res : des;
//var second = res <= des? des : res;
double shadowPriceConfigurationParameter = ori == des ? Global.Configuration.OtherTourDestinationOOShadowPriceCoefficient : Global.Configuration.OtherTourDestinationODShadowPriceCoefficient;
int odShadowPriceF12Value = MAX_REGULAR_PARAMETER + Global.Configuration.NumberOfODShadowPricingDistricts * (ori - 1) + des;
alternative.AddUtilityTerm(odShadowPriceF12Value, shadowPriceConfigurationParameter);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, DayPattern[] dayPatterns, DayPattern choice = null)
{
Framework.DomainModels.Wrappers.IHouseholdWrapper household = personDay.Household;
Framework.DomainModels.Wrappers.IParcelWrapper residenceParcel = household.ResidenceParcel;
Framework.DomainModels.Wrappers.IPersonWrapper person = personDay.Person;
int carsPerDriver = household.GetCarsPerDriver();
double mixedDensity = residenceParcel.MixedUse3Index2();
double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
double[] purposeLogsums = new double[Global.Settings.Purposes.TotalPurposes + 2];
double[] atUsualLogsums = new double[3];
//var carOwnership = person.CarOwnershipSegment; //GV: sat car ownership not to impact logsums
int carOwnership = 0;
int votSegment = person.Household.GetVotALSegment();
int transitAccess = residenceParcel.TransitAccessSegment();
//GV: input 26. july 2013
// household inputs
//var childrenUnder5 = householdTotals.ChildrenUnder5;
//var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
//var nonworkingAdults = householdTotals.NonworkingAdults;
//var retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int householdCars = household.VehiclesAvailable;
//var noCarsInHouseholdFlag = HouseholdWrapper.GetNoCarsInHouseholdFlag(householdCars);
//var carsLessThanDriversFlag = household.GetCarsLessThanDriversFlag(householdCars);
//var carsLessThanWorkersFlag = household.GetCarsLessThanWorkersFlag(householdCars);
int HHwithChildrenFlag = household.HasChildren.ToFlag();
int HHwithSmallChildrenFlag = household.HasChildrenUnder5.ToFlag();
int HHwithLowIncomeFlag = (household.Income >= 300000 && household.Income < 600000).ToFlag();
int HHwithMidleIncomeFlag = (household.Income >= 600000 && household.Income < 900000).ToFlag();
int HHwithHighIncomeFlag = (household.Income >= 900000).ToFlag();
int primaryFamilyTimeFlag = householdDay.PrimaryPriorityTimeFlag;
//GV: input 26. july 2013
// person inputs
int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag();
int nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag();
int universityStudentFlag = person.IsUniversityStudent.ToFlag();
int retiredAdultFlag = person.IsRetiredAdult.ToFlag();
int fullTimeWorkerFlag = person.IsFulltimeWorker.ToFlag();
int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag();
int childUnder5Flag = person.IsChildUnder5.ToFlag();
int adultFlag = person.IsAdult.ToFlag();
int maleFlag = person.IsMale.ToFlag();
int femaleFlag = person.IsFemale.ToFlag();
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.Work] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.Work);
purposeLogsums[Global.Settings.Purposes.Work] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
atUsualLogsums[Global.Settings.Purposes.Work] = Global.AggregateLogsums[person.UsualWorkParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualWorkParcel.TransitAccessSegment()];
}
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.School] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.School);
purposeLogsums[Global.Settings.Purposes.School] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
atUsualLogsums[Global.Settings.Purposes.School] = Global.AggregateLogsums[person.UsualSchoolParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualSchoolParcel.TransitAccessSegment()];
}
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Escort] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Escort][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.PersonalBusiness] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.PersonalBusiness][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Shopping] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Shopping][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Social] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Social][carOwnership][votSegment][transitAccess];
for (int xPurpose = Global.Settings.Purposes.Escort; xPurpose <= Global.Settings.Purposes.Social + 10; xPurpose++)
{
// extra components 1-5 are for 2,3,4,5,6 tour purposes
// extra components 6-10 are for 2,3,4,5,6 stop puroposes
// recode purpose to match coefficients
int purpose = xPurpose <= Global.Settings.Purposes.Social ? xPurpose :
xPurpose <= Global.Settings.Purposes.Social + 5 ? Global.Settings.Purposes.Social + 1 :
Global.Settings.Purposes.Social + 2;
// get correct multiplier on coefficients.
double xMultiplier = xPurpose <= Global.Settings.Purposes.Social ? 1.0 :
xPurpose <= Global.Settings.Purposes.Social + 5 ? Math.Log(xPurpose - Global.Settings.Purposes.Social + 1) :
Math.Log(xPurpose - Global.Settings.Purposes.Social - 5 + 1);
choiceProbabilityCalculator.CreateUtilityComponent(xPurpose);
ChoiceProbabilityCalculator.Component component = choiceProbabilityCalculator.GetUtilityComponent(xPurpose);
component.AddUtilityTerm(100 * purpose + 1, xMultiplier * person.IsFulltimeWorker.ToFlag());
component.AddUtilityTerm(100 * purpose + 2, xMultiplier * person.IsPartTimeWorker.ToFlag());
component.AddUtilityTerm(100 * purpose + 3, xMultiplier * person.IsRetiredAdult.ToFlag());
component.AddUtilityTerm(100 * purpose + 4, xMultiplier * person.IsNonworkingAdult.ToFlag());
component.AddUtilityTerm(100 * purpose + 5, xMultiplier * person.IsUniversityStudent.ToFlag());
component.AddUtilityTerm(100 * purpose + 6, xMultiplier * person.IsDrivingAgeStudent.ToFlag());
component.AddUtilityTerm(100 * purpose + 7, xMultiplier * person.IsChildAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 8, xMultiplier * person.IsChildUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 9, xMultiplier * HHwithLowIncomeFlag);
component.AddUtilityTerm(100 * purpose + 10, xMultiplier * HHwithMidleIncomeFlag);
component.AddUtilityTerm(100 * purpose + 11, xMultiplier * HHwithHighIncomeFlag);
//component.AddUtilityTerm(100 * purpose + 12, xMultiplier * carsPerDriver);
component.AddUtilityTerm(100 * purpose + 12, xMultiplier * householdCars);
component.AddUtilityTerm(100 * purpose + 13, xMultiplier * person.IsOnlyAdult().ToFlag());
component.AddUtilityTerm(100 * purpose + 14, xMultiplier * person.IsOnlyFullOrPartTimeWorker().ToFlag());
component.AddUtilityTerm(100 * purpose + 15, xMultiplier * 0);
component.AddUtilityTerm(100 * purpose + 16, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
component.AddUtilityTerm(100 * purpose + 17, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 18, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 19, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 20, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
//component.AddUtilityTerm(100 * purpose + 21, xMultiplier * primaryFamilyTimeFlag); //GV: wrong sign
//component.AddUtilityTerm(100 * purpose + 21, xMultiplier * person.AgeIsBetween18And25.ToFlag());
//component.AddUtilityTerm(100 * purpose + 22, xMultiplier * person.AgeIsBetween26And35.ToFlag());
//component.AddUtilityTerm(100 * purpose + 23, xMultiplier * person.AgeIsBetween51And65.ToFlag());
component.AddUtilityTerm(100 * purpose + 24, xMultiplier * person.WorksAtHome().ToFlag());
component.AddUtilityTerm(100 * purpose + 25, xMultiplier * mixedDensity);
component.AddUtilityTerm(100 * purpose + 26, xMultiplier * intersectionDensity);
//component.AddUtilityTerm(100 * purpose + 27, xMultiplier * purposeLogsums[purpose]); //GV: 17.08.2013, the logsums are wrong
//component.AddUtilityTerm(100 * purpose + 28, xMultiplier * person.TransitPassOwnershipFlag);
}
// tour utility
const int tourComponentIndex = 18;
choiceProbabilityCalculator.CreateUtilityComponent(tourComponentIndex);
ChoiceProbabilityCalculator.Component tourComponent = choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex);
//tourComponent.AddUtilityTerm(1701, carsPerDriver);
tourComponent.AddUtilityTerm(1701, householdCars);
tourComponent.AddUtilityTerm(1702, person.WorksAtHome().ToFlag());
tourComponent.AddUtilityTerm(1703, mixedDensity);
tourComponent.AddUtilityTerm(1704, mixedDensity * person.IsChildAge5Through15.ToFlag());
tourComponent.AddUtilityTerm(1705, compositeLogsum);
//tourComponent.AddUtilityTerm(1706, person.TransitPassOwnershipFlag);
tourComponent.AddUtilityTerm(1706, primaryFamilyTimeFlag);
// stop utility
const int stopComponentIndex = 19;
choiceProbabilityCalculator.CreateUtilityComponent(stopComponentIndex);
ChoiceProbabilityCalculator.Component stopComponent = choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex);
//stopComponent.AddUtilityTerm(1711, carsPerDriver);
stopComponent.AddUtilityTerm(1711, householdCars);
stopComponent.AddUtilityTerm(1712, person.WorksAtHome().ToFlag());
stopComponent.AddUtilityTerm(1713, mixedDensity);
stopComponent.AddUtilityTerm(1714, mixedDensity * person.IsChildAge5Through15.ToFlag());
stopComponent.AddUtilityTerm(1715, compositeLogsum);
//stopComponent.AddUtilityTerm(1716, person.TransitPassOwnershipFlag);
//stopComponent.AddUtilityTerm(1716, primaryFamilyTimeFlag); //GV: 17.08.2013, the logsums are wrong
for (int alternativeIndex = 0; alternativeIndex < TOTAL_ALTERNATIVES; alternativeIndex++)
{
DayPattern dayPattern = dayPatterns[alternativeIndex];
bool available = dayPattern.Available;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alternativeIndex, available, choice != null && choice.Equals(dayPattern));
if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
{
continue;
}
alternative.Choice = dayPattern;
// components for the purposes
for (int purpose = Global.Settings.Purposes.Escort; purpose <= Global.Settings.Purposes.Social; purpose++)
{
if (dayPattern.Tours[purpose] > 0 || dayPattern.Stops[purpose] > 0)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(purpose));
if (dayPattern.Tours[purpose] > 0)
{
alternative.AddUtilityTerm(100 * purpose + 50, 1); // tour purpose ASC
//alternative.AddUtilityTerm(100 * purpose + 51, purposeLogsums[purpose]); // tour purpose logsum GV: 17.08.2013, the logsums are wrong
}
if (dayPattern.Stops[purpose] > 0)
{
alternative.AddUtilityTerm(100 * purpose + 60, 1); // stop purpose ASC
//alternative.AddUtilityTerm(100 * purpose + 61, purposeLogsums[purpose]); // stop purpose logsum GV: 17.08.2013, the logsums are wrong
}
if (Global.Configuration.IsInEstimationMode)
{
//GV commented out
//alternative.AddUtilityTerm(100 * purpose + 70, 1 - person.PaperDiary);
//GV commented out
//alternative.AddUtilityTerm(100 * purpose + 71, person.ProxyResponse);
}
}
}
// multiple tour purposes component
if (dayPattern.TotalTourPurposes > 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + (dayPattern.TotalTourPurposes - 1)));
}
// multiple stop purposes component
if (dayPattern.TotalStopPurposes > 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + 5 + (dayPattern.TotalStopPurposes - 1)));
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social; tourPurpose++)
{
for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 1; stopPurpose++)
{
if (tourPurpose > Global.Settings.Purposes.School && stopPurpose <= Global.Settings.Purposes.School)
{
continue;
}
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Stops[stopPurpose] > 0)
{
alternative.AddUtilityTerm(1200 + 10 * tourPurpose + stopPurpose, 1); // tour-stop comb. utility
}
}
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.School; tourPurpose++)
{
if (dayPattern.Tours[tourPurpose] == 1 && dayPattern.TotalStopPurposes >= 1)
{
alternative.AddUtilityTerm(1300 + 10 * tourPurpose, purposeLogsums[tourPurpose]); // usual location logsum x presence of stops in work or school pattern
alternative.AddUtilityTerm(1300 + 10 * tourPurpose + 1, compositeLogsum); // home aggregate logsum x presence of stops in work or school pattern
//alternative.AddUtilityTerm(1300 + 10 * tourPurpose + 2, atUsualLogsums[tourPurpose]); // at usual location aggregate logsum x presence of stops in work or school pattern GV: commented out as the sign is wrong
}
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social - 2; tourPurpose++)
{
for (int tourPurpose2 = tourPurpose + 1; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++)
{
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0)
{
alternative.AddUtilityTerm(1400 + 10 * tourPurpose + tourPurpose2, 1); // tour-tour comb. utility
}
}
}
for (int tourPurpose = Global.Settings.Purposes.Business; tourPurpose <= Global.Settings.Purposes.Business; tourPurpose++)
{
for (int tourPurpose2 = Global.Settings.Purposes.Escort; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++)
{
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0)
{
alternative.AddUtilityTerm(1461, 1); // tour-tour comb. utility for business combos
}
}
}
for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 2; stopPurpose++)
{
for (int stopPurpose2 = stopPurpose + 1; stopPurpose2 <= Global.Settings.Purposes.Social; stopPurpose2++)
{
if (dayPattern.Stops[stopPurpose] > 0 && dayPattern.Stops[stopPurpose2] > 0)
{
alternative.AddUtilityTerm(1500 + 10 * stopPurpose + stopPurpose2, 1); // stop-stop comb. utility
}
}
}
if (dayPattern.TotalTourPurposes > 0 && dayPattern.TotalStopPurposes > 0)
{
int totalStopPurposes = dayPattern.TotalStopPurposes;
if (totalStopPurposes > 3)
{
totalStopPurposes = 3;
}
alternative.AddUtilityTerm(1600 + 10 * dayPattern.TotalTourPurposes + totalStopPurposes, 1); // nttour-ntstop utility
}
if (dayPattern.TotalTourPurposes - dayPattern.Tours[Global.Settings.Purposes.Work]
- dayPattern.Tours[Global.Settings.Purposes.Business]
- dayPattern.Tours[Global.Settings.Purposes.School] > 0)
{
// tour utility
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex));
}
if (dayPattern.TotalStopPurposes - dayPattern.Stops[Global.Settings.Purposes.Work]
- dayPattern.Stops[Global.Settings.Purposes.Business]
- dayPattern.Stops[Global.Settings.Purposes.School] > 0)
{
// stop utility
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex));
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int nCallsForTour, int[] simulatedMandatoryTours, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = personDay.Household;
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = household.GetVotALSegment();
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double workTourLogsum = 0;
double schoolTourLogsum = 0;
double schoolPclUniStu = 0;
double schoolPclStudents = 0;
double schoolIntrDens = 0;
double workPclWrkrs = 0;
double workIntrDens = 0;
int noUsualWorkZone = 1;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
if (personDay.Person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && personDay.Person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, (int)personDay.Person.UsualArrivalPeriodToWork, (int)personDay.Person.UsualDeparturePeriodFromWork, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
workPclWrkrs = Math.Log(1 + (personDay.Person.UsualWorkParcel.EmploymentTotalBuffer2)) / 10;
workIntrDens = Math.Log(1 + personDay.Person.UsualWorkParcel.C34RatioBuffer1());
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
noUsualWorkZone = 0;
}
if (personDay.Person.UsualSchoolParcelId != 0 && personDay.Person.UsualSchoolParcelId != -1 && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
schoolPclUniStu = Math.Log(1 + (personDay.Person.UsualSchoolParcel.StudentsUniversityBuffer2)) / 10;
ChoiceProbabilityCalculator.Alternative schoolNestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.TwoPM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
schoolTourLogsum = schoolNestedAlternative == null ? 0 : schoolNestedAlternative.ComputeLogsum();
}
int countNonMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 select personDayHH.PatternType).Count();
bool schoolAvailableFlag = true;
if (!personDay.Person.IsStudent || (!Global.Configuration.IsInEstimationMode && personDay.Person.UsualSchoolParcel == null))
{
schoolAvailableFlag = false;
}
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, nCallsForTour > 1, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
alternative.AddUtilityTerm(3, (nCallsForTour > 2).ToFlag());
// USUAL WORK
alternative = choiceProbabilityCalculator.GetAlternative(1, (personDay.Person.UsualWorkParcelId > 0 && simulatedMandatoryTours[2] == 0 && simulatedMandatoryTours[3] == 0), choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(21, 1);
alternative.AddUtilityTerm(23, workTourLogsum);
alternative.AddUtilityTerm(25, (personDay.Person.IsPartTimeWorker).ToFlag());
alternative.AddUtilityTerm(26, (personDay.Person.IsUniversityStudent).ToFlag());
alternative.AddUtilityTerm(28, (personDay.Person.Household.Has100KPlusIncome).ToFlag());
alternative.AddUtilityTerm(29, personDay.Person.Household.ResidenceParcel.MixedUse2Index1());
alternative.AddUtilityTerm(30, (personDay.Person.Age <= 30).ToFlag());
alternative.AddUtilityTerm(31, workPclWrkrs);
alternative.AddUtilityTerm(32, ((simulatedMandatoryTours[1] > 0).ToFlag()));
alternative.AddUtilityTerm(33, workIntrDens);
alternative.AddUtilityTerm(36, (personDay.WorksAtHomeFlag));
alternative.AddUtilityTerm(38, (personDay.Person.Household.ResidenceParcel.GetDistanceToTransit() > 1).ToFlag());
// OTHER WORK
alternative = choiceProbabilityCalculator.GetAlternative(2, (personDay.Person.IsWorker && simulatedMandatoryTours[3] == 0), choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, (personDay.Person.IsPartTimeWorker).ToFlag());
alternative.AddUtilityTerm(43, (personDay.Person.IsUniversityStudent).ToFlag());
alternative.AddUtilityTerm(45, personDay.Person.Household.ResidenceParcel.MixedUse2Index1());
alternative.AddUtilityTerm(47, (personDay.Person.Age <= 30).ToFlag());
alternative.AddUtilityTerm(48, noUsualWorkZone);
alternative.AddUtilityTerm(49, workIntrDens);
alternative.AddUtilityTerm(50, workPclWrkrs);
alternative.AddUtilityTerm(51, countNonMandatory);
alternative.AddUtilityTerm(52, ((simulatedMandatoryTours[2] > 0).ToFlag()));
alternative.AddUtilityTerm(53, (household.HouseholdTotals.AllWorkers == 1).ToFlag());
alternative.AddUtilityTerm(55, noCarsFlag + carCompetitionFlag);
alternative.AddUtilityTerm(56, (personDay.Person.Household.ResidenceParcel.GetDistanceToTransit() > 1).ToFlag());
alternative.AddUtilityTerm(57, (personDay.Person.Household.Has0To25KIncome).ToFlag());
// SCHOOL
alternative = choiceProbabilityCalculator.GetAlternative(3, schoolAvailableFlag, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(61, 1);
alternative.AddUtilityTerm(62, schoolTourLogsum);
alternative.AddUtilityTerm(63, noCarsFlag + carCompetitionFlag);
alternative.AddUtilityTerm(64, personDay.Person.Household.ResidenceParcel.MixedUse2Index1());
alternative.AddUtilityTerm(65, (personDay.Person.IsChildUnder5).ToFlag());
alternative.AddUtilityTerm(66, (personDay.Person.IsUniversityStudent).ToFlag());
alternative.AddUtilityTerm(67, (personDay.Person.IsDrivingAgeStudent).ToFlag());
alternative.AddUtilityTerm(68, schoolPclUniStu);
alternative.AddUtilityTerm(69, schoolPclStudents);
alternative.AddUtilityTerm(71, ((simulatedMandatoryTours[3] > 0).ToFlag()));
alternative.AddUtilityTerm(72, schoolIntrDens);
alternative.AddUtilityTerm(73, (personDay.Person.Age > 25).ToFlag());
alternative.AddUtilityTerm(74, (personDay.Person.Household.ResidenceParcel.GetDistanceToTransit() > 1).ToFlag());
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
Framework.DomainModels.Wrappers.IHouseholdWrapper household = householdDay.Household;
// set household characteristics here that don't depend on person characteristics
bool available = (householdDay.Household.Size > 1);
int hasAdultEducLevel12 = 0;
//int allAdultEducLevel12 = 1;
int youngestAge = 999;
foreach (PersonWrapper person in householdDay.Household.Persons)
{
// set characteristics here that depend on person characteristics
if (person.Age >= 18 && person.EducationLevel >= 12)
{
hasAdultEducLevel12 = 1;
}
//if (person.Age >= 18 && person.EducationLevel < 12) allAdultEducLevel12 = 0;
if (person.Age < youngestAge)
{
youngestAge = person.Age;
}
}
double workTourLogsum;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.Work);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
workTourLogsum = 0;
}
int atHomeDay = personDay.PatternType == 3 ? 1 : 0;
int nonMandatoryTourDay = personDay.PatternType == 2 ? 1 : 0;
int MandatoryTourDay = personDay.PatternType == 1 ? 1 : 0;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = Global.Settings.VotALSegments.Medium; // TODO: calculate a VOT segment that depends on household income
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
//var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
//var householdDay = (ActumHouseholdDayWrapper)tour.HouseholdDay;
//var household = householdDay.Household;
// 0 Person doesn't work at home more than specified number of minutes
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(1, 0.0);
// 1 Works at home
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(1, 1.0);
alternative.AddUtilityTerm(2, householdDay.Household.HasChildrenUnder5.ToFlag());
//GV: not sign. - 13. june 2016
//alternative.AddUtilityTerm(3, householdDay.Household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(4, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
alternative.AddUtilityTerm(5, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenUnder16).ToFlag());
//GV: not sign. - 13. june 2016
//alternative.AddUtilityTerm(6, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(7, (householdDay.AdultsInSharedHomeStay == 2 && hasAdultEducLevel12 == 1).ToFlag());
alternative.AddUtilityTerm(8, (youngestAge >= 40).ToFlag());
//GV: not sign. - 13. june 2016
//alternative.AddUtilityTerm(10, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
//alternative.AddUtilityTerm(11, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
//alternative.AddUtilityTerm(12, (householdDay.Household.Income >= 900000).ToFlag());
alternative.AddUtilityTerm(15, householdDay.PrimaryPriorityTimeFlag);
//GV: not sign. - 13. june 2016
//alternative.AddUtilityTerm(16, (householdDay.Household.Size == 2).ToFlag());
//alternative.AddUtilityTerm(17, (householdDay.Household.Size == 3).ToFlag());
//alternative.AddUtilityTerm(18, (householdDay.Household.Size >= 4).ToFlag());
////alternative.AddUtilityTerm(18, (householdDay.Household.Size >= 5).ToFlag());
alternative.AddUtilityTerm(21, personDay.Person.IsPartTimeWorker.ToFlag());
//alternative.AddUtilityTerm(2, personDay.Person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(22, (personDay.Person.Gender == 1).ToFlag());
alternative.AddUtilityTerm(23, (hasAdultEducLevel12 == 1).ToFlag());
//alternative.AddUtilityTerm(24, MandatoryTourDay);
alternative.AddUtilityTerm(25, nonMandatoryTourDay);
alternative.AddUtilityTerm(26, atHomeDay);
//alternative.AddUtilityTerm(27, workTourLogsum);
//GV: put in instead of compositeLogsum - 13. june 2016
alternative.AddUtilityTerm(27, workTourLogsum * MandatoryTourDay);
alternative.AddUtilityTerm(28, workTourLogsum * nonMandatoryTourDay);
//GV: not sign. - 13. june 2016
//alternative.AddUtilityTerm(27, compositeLogsum);
//alternative.AddUtilityTerm(27, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag()); //GV not significant
//alternative.AddUtilityTerm(28, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag()); //GV not significant
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdWrapper household, int choice = Constants.DEFAULT_VALUE)
{
//
double workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
double countTransitPasses = 0D;
foreach (Framework.DomainModels.Wrappers.IPersonWrapper person in household.Persons)
{
if (person.TransitPassOwnership == 1)
{
countTransitPasses++;
}
if (person.IsWorker && person.UsualWorkParcel != null && person.UsualWorkParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, 0, 0.0);
workTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
}
int oldestAge = (from persons in household.Persons select persons.Age).Max();
int youngestAge = (from persons in household.Persons select persons.Age).Min();
int noTransitPasses = countTransitPasses == 0 ? 1 : 0;
int votSegment = household.GetVotALSegment();
int taSegment = household.ResidenceParcel.TransitAccessSegment();
//var aggregateLogsumDifference = // full car ownership vs. no car ownership
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment] -
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
double noCarAggLogsum =
Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
double distanceToStop
= household.ResidenceParcel.GetDistanceToTransit() > 0
? Math.Min(household.ResidenceParcel.GetDistanceToTransit(), 2 * Global.Settings.DistanceUnitsPerMile) // JLBscale
: 2 * Global.Settings.DistanceUnitsPerMile;
int ruralFlag = household.ResidenceParcel.RuralFlag();
double discretionaryIncome = (household.Income / 10000 - (1.2 * Math.Log(household.Size) + 2.0));
//home parcel buffer variables
double foodRetailServiceMedicalLogBuffer1 = Math.Log(1 + household.ResidenceParcel.FoodRetailServiceMedicalLogBuffer1());
double intrDens = Math.Log(1 + household.ResidenceParcel.IntersectionDensity34Buffer2());
// 0 AUTOS
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(1, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(2, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(3, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(4, household.Has4OrMoreDrivers.ToFlag());
alternative.AddUtilityTerm(5, household.HasNoFullOrPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(8, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(9, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(12, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(13, discretionaryIncome);
alternative.AddUtilityTerm(14, household.HasIncomeOver50K.ToFlag());
alternative.AddUtilityTerm(16, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(17, workTourLogsumDifference);
alternative.AddUtilityTerm(21, Math.Log(distanceToStop));
alternative.AddUtilityTerm(23, Math.Log(1 + household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer2 / 100));
alternative.AddUtilityTerm(28, noTransitPasses);
alternative.AddUtilityTerm(29, intrDens);
alternative.AddUtilityTerm(31, household.HasChildrenUnder16.ToFlag());
alternative.AddUtilityTerm(33, (household.Has50To75KIncome).ToFlag() * noCarAggLogsum);
alternative.AddUtilityTerm(34, (household.Has75KPlusIncome).ToFlag() * noCarAggLogsum);
alternative.AddUtilityTerm(35, (youngestAge > 70).ToFlag());
alternative.AddUtilityTerm(36, (oldestAge < 35).ToFlag());
// 1 AUTO
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(37, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(38, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(39, household.Has4OrMoreDrivers.ToFlag());
alternative.AddUtilityTerm(5, household.Has1OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(8, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(9, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(41, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(45, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(19, discretionaryIncome);
alternative.AddUtilityTerm(17, workTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(23, Math.Log(1 + household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer2 / 100) * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(46, intrDens);
alternative.AddUtilityTerm(35, (youngestAge > 70).ToFlag());
alternative.AddUtilityTerm(36, (oldestAge < 35).ToFlag());
alternative.AddUtilityTerm(48, household.HasChildrenUnder16.ToFlag());
// 2 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(50, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(51, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(52, household.Has4OrMoreDrivers.ToFlag());
alternative.AddUtilityTerm(5, household.Has2OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(17, workTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(23, Math.Log(1 + household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer2 / 100) * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(27, ruralFlag);
// 3 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(3, true, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(70, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(71, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(72, household.Has4OrMoreDrivers.ToFlag());
alternative.AddUtilityTerm(5, household.Has3OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(91, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(92, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(93, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(94, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(96, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(73, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(75, household.Has100KPlusIncome.ToFlag());
alternative.AddUtilityTerm(76, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(17, workTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(23, Math.Log(1 + household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer2 / 100) * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(79, ruralFlag);
// 4+ AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(4, true, choice == 4);
alternative.Choice = 4;
alternative.AddUtilityTerm(100, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(101, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(102, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(5, household.Has4OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(91, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(92, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(93, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(94, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(96, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(107, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(108, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(109, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(110, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(17, workTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(23, Math.Log(1 + household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer2 / 100) * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(111, ruralFlag);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, int purpose, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = personDay.Household;
IParcelWrapper residenceParcel = household.ResidenceParcel;
IPersonWrapper person = personDay.Person;
int carsPerDriver = household.GetCarsPerDriver();
double mixedDensity = residenceParcel.ParcelHouseholdsPerRetailServiceFoodEmploymentBuffer2();
double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
double purposeLogsum;
if (purpose == Global.Settings.Purposes.Work)
{
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsum = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else if (purpose == Global.Settings.Purposes.School)
{
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
purposeLogsum = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
int carOwnership = person.GetCarOwnershipSegment();
int votSegment = person.Household.GetVotALSegment();
int transitAccess = residenceParcel.TransitAccessSegment();
purposeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][purpose][carOwnership][votSegment][transitAccess];
}
// 1 TOUR
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(1, purpose);
// 2 TOURS
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 2);
const int two = 2;
alternative.Choice = two;
alternative.AddUtilityTerm(100 * purpose + 1, person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 2, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 3, person.IsRetiredAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 4, person.IsNonworkingAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 5, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 6, person.IsDrivingAgeStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 7, person.IsChildAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 8, person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 9, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 10, household.Has25To45KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 11, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 12, carsPerDriver);
alternative.AddUtilityTerm(100 * purpose + 13, person.IsOnlyAdult().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 14, person.IsOnlyFullOrPartTimeWorker().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 15, 0);
alternative.AddUtilityTerm(100 * purpose + 16, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
alternative.AddUtilityTerm(100 * purpose + 17, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 18, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 19, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 20, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 21, person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 22, person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 23, person.AgeIsBetween51And65.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 24, person.WorksAtHome().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 25, mixedDensity);
alternative.AddUtilityTerm(100 * purpose + 26, intersectionDensity);
alternative.AddUtilityTerm(100 * purpose + 31, personDay.WorkTours);
alternative.AddUtilityTerm(100 * purpose + 32, personDay.SchoolTours);
alternative.AddUtilityTerm(100 * purpose + 33, personDay.EscortTours);
alternative.AddUtilityTerm(100 * purpose + 34, personDay.PersonalBusinessTours);
alternative.AddUtilityTerm(100 * purpose + 35, personDay.ShoppingTours);
alternative.AddUtilityTerm(100 * purpose + 36, personDay.MealTours);
alternative.AddUtilityTerm(100 * purpose + 37, personDay.SocialTours);
alternative.AddUtilityTerm(100 * purpose + 41, personDay.WorkStops);
if (purpose <= Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(100 * purpose + 42, personDay.SchoolStops);
}
alternative.AddUtilityTerm(100 * purpose + 43, personDay.EscortStops);
alternative.AddUtilityTerm(100 * purpose + 44, personDay.PersonalBusinessStops);
alternative.AddUtilityTerm(100 * purpose + 45, personDay.ShoppingStops);
alternative.AddUtilityTerm(100 * purpose + 46, personDay.MealStops);
alternative.AddUtilityTerm(100 * purpose + 47, personDay.SocialStops);
alternative.AddUtilityTerm(100 * purpose + 50 + two, 1); // ASC
alternative.AddUtilityTerm(100 * purpose + 23 + 2 * two, purposeLogsum); // accessibility effect has different coefficient for 2 and 3+
// 3+ TOURS
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 3);
const int three = 3;
alternative.Choice = three;
alternative.AddUtilityTerm(100 * purpose + 1, person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 2, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 3, person.IsRetiredAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 4, person.IsNonworkingAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 5, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 6, person.IsDrivingAgeStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 7, person.IsChildAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 8, person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 9, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 10, household.Has25To45KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 11, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 12, carsPerDriver);
alternative.AddUtilityTerm(100 * purpose + 13, person.IsOnlyAdult().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 14, person.IsOnlyFullOrPartTimeWorker().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 15, 0);
alternative.AddUtilityTerm(100 * purpose + 16, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
alternative.AddUtilityTerm(100 * purpose + 17, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 18, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 19, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 20, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 21, person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 22, person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 23, person.AgeIsBetween51And65.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 24, person.WorksAtHome().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 25, mixedDensity);
alternative.AddUtilityTerm(100 * purpose + 26, intersectionDensity);
alternative.AddUtilityTerm(100 * purpose + 31, personDay.WorkTours);
alternative.AddUtilityTerm(100 * purpose + 32, personDay.SchoolTours);
alternative.AddUtilityTerm(100 * purpose + 33, personDay.EscortTours);
alternative.AddUtilityTerm(100 * purpose + 34, personDay.PersonalBusinessTours);
alternative.AddUtilityTerm(100 * purpose + 35, personDay.ShoppingTours);
alternative.AddUtilityTerm(100 * purpose + 36, personDay.MealTours);
alternative.AddUtilityTerm(100 * purpose + 37, personDay.SocialTours);
alternative.AddUtilityTerm(100 * purpose + 41, personDay.WorkStops);
if (purpose <= Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(100 * purpose + 42, personDay.SchoolStops);
}
alternative.AddUtilityTerm(100 * purpose + 43, personDay.EscortStops);
alternative.AddUtilityTerm(100 * purpose + 44, personDay.PersonalBusinessStops);
alternative.AddUtilityTerm(100 * purpose + 45, personDay.ShoppingStops);
alternative.AddUtilityTerm(100 * purpose + 46, personDay.MealStops);
alternative.AddUtilityTerm(100 * purpose + 47, personDay.SocialStops);
alternative.AddUtilityTerm(100 * purpose + 50 + three, 1); // ASC
alternative.AddUtilityTerm(100 * purpose + 23 + 2 * three, purposeLogsum); // accessibility effect has different coefficient for 2 and 3+
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
double workTourLogsum;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
if (personDay.Person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && personDay.Person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, (int)personDay.Person.UsualArrivalPeriodToWork, (int)personDay.Person.UsualDeparturePeriodFromWork, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
workTourLogsum = 0;
}
int noUsualWorkLocation = 0;
if (personDay.Person.UsualWorkParcelId == Constants.DEFAULT_VALUE || personDay.Person.UsualWorkParcelId == Global.Settings.OutOfRegionParcelId)
{
noUsualWorkLocation = 1;
}
int atHomeDay = personDay.PatternType == 3 ? 1 : 0;
int nonMandatoryTourDay = personDay.PatternType == 2 ? 1 : 0;
int mandatoryTourDay = personDay.PatternType == 1 ? 1 : 0;
IHouseholdWrapper household = householdDay.Household;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int usualWorkAtHome = household.ResidenceParcelId == personDay.Person.UsualWorkParcelId ? 1 : 0;
int usualWorkOutside = usualWorkAtHome == 1 ? 0 : 1;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int countMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 1 select personDayHH.PatternType).Count();
int countNonMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 select personDayHH.PatternType).Count();
int countAtHome = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 3 select personDayHH.PatternType).Count();
// 0 Person doesn't work at home more than specified number of minutes
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(1, 0.0);
// 1 Works at home
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
double adjustedConstant = Global.Configuration.IsInEstimationMode ? 1.0 :
(-2.0 + Math.Log(1.0 + Global.Configuration.Policy_FractionIncreaseInWorkAtHomeShare)) / -2.0;
alternative.AddUtilityTerm(1, adjustedConstant);
alternative.AddUtilityTerm(2, personDay.Person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(4, nonMandatoryTourDay * usualWorkOutside);
alternative.AddUtilityTerm(7, atHomeDay * usualWorkOutside);
alternative.AddUtilityTerm(8, (personDay.Person.Age < 30).ToFlag());
alternative.AddUtilityTerm(9, (personDay.Person.Age >= 30 && personDay.Person.Age < 35).ToFlag());
alternative.AddUtilityTerm(10, noUsualWorkLocation);
alternative.AddUtilityTerm(11, countMandatory - mandatoryTourDay);
alternative.AddUtilityTerm(12, countAtHome - atHomeDay);
alternative.AddUtilityTerm(14, householdDay.Household.HouseholdTotals.ChildrenAge5Through15);
alternative.AddUtilityTerm(16, usualWorkAtHome);
alternative.AddUtilityTerm(17, ((householdDay.Household.Has0To25KIncome).ToFlag()));
alternative.AddUtilityTerm(18, ((householdDay.Household.Has100KPlusIncome).ToFlag()));
alternative.AddUtilityTerm(19, workTourLogsum);
alternative.AddUtilityTerm(20, (personDay.Person.IsStudent.ToFlag()));
alternative.AddUtilityTerm(31, carCompetitionFlag + noCarsFlag);
}
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency)
{
if (sampleItem == null)
{
throw new ArgumentNullException("sampleItem");
}
ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative;
//remove nesting for estimation of conditional MNL
if (!Global.Configuration.IsInEstimationMode || ESTIMATE_NESTED_MODEL)
{
alternative.AddNestedAlternative(_sampleSize + 2, 0, THETA_PARAMETER);
}
if (!alternative.Available)
{
return;
}
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId];
// var destinationZoneTotals = ChoiceModelRunner.ZoneTotals[destinationParcel.ZoneId];
alternative.Choice = destinationParcel;
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(_person, _person.Household.ResidenceParcel, destinationParcel, _destinationArrivalTime, _destinationDepartureTime, _person.Household.HouseholdTotals.DrivingAgeMembers);
double workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
int votSegment = _person.Household.GetVotALSegment();
int taSegment = destinationParcel.TransitAccessSegment();
double aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment];
double distanceFromOrigin = _person.Household.ResidenceParcel.DistanceFromOrigin(destinationParcel, 1);
double distance1 = Math.Min(distanceFromOrigin, .35);
double distance2 = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
double distance3 = Math.Max(0, distanceFromOrigin - 1);
double distance20 = Math.Max(0, distanceFromOrigin - 2);
double distance30 = Math.Max(0, distanceFromOrigin - 3);
double distance40 = Math.Max(0, distanceFromOrigin - 4);
double distanceLog = Math.Log(1 + distanceFromOrigin);
double distanceFromSchool = _person.IsFullOrPartTimeWorker ? 0 : _person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
// parcel buffers
double educationBuffer = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1);
double governmentBuffer = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1);
double officeBuffer = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1);
double serviceBuffer = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1);
double householdsBuffer = Math.Log(destinationParcel.HouseholdsBuffer2 + 1);
// var retailBuffer = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1);
double industrialAgricultureConstructionBuffer = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1);
double foodBuffer = Math.Log(destinationParcel.EmploymentFoodBuffer2 + 1);
double medicalBuffer = Math.Log(destinationParcel.EmploymentMedicalBuffer2 + 1);
double employmentTotalBuffer = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1);
double studentsUniversityBuffer = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1);
double studentsK12Buffer = Math.Log(destinationParcel.StudentsK8Buffer2 + destinationParcel.StudentsHighSchoolBuffer2 + 1);
// var mixedUse4Index = destinationParcel.MixedUse4Index2();
//size attributes (derived)
double employmentIndustrialAgricultureConstruction = destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction;
// parking attributes
double parcelParkingDensity = destinationParcel.ParcelParkingPerTotalEmployment();
// connectivity attributes
double c34Ratio = destinationParcel.C34RatioBuffer1();
alternative.AddUtilityTerm(1, sampleItem.AdjustmentFactor); //constrain coeff to 1
alternative.AddUtilityTerm(2, _person.IsFulltimeWorker.ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(3, _person.IsPartTimeWorker.ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(4, _person.IsNotFullOrPartTimeWorker.ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(5, distanceLog); // for distance calibration
alternative.AddUtilityTerm(6, _person.IsFulltimeWorker.ToFlag() * distance1);
alternative.AddUtilityTerm(7, _person.IsFulltimeWorker.ToFlag() * distance2);
alternative.AddUtilityTerm(8, _person.IsFulltimeWorker.ToFlag() * distance3);
alternative.AddUtilityTerm(9, _person.IsPartTimeWorker.ToFlag() * distanceLog);
alternative.AddUtilityTerm(10, _person.IsNotFullOrPartTimeWorker.ToFlag() * distanceLog);
alternative.AddUtilityTerm(11, _person.Household.Has0To15KIncome.ToFlag() * distanceLog);
alternative.AddUtilityTerm(12, _person.Household.Has50To75KIncome.ToFlag() * distanceLog);
alternative.AddUtilityTerm(13, _person.Household.Has75To100KIncome.ToFlag() * distanceLog);
alternative.AddUtilityTerm(14, _person.IsFemale.ToFlag() * distanceLog);
alternative.AddUtilityTerm(15, _person.IsStudentAge.ToFlag() * distanceFromSchool);
alternative.AddUtilityTerm(16, _person.IsFulltimeWorker.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(17, _person.IsPartTimeWorker.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(18, _person.IsNotFullOrPartTimeWorker.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(19, parcelParkingDensity);
alternative.AddUtilityTerm(20, c34Ratio);
//extra additive distance terms for calibrating longer distances
alternative.AddUtilityTerm(46, distance20);
alternative.AddUtilityTerm(47, distance30);
alternative.AddUtilityTerm(48, distance40);
//Neighborhood
alternative.AddUtilityTerm(21, _person.Household.HasValidIncome.ToFlag() * serviceBuffer);
alternative.AddUtilityTerm(22, _person.Household.HasValidIncome.ToFlag() * educationBuffer);
alternative.AddUtilityTerm(23, _person.Household.HasValidIncome.ToFlag() * foodBuffer);
alternative.AddUtilityTerm(24, _person.Household.HasValidIncome.ToFlag() * governmentBuffer);
alternative.AddUtilityTerm(25, _person.Household.HasValidIncome.ToFlag() * officeBuffer);
alternative.AddUtilityTerm(26, _person.Household.HasValidIncome.ToFlag() * medicalBuffer);
alternative.AddUtilityTerm(27, _person.Household.HasValidIncome.ToFlag() * householdsBuffer);
alternative.AddUtilityTerm(28, _person.Household.HasValidIncome.ToFlag() * studentsUniversityBuffer);
alternative.AddUtilityTerm(29, _person.Household.HasValidIncome.ToFlag() * _person.IsFulltimeWorker.ToFlag() * studentsK12Buffer);
alternative.AddUtilityTerm(30, _person.Household.HasValidIncome.ToFlag() * _person.IsFulltimeWorker.ToFlag() * studentsUniversityBuffer);
alternative.AddUtilityTerm(31, _person.Household.HasValidIncome.ToFlag() * _person.IsPartTimeWorker.ToFlag() * industrialAgricultureConstructionBuffer);
alternative.AddUtilityTerm(32, _person.Household.HasValidIncome.ToFlag() * _person.IsNotFullOrPartTimeWorker.ToFlag() * foodBuffer);
alternative.AddUtilityTerm(33, _person.Household.HasValidIncome.ToFlag() * _person.IsNotFullOrPartTimeWorker.ToFlag() * medicalBuffer);
alternative.AddUtilityTerm(34, _person.IsFulltimeWorker.ToFlag() * _person.Household.Has75KPlusIncome.ToFlag() * employmentTotalBuffer);
alternative.AddUtilityTerm(35, _person.IsNotFullOrPartTimeWorker.ToFlag() * _person.Household.HasIncomeUnder50K.ToFlag() * governmentBuffer);
alternative.AddUtilityTerm(36, _person.IsNotFullOrPartTimeWorker.ToFlag() * _person.Household.HasIncomeUnder50K.ToFlag() * employmentTotalBuffer);
//Size
alternative.AddUtilityTerm(51, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(52, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(53, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(54, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(55, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(56, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(57, _person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(58, _person.Household.HasValidIncome.ToFlag() * employmentIndustrialAgricultureConstruction);
alternative.AddUtilityTerm(59, _person.Household.HasValidIncome.ToFlag() * destinationParcel.StudentsUniversity);
alternative.AddUtilityTerm(60, _person.Household.HasValidIncome.ToFlag() * _person.IsFulltimeWorker.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(61, _person.Household.HasValidIncome.ToFlag() * _person.IsFulltimeWorker.ToFlag() * employmentIndustrialAgricultureConstruction);
alternative.AddUtilityTerm(62, _person.Household.HasValidIncome.ToFlag() * _person.IsPartTimeWorker.ToFlag() * employmentIndustrialAgricultureConstruction);
alternative.AddUtilityTerm(63, _person.Household.HasValidIncome.ToFlag() * _person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(64, _person.Household.HasValidIncome.ToFlag() * _person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(65, _person.Household.HasValidIncome.ToFlag() * _person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(66, _person.Household.HasIncomeUnder50K.ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(67, _person.Household.HasIncomeUnder50K.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(68, _person.Household.Has50To75KIncome.ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(69, _person.Household.Has50To75KIncome.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(70, _person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(71, _person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(72, _person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(73, _person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(74, _person.IsFulltimeWorker.ToFlag() * _person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(75, _person.IsFulltimeWorker.ToFlag() * (!_person.Household.Has75KPlusIncome).ToFlag() * employmentIndustrialAgricultureConstruction);
alternative.AddUtilityTerm(76, _person.IsPartTimeWorker.ToFlag() * (!_person.Household.HasIncomeUnder50K).ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(77, (!_person.IsFulltimeWorker).ToFlag() * _person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(78, _person.IsNotFullOrPartTimeWorker.ToFlag() * (!_person.Household.HasIncomeUnder50K).ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(79, _person.Household.HasMissingIncome.ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(80, _person.Household.HasMissingIncome.ToFlag() * destinationParcel.StudentsUniversity);
//add any region-specific new terms in region-specific class, using coefficient numbers 91-100 or other unused variable #
_parentClass.RegionSpecificCustomizations(alternative, _person, destinationParcel);
// OD shadow pricing
if (Global.Configuration.ShouldUseODShadowPricing)
{
int res = _person.Household.ResidenceParcel.District;
int des = destinationParcel.District;
//var first = res <= des? res : des;
//var second = res <= des? des : res;
double shadowPriceConfigurationParameter = res == des ? Global.Configuration.WorkLocationOOShadowPriceCoefficient : Global.Configuration.WorkLocationODShadowPriceCoefficient;
int odShadowPriceF12Value = MAX_REGULAR_PARAMETER + Global.Configuration.NumberOfODShadowPricingDistricts * (res - 1) + des;
alternative.AddUtilityTerm(odShadowPriceF12Value, shadowPriceConfigurationParameter);
}
// set shadow price depending on persontype and add it to utility
// we are using the sampling adjustment factor assuming that it is 1
if (Global.Configuration.ShouldUseShadowPricing)
{
alternative.AddUtilityTerm(1, destinationParcel.ShadowPriceForEmployment);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
Framework.DomainModels.Wrappers.IHouseholdWrapper household = personDay.Household;
Framework.DomainModels.Wrappers.IPersonWrapper person = personDay.Person;
double workTourLogsum;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.Work);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
workTourLogsum = 0;
}
double schoolTourLogsum;
if (personDay.Person.UsualSchoolParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.School);
schoolTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
schoolTourLogsum = 0;
}
// No mandatory stops
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
//alternative.AddUtilityTerm(2, householdDay.Household.HasChildren.ToFlag());
alternative.AddUtilityTerm(3, householdDay.Household.HasChildrenUnder5.ToFlag());
//alternative.AddUtilityTerm(4, householdDay.Household.HasChildrenAge5Through15.ToFlag());
//alternative.AddUtilityTerm(6, householdDay.Household.HasChildrenUnder16.ToFlag());
//alternative.AddNestedAlternative(11, 0, 60);
//GV: added 14. june 2016
alternative.AddUtilityTerm(4, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddUtilityTerm(5, (householdDay.Household.VehiclesAvailable >= 1).ToFlag());
// Business stop(s)
alternative = choiceProbabilityCalculator.GetAlternative(1, personDay.Person.IsWorker, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(21, 1);
//alternative.AddUtilityTerm(22, personDay.Person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(23, personDay.Person.WorksAtHome.ToFlag());
alternative.AddUtilityTerm(24, personDay.Person.IsFulltimeWorker.ToFlag());
//alternative.AddUtilityTerm(25, personDay.Person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(25, personDay.Person.IsMale.ToFlag());
//alternative.AddUtilityTerm(4, person.IsPartTimeWorker.ToFlag());
//GV: 15. june 2016, not sign.
//alternative.AddUtilityTerm(26, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(14, (householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//alternative.AddUtilityTerm(15, (householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
alternative.AddUtilityTerm(27, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildren).ToFlag());
alternative.AddUtilityTerm(28, workTourLogsum);
//alternative.AddUtilityTerm(28, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(29, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
// School stop(s)
alternative = choiceProbabilityCalculator.GetAlternative(2, personDay.Person.IsStudent, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(41, 1);
//alternative.AddUtilityTerm(43, personDay.Person.WorksAtHome.ToFlag());
//alternative.AddUtilityTerm(44, personDay.Person.IsFulltimeWorker.ToFlag());
//alternative.AddUtilityTerm(45, personDay.Person.IsPartTimeWorker.ToFlag());
//alternative.AddUtilityTerm(46, personDay.Person.IsMale.ToFlag());
alternative.AddUtilityTerm(47, personDay.Person.IsYouth.ToFlag());
//GV: 15. june 2016, not sign.
//alternative.AddUtilityTerm(48, schoolTourLogsum);
// Business and school stops
alternative = choiceProbabilityCalculator.GetAlternative(3, (personDay.Person.IsWorker && personDay.Person.IsStudent), choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(61, 1);
alternative.AddUtilityTerm(28, workTourLogsum);
//GV: 15. june 2016, not sign.
//alternative.AddUtilityTerm(48, schoolTourLogsum);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonWrapper person, int sampleSize, IParcelWrapper choice = null, bool choseHome = false)
{
int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(Global.Settings.Purposes.Work, Global.Settings.TourPriorities.HomeBasedTour, Global.Settings.Modes.Sov, person.PersonType);
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, person.Household.ResidenceParcel);
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
WorkLocationUtilities workLocationUtilites = new WorkLocationUtilities(person, sampleSize, destinationArrivalTime, destinationDepartureTime);
Dictionary <DestinationSampler.TourSampleItem, int> sampleItems = destinationSampler.SampleAndReturnTourDestinations(workLocationUtilites);
int index = 0;
foreach (KeyValuePair <DestinationSampler.TourSampleItem, int> sampleItem in sampleItems)
{
bool available = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);
if (!available)
{
continue;
}
alternative.Choice = destinationParcel;
double workTourLogsum = 0D;
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, person.Household.ResidenceParcel, destinationParcel, destinationArrivalTime, destinationDepartureTime, person.Household.HouseholdTotals.DrivingAgeMembers, 0.0);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, person.Household.ResidenceParcel, destinationParcel, destinationArrivalTime, destinationDepartureTime, person.Household.HouseholdTotals.DrivingAgeMembers, 0.0, Global.Settings.Purposes.Work);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
int votSegment = person.Household.GetVotALSegment();
int taSegment = destinationParcel.TransitAccessSegment();
double aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment];
double distanceFromOrigin = person.Household.ResidenceParcel.DistanceFromOrigin(destinationParcel, 1);
double distance1 = Math.Min(distanceFromOrigin, .35);
double distance2 = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
double distance3 = Math.Max(0, distanceFromOrigin - 1);
double distanceLog = Math.Log(1 + distanceFromOrigin);
double distanceFromSchool = person.IsFullOrPartTimeWorker ? 0 : person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
// parcel buffers
double educationBuffer = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1);
double governmentBuffer = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1);
double officeBuffer = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1);
double serviceBuffer = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1);
double householdsBuffer = Math.Log(destinationParcel.HouseholdsBuffer2 + 1);
// var retailBuffer = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1);
double industrialAgricultureConstructionBuffer = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1);
double foodBuffer = Math.Log(destinationParcel.EmploymentFoodBuffer2 + 1);
double medicalBuffer = Math.Log(destinationParcel.EmploymentMedicalBuffer2 + 1);
double employmentTotalBuffer = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1);
double studentsUniversityBuffer = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1);
double studentsK12Buffer = Math.Log(destinationParcel.StudentsK8Buffer2 + destinationParcel.StudentsHighSchoolBuffer2 + 1);
// var mixedUse4Index = destinationParcel.MixedUse4Index2();
//size attributes (derived)
double employmentIndustrialAgricultureConstruction = destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction;
// parking attributes
double parcelParkingDensity = destinationParcel.ParcelParkingPerTotalEmployment();
// connectivity attributes
double c34Ratio = destinationParcel.C34RatioBuffer1();
// Stefan
bool isInCopenhagenMunicipality = true; //destinationParcel.Municipality == 101; Need to change this after Municipality property is added to Actum parcel file
double employmentCommercial = destinationParcel.EmploymentRetail + destinationParcel.EmploymentService;
double employmentCommercialBuffer1 = destinationParcel.EmploymentRetailBuffer1 + destinationParcel.EmploymentServiceBuffer1;
double beta00002 = -2.53;
double beta00003 = 2.65;
double beta00004 = 1.57;
double beta00005 = -0.18;
double beta00006 = -0.43;
double beta00007 = -0.19;
double beta00008 = 0.33;
double beta00009 = 0.007;
double stefanUtility =
beta00002 * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits +
beta00003 * (person.Household.Income < 300000).ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits +
beta00004 * person.IsFemale.ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits +
beta00005 * isInCopenhagenMunicipality.ToFlag() +
beta00006 * (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * isInCopenhagenMunicipality.ToFlag() +
beta00007 * (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * isInCopenhagenMunicipality.ToFlag() +
beta00008 * (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * isInCopenhagenMunicipality.ToFlag() +
beta00009 * person.Age * isInCopenhagenMunicipality.ToFlag() +
0.0; // beta00010 * (person.Household.ResidenceParcel.Municipality == destination.Municipality).ToFlag();
//Stefan non-size terms.
alternative.AddUtilityTerm(1, sampleItem.Key.AdjustmentFactor);
//alternative.AddUtilityTerm(2, destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits);
//alternative.AddUtilityTerm(3, (person.Household.Income < 300000).ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits);
//alternative.AddUtilityTerm(4, person.IsFemale.ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits);
//alternative.AddUtilityTerm(5, isInCopenhagenMunicipality.ToFlag());
//alternative.AddUtilityTerm(6, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * isInCopenhagenMunicipality.ToFlag());
//alternative.AddUtilityTerm(7, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * isInCopenhagenMunicipality.ToFlag());
//alternative.AddUtilityTerm(8, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * isInCopenhagenMunicipality.ToFlag());
//alternative.AddUtilityTerm(9, person.Age * isInCopenhagenMunicipality.ToFlag());
////alternative.AddUtilityTerm(10, (person.Household.ResidenceParcel.Municipality == destination.Municipality).ToFlag()); // Acivate this after Municipality property is added to Actum parcel file
//following logsums replace Stefan's car and public transport times
alternative.AddUtilityTerm(11, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(12, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(13, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(14, person.Household.HasMissingIncome.ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(15, person.IsFemale.ToFlag() * workTourLogsum);
alternative.AddUtilityTerm(16, person.Age * workTourLogsum);
alternative.AddUtilityTerm(17, (person.MainOccupation == 50).ToFlag() * workTourLogsum); // self-employed
//Stefan's composite term 18 replaces terms 2-10 above
alternative.AddUtilityTerm(18, stefanUtility); // see above for this composite function of StefanMabitt's utility function
//alternative.AddUtilityTerm(2, person.IsFulltimeWorker.ToFlag() * workTourLogsum);
//alternative.AddUtilityTerm(3, person.IsPartTimeWorker.ToFlag() * workTourLogsum);
//alternative.AddUtilityTerm(4, person.IsNotFullOrPartTimeWorker.ToFlag() * workTourLogsum);
//alternative.AddUtilityTerm(5, distanceLog); // for distance calibration
//alternative.AddUtilityTerm(6, person.IsFulltimeWorker.ToFlag() * distance1);
//alternative.AddUtilityTerm(7, person.IsFulltimeWorker.ToFlag() * distance2);
//alternative.AddUtilityTerm(8, person.IsFulltimeWorker.ToFlag() * distance3);
//alternative.AddUtilityTerm(9, person.IsPartTimeWorker.ToFlag() * distanceLog);
//alternative.AddUtilityTerm(10, person.IsNotFullOrPartTimeWorker.ToFlag() * distanceLog);
//alternative.AddUtilityTerm(11, person.Household.Has0To15KIncome.ToFlag() * distanceLog);
//alternative.AddUtilityTerm(12, person.Household.Has50To75KIncome.ToFlag() * distanceLog);
//alternative.AddUtilityTerm(13, person.Household.Has75To100KIncome.ToFlag() * distanceLog);
//alternative.AddUtilityTerm(14, person.IsFemale.ToFlag() * distanceLog);
//alternative.AddUtilityTerm(15, person.IsStudentAge.ToFlag() * distanceFromSchool);
//alternative.AddUtilityTerm(16, person.IsFulltimeWorker.ToFlag() * aggregateLogsum);
//alternative.AddUtilityTerm(17, person.IsPartTimeWorker.ToFlag() * aggregateLogsum);
//alternative.AddUtilityTerm(18, person.IsNotFullOrPartTimeWorker.ToFlag() * aggregateLogsum);
//alternative.AddUtilityTerm(19, parcelParkingDensity);
//alternative.AddUtilityTerm(20, c34Ratio);
//Neighborhood
//alternative.AddUtilityTerm(21, person.Household.HasValidIncome.ToFlag() * serviceBuffer);
//alternative.AddUtilityTerm(22, person.Household.HasValidIncome.ToFlag() * educationBuffer);
//alternative.AddUtilityTerm(23, person.Household.HasValidIncome.ToFlag() * foodBuffer);
//alternative.AddUtilityTerm(24, person.Household.HasValidIncome.ToFlag() * governmentBuffer);
//alternative.AddUtilityTerm(25, person.Household.HasValidIncome.ToFlag() * officeBuffer);
//alternative.AddUtilityTerm(26, person.Household.HasValidIncome.ToFlag() * medicalBuffer);
//alternative.AddUtilityTerm(27, person.Household.HasValidIncome.ToFlag() * householdsBuffer);
//alternative.AddUtilityTerm(28, person.Household.HasValidIncome.ToFlag() * studentsUniversityBuffer);
//alternative.AddUtilityTerm(29, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * studentsK12Buffer);
//alternative.AddUtilityTerm(30, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * studentsUniversityBuffer);
//alternative.AddUtilityTerm(31, person.Household.HasValidIncome.ToFlag() * person.IsPartTimeWorker.ToFlag() * industrialAgricultureConstructionBuffer);
//alternative.AddUtilityTerm(32, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * foodBuffer);
//alternative.AddUtilityTerm(33, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * medicalBuffer);
//alternative.AddUtilityTerm(34, person.IsFulltimeWorker.ToFlag() * person.Household.Has75KPlusIncome.ToFlag() * employmentTotalBuffer);
//alternative.AddUtilityTerm(35, person.IsNotFullOrPartTimeWorker.ToFlag() * person.Household.HasIncomeUnder50K.ToFlag() * governmentBuffer);
//alternative.AddUtilityTerm(36, person.IsNotFullOrPartTimeWorker.ToFlag() * person.Household.HasIncomeUnder50K.ToFlag() * employmentTotalBuffer);
//Size
// Stefan size terms.
// Note: the following assumes: (1) Stefan's size variables enter his utility function as a logsum, a la BAL;
// (2) Jobs--commercial and Jobs--finance apply to hh w unknown incomes in Stefan's spec
// If his size variables enter linearly, then if I want to replicate them I should not use alogit size functions.
// If Jobs--commercial and Jobs--finance don't apply to missing incomes, then I need to change the size functions below
alternative.AddUtilityTerm(51, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
alternative.AddUtilityTerm(52, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
alternative.AddUtilityTerm(53, (person.Household.HasValidIncome && person.Household.Income >= 600000 && person.Household.Income < 900000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
alternative.AddUtilityTerm(54, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
alternative.AddUtilityTerm(55, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial)); // second term allows first one to have base coef of 0
alternative.AddUtilityTerm(56, (person.Household.HasMissingIncome.ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial)));
alternative.AddUtilityTerm(57, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * employmentCommercial);
alternative.AddUtilityTerm(58, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * employmentCommercial);
alternative.AddUtilityTerm(59, (person.Household.HasValidIncome && person.Household.Income >= 600000 && person.Household.Income < 900000).ToFlag() * employmentCommercial);
alternative.AddUtilityTerm(60, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * employmentCommercial);
alternative.AddUtilityTerm(61, person.Household.HasMissingIncome.ToFlag() * employmentCommercial);
alternative.AddUtilityTerm(62, destinationParcel.EmploymentOffice);
//The following combine with 51-55, 56-60 and 61 to include size of entire buffer region in main size variables
alternative.AddUtilityTerm(63, (destinationParcel.EmploymentTotalBuffer1 - destinationParcel.EmploymentTotal) - (employmentCommercialBuffer1 - employmentCommercial));
alternative.AddUtilityTerm(64, employmentCommercialBuffer1 - employmentCommercial);
alternative.AddUtilityTerm(65, destinationParcel.EmploymentOfficeBuffer1 - destinationParcel.EmploymentOffice);
//alternative.AddUtilityTerm(51, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentService);
//alternative.AddUtilityTerm(52, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentEducation);
//alternative.AddUtilityTerm(53, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentFood);
//alternative.AddUtilityTerm(54, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentGovernment);
//alternative.AddUtilityTerm(55, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentOffice);
//alternative.AddUtilityTerm(56, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentRetail);
//alternative.AddUtilityTerm(57, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentMedical);
//alternative.AddUtilityTerm(58, person.Household.HasValidIncome.ToFlag() * employmentIndustrialAgricultureConstruction);
//alternative.AddUtilityTerm(59, person.Household.HasValidIncome.ToFlag() * destinationParcel.StudentsUniversity);
//alternative.AddUtilityTerm(60, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * destinationParcel.EmploymentGovernment);
//alternative.AddUtilityTerm(61, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * employmentIndustrialAgricultureConstruction);
//alternative.AddUtilityTerm(62, person.Household.HasValidIncome.ToFlag() * person.IsPartTimeWorker.ToFlag() * employmentIndustrialAgricultureConstruction);
//alternative.AddUtilityTerm(63, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentEducation);
//alternative.AddUtilityTerm(64, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentFood);
//alternative.AddUtilityTerm(65, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentRetail);
//alternative.AddUtilityTerm(66, person.Household.HasIncomeUnder50K.ToFlag() * destinationParcel.EmploymentRetail);
//alternative.AddUtilityTerm(67, person.Household.HasIncomeUnder50K.ToFlag() * destinationParcel.EmploymentService);
//alternative.AddUtilityTerm(68, person.Household.Has50To75KIncome.ToFlag() * destinationParcel.EmploymentMedical);
//alternative.AddUtilityTerm(69, person.Household.Has50To75KIncome.ToFlag() * destinationParcel.EmploymentOffice);
//alternative.AddUtilityTerm(70, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentEducation);
//alternative.AddUtilityTerm(71, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentGovernment);
//alternative.AddUtilityTerm(72, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentMedical);
//alternative.AddUtilityTerm(73, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentOffice);
//alternative.AddUtilityTerm(74, person.IsFulltimeWorker.ToFlag() * person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentGovernment);
//alternative.AddUtilityTerm(75, person.IsFulltimeWorker.ToFlag() * (!person.Household.Has75KPlusIncome).ToFlag() * employmentIndustrialAgricultureConstruction);
//alternative.AddUtilityTerm(76, person.IsPartTimeWorker.ToFlag() * (!person.Household.HasIncomeUnder50K).ToFlag() * destinationParcel.EmploymentMedical);
//alternative.AddUtilityTerm(77, (!person.IsFulltimeWorker).ToFlag() * person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentOffice);
//alternative.AddUtilityTerm(78, person.IsNotFullOrPartTimeWorker.ToFlag() * (!person.Household.HasIncomeUnder50K).ToFlag() * destinationParcel.EmploymentRetail);
//alternative.AddUtilityTerm(79, person.Household.HasMissingIncome.ToFlag() * destinationParcel.EmploymentTotal);
//alternative.AddUtilityTerm(80, person.Household.HasMissingIncome.ToFlag() * destinationParcel.StudentsUniversity);
// set shadow price depending on persontype and add it to utility
// we are using the sampling adjustment factor assuming that it is 1
alternative.AddUtilityTerm(1, destinationParcel.ShadowPriceForEmployment);
//remove nesting for estimation of conditional MNL
alternative.AddNestedAlternative(sampleSize + 2, 0, 98);
}
// JLB 20120329 added third call parameter to idenitfy whether this alt is chosen or not
ChoiceProbabilityCalculator.Alternative homeAlternative = choiceProbabilityCalculator.GetAlternative(sampleSize, true, choseHome);
homeAlternative.Choice = person.Household.ResidenceParcel;
homeAlternative.AddUtilityTerm(41, 1);
homeAlternative.AddUtilityTerm(42, (person.MainOccupation == 50).ToFlag()); // self-employed
//homeAlternative.AddUtilityTerm(42, person.IsPartTimeWorker.ToFlag());
//homeAlternative.AddUtilityTerm(43, person.IsStudentAge.ToFlag());
//homeAlternative.AddUtilityTerm(44, person.IsFemale.ToFlag());
homeAlternative.AddUtilityTerm(90, 1);
//make oddball alt unavailable and remove nesting for estimation of conditional MNL
// alternative.Available = false;
homeAlternative.AddNestedAlternative(sampleSize + 3, 1, 98);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int nCallsForTour, int[] simulatedMandatoryTours, int choice = Constants.DEFAULT_VALUE)
{
Framework.DomainModels.Wrappers.IHouseholdWrapper household = personDay.Household;
double workTourLogsum;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.Work);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
workTourLogsum = 0;
}
double schoolTourLogsum;
if (personDay.Person.UsualSchoolParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.School);
schoolTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
schoolTourLogsum = 0;
}
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = Global.Settings.VotALSegments.Medium; // TODO: calculate a VOT segment that depends on household income
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
//var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
//int hasAdultEducLevel12 = 0;
//int allAdultEducLevel12 = 1;
int youngestAge = 999;
foreach (PersonWrapper person in personDay.Household.Persons)
{
// set characteristics here that depend on person characteristics
//if (person.Age >= 18 && person.EducationLevel >= 12) hasAdultEducLevel12 = 1;
//if (person.Age >= 18 && person.EducationLevel < 12) allAdultEducLevel12 = 0;
if (person.Age < youngestAge)
{
youngestAge = person.Age;
}
}
bool schoolAvailableFlag = true;
if ((!personDay.Person.IsStudent) || (!Global.Configuration.IsInEstimationMode && personDay.Person.UsualSchoolParcel == null))
{
schoolAvailableFlag = false;
}
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, nCallsForTour > 1, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
//alternative.AddUtilityTerm(1, (nCallsForTour > 2).ToFlag()); // GV; 16.april 2013 - cannot be estimated
//alternative.AddUtilityTerm(2, householdDay.Household.HasChildren.ToFlag());
alternative.AddUtilityTerm(3, householdDay.Household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(4, householdDay.Household.HasChildrenAge5Through15.ToFlag());
//alternative.AddUtilityTerm(6, householdDay.Household.HasChildrenUnder16.ToFlag());
//alternative.AddUtilityTerm(10, (householdDay.Household.Size == 2).ToFlag()); // GV; 16. april 2013 - cannot be estimated
alternative.AddUtilityTerm(11, (householdDay.Household.Size == 3).ToFlag());
alternative.AddUtilityTerm(12, (householdDay.Household.Size >= 4).ToFlag());
//alternative.AddUtilityTerm(14, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
//alternative.AddUtilityTerm(15, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
//alternative.AddUtilityTerm(16, (householdDay.Household.Income >= 900000).ToFlag());
//alternative.AddNestedAlternative(11, 0, 60);
// USUAL WORK
alternative = choiceProbabilityCalculator.GetAlternative(1, (personDay.Person.UsualWorkParcelId > 0 && simulatedMandatoryTours[2] == 0), choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(21, 1);
//alternative.AddUtilityTerm(22, personDay.Person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(23, personDay.Person.WorksAtHome.ToFlag());
alternative.AddUtilityTerm(24, personDay.Person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(25, personDay.Person.IsMale.ToFlag());
//alternative.AddUtilityTerm(4, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(26, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(14, (householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//alternative.AddUtilityTerm(15, (householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
alternative.AddUtilityTerm(27, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildren).ToFlag());
alternative.AddUtilityTerm(28, workTourLogsum);
//alternative.AddUtilityTerm(28, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(29, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(30, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 60);
// BUSINESS
alternative = choiceProbabilityCalculator.GetAlternative(2, (personDay.Person.IsWorker && simulatedMandatoryTours[3] == 0), choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(31, 1);
//alternative.AddUtilityTerm(32, personDay.Person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(33, personDay.Person.WorksAtHome.ToFlag());
alternative.AddUtilityTerm(34, personDay.Person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(35, personDay.Person.IsMale.ToFlag());
//alternative.AddUtilityTerm(4, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(36, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(14, (householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//alternative.AddUtilityTerm(15, (householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//GV: 13. june 2016, not sign.
//alternative.AddUtilityTerm(37, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildren).ToFlag());
alternative.AddUtilityTerm(38, workTourLogsum);
//alternative.AddUtilityTerm(38, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(39, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(40, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 60);
// SCHOOL
alternative = choiceProbabilityCalculator.GetAlternative(3, schoolAvailableFlag, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(41, 1);
//GV: 13. june 2016, not sign.
//alternative.AddUtilityTerm(42, personDay.Person.IsNonworkingAdult.ToFlag());
//alternative.AddUtilityTerm(43, personDay.Person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(43, personDay.Person.IsYouth.ToFlag());
//alternative.AddUtilityTerm(46, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(14, (householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//alternative.AddUtilityTerm(15, (householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(47, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildren).ToFlag());
alternative.AddUtilityTerm(48, workTourLogsum);
//GV: 13. june 2016, not sign.
//alternative.AddUtilityTerm(49, schoolTourLogsum);
//alternative.AddUtilityTerm(48, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
//alternative.AddUtilityTerm(49, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(50, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 60);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IHouseholdWrapper household, int choice = Constants.DEFAULT_VALUE)
{
// var distanceToTransitCappedUnderQtrMile = household.ResidenceParcel.DistanceToTransitCappedUnderQtrMile();
// var distanceToTransitQtrToHalfMile = household.ResidenceParcel.DistanceToTransitQtrToHalfMile();
double foodRetailServiceMedicalLogBuffer1 = household.ResidenceParcel.FoodRetailServiceMedicalLogBuffer1();
double workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
double schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership
// const double workTourOtherLogsumDifference = 0D; // (other workers) full car ownership vs. no car ownership
foreach (IPersonWrapper person in household.Persons)
{
if (person.IsWorker && person.UsualWorkParcel != null && person.UsualWorkParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, 0);
workTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.IsDrivingAgeStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, 0);
schoolTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
schoolTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
}
// var votSegment = household.VotALSegment;
//var taSegment = household.ResidenceParcel.TransitAccessSegment();
//var aggregateLogsumDifference = // full car ownership vs. no car ownership
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment] -
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
double distanceToStop
= household.ResidenceParcel.GetDistanceToTransit() > 0
? Math.Min(household.ResidenceParcel.GetDistanceToTransit(), 2 * Global.Settings.DistanceUnitsPerMile) // JLBscale
: 2 * Global.Settings.DistanceUnitsPerMile;
int ruralFlag = household.ResidenceParcel.RuralFlag();
double zeroVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own0VehiclesCoefficientForAVHouseholds : 0;
double oneVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own1VehicleCoefficientForAVHouseholds : 0;
double zeroVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_DensityCoefficientForOwning0Vehicles * Math.Min(household.ResidenceBuffer2Density, 6000) : 0;
double oneVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning1Vehicle : 0;
double twoVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning2Vehicles : 0;
double threeVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning3Vehicles : 0;
double fourVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning4Vehicles : 0;
// 0 AUTOS
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(90, 1); //new calibration constant - can be used in estimation if coefficient 5 is constrained to 0
alternative.AddUtilityTerm(1, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(5, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(9, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(13, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 0);
alternative.AddUtilityTerm(18, household.HasNoFullOrPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(19, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
// alternative.AddUtility(23, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
// alternative.AddUtility(27, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(31, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(35, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// alternative.AddUtility(39, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(43, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(47, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(51, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(55, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(59, workTourLogsumDifference);
// alternative.AddUtility(61, workTourOtherLogsumDifference);
alternative.AddUtilityTerm(63, schoolTourLogsumDifference);
// alternative.AddUtility(67, aggregateLogsumDifference);
alternative.AddUtilityTerm(69, Math.Log(distanceToStop));
// alternative.AddUtility(70, Math.Log(1+household.ResidenceParcel.StopsTransitBuffer1));
alternative.AddUtilityTerm(73, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1);
alternative.AddUtilityTerm(75, foodRetailServiceMedicalLogBuffer1);
alternative.AddUtilityTerm(77, workTourLogsumDifference * ruralFlag);
// alternative.AddUtility(78, workTourOtherLogsumDifference * ruralFlag);
// alternative.AddUtility(79, aggregateLogsumDifference * ruralFlag);
// alternative.AddUtility(80, Math.Log(distanceToStop)*ruralFlag);
// alternative.AddUtility(81, Math.Log(1+household.ResidenceParcel.StopsTransitBuffer1)*ruralFlag);
// alternative.AddUtility(82, foodRetailServiceMedicalQtrMileLog * ruralFlag);
alternative.AddUtilityTerm(83, ruralFlag);
alternative.AddUtilityTerm(200, zeroVehAVEffect);
alternative.AddUtilityTerm(200, zeroVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 1 AUTO
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(91, 1); //new calibration constant - can be used in estimation if coefficient 6 is constrained to 0
alternative.AddUtilityTerm(6, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(10, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(14, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 1D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 1 car per driving age members
alternative.AddUtilityTerm(18, household.Has1OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(20, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(24, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(28, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(32, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(36, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// alternative.AddUtility(40, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(44, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(48, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(52, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(56, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan1.ToFlag());
//alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(200, oneVehAVEffect);
alternative.AddUtilityTerm(200, oneVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 2 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(92, 1); //new calibration constant - must be constrained to 0 in estimation
alternative.AddUtilityTerm(2, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(11, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(15, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 2D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 2 cars per driving age members
alternative.AddUtilityTerm(18, household.Has2OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(200, twoVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 3 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(3, true, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(93, 1); //new calibration constant - can be used in estimation if coefficient 7 is constrained to 0
alternative.AddUtilityTerm(3, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(7, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(16, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 3D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 3 cars per driving age members
alternative.AddUtilityTerm(18, household.Has3OrLessFullOrPartTimeWorkers.ToFlag());
// alternative.AddUtility(21, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(25, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(29, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
// alternative.AddUtility(33, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(37, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
alternative.AddUtilityTerm(41, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(45, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(49, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(53, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(57, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(200, threeVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 4+ AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(4, true, choice == 4);
alternative.Choice = 4;
alternative.AddUtilityTerm(94, 1); //new calibration constant - can be used in estimation if coefficient 8 is constrained to 0
alternative.AddUtilityTerm(4, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(8, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(12, household.Has3Drivers.ToFlag());
// alternative.AddUtility(17, 4D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 4 cars per driving age members
alternative.AddUtilityTerm(18, household.Has4OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(22, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(26, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
// alternative.AddUtility(30, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(34, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(38, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
alternative.AddUtilityTerm(42, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(46, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(50, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(54, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(58, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(200, fourVehSEEffect);
RegionSpecificCustomizations(alternative, household);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int jHTSimulated, int genChoice, bool[,] jHTAvailable, bool[] fHTAvailable, int[][] altParticipants, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointHalfTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
int pairedHalfTour = genChoice == 1 ? 1 : 0;
int firstHalfTour = genChoice == 2 ? 1 : 0;
int secondHalfTour = genChoice == 3 ? 1 : 0;
// set household characteristics here that don't depend on person characteristics
int carOwnership =
householdDay.Household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: householdDay.Household.VehiclesAvailable < householdDay.Household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int hhsize = householdDay.Household.Size;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = householdDay.Household.GetVotALSegment();
int transitAccessSegment = householdDay.Household.ResidenceParcel.TransitAccessSegment();
double totalAggregateLogsum = Global.AggregateLogsums[householdDay.Household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
IPersonDayWrapper pPersonDay = null;
IParcelWrapper[] pUsualLocation = new IParcelWrapper[6];
int[] pUsualLocationId = new int[6];
int[] pPatternType = new int[6];
int[] pConstant = new int[6];
int[,] pType = new int[9, 6];
int[] pAdult = new int[6];
int[] pChild = new int[6];
int[] pAge = new int[6];
int[] pAdultFemale = new int[6];
int[] pAdultMandatory = new int[6];
int[] pNonMandatory = new int[6];
int[] pFemaleNonMandatory = new int[6];
int[] pAdultWithChildrenUnder16 = new int[6];
int[] pType7AgeUnder12 = new int[6];
int[] pType7Age12Plus = new int[6];
int[] pAgeUnder13 = new int[6];
int[] pAge5To8 = new int[6];
int[] pAge9To12 = new int[6];
int[] pAge13To15 = new int[6];
int[] pTransitAdult = new int[6];
int[] pTransitChild = new int[6];
int[] pDrivingAge = new int[6];
bool[] pHasMandatoryTourToUsualLocation = new bool[6];
bool[] pIsDrivingAge = new bool[6];
int count = 0;
foreach (PersonDayWrapper personDay in orderedPersonDays)
{
count++;
if (count <= 5)
{
if (count == 1)
{
pPersonDay = personDay;
}
// set characteristics here that depend on person characteristics
if (personDay.Person.IsFullOrPartTimeWorker && personDay.Person.UsualWorkParcel != null)
{
pUsualLocation[count] = personDay.Person.UsualWorkParcel;
}
else if (personDay.Person.IsStudent && personDay.Person.UsualSchoolParcel != null)
{
pUsualLocation[count] = personDay.Person.UsualSchoolParcel;
}
else if (personDay.Person.IsWorker && personDay.Person.IsNotFullOrPartTimeWorker && personDay.Person.UsualWorkParcel != null)
{
pUsualLocation[count] = personDay.Person.UsualWorkParcel;
}
else
{
pUsualLocation[count] = personDay.Household.ResidenceParcel;
}
for (int i = 1; i < 9; i++)
{
pType[personDay.Person.PersonType, count] = 1;
}
pPatternType[count] = personDay.PatternType;
pConstant[count] = 1;
pAdult[count] = personDay.Person.IsAdult.ToFlag();
pChild[count] = (!(personDay.Person.IsAdult)).ToFlag();
pAdultWithChildrenUnder16[count] = (personDay.Person.IsAdult && personDay.Household.HasChildrenUnder16).ToFlag();
pAdultFemale[count] = personDay.Person.IsAdultFemale.ToFlag();
pAdultMandatory[count] = personDay.Person.IsAdult.ToFlag() * (personDay.PatternType == Global.Settings.PatternTypes.Mandatory).ToFlag();
pNonMandatory[count] = (personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pFemaleNonMandatory[count] = personDay.Person.IsAdultFemale.ToFlag() * (personDay.PatternType == Global.Settings.PatternTypes.Optional).ToFlag();
pType7AgeUnder12[count] = (personDay.Person.IsChildAge5Through15 && personDay.Person.Age < 12).ToFlag();
pType7Age12Plus[count] = (personDay.Person.IsChildAge5Through15 && personDay.Person.Age >= 12).ToFlag();
pAgeUnder13[count] = (personDay.Person.Age < 13).ToFlag();
pAge5To8[count] = (personDay.Person.Age >= 5 && personDay.Person.Age <= 8).ToFlag();
pAge9To12[count] = (personDay.Person.Age >= 9 && personDay.Person.Age <= 12).ToFlag();
pAge13To15[count] = (personDay.Person.Age >= 13 && personDay.Person.Age <= 15).ToFlag();
pTransitAdult[count] = (personDay.Person.TransitPassOwnership == 1 ? 1 : 0) * (personDay.Person.IsAdult.ToFlag());
pTransitChild[count] = (personDay.Person.TransitPassOwnership == 1 ? 1 : 0) * ((!personDay.Person.IsAdult).ToFlag());
pDrivingAge[count] = personDay.Person.IsDrivingAge.ToFlag();
pHasMandatoryTourToUsualLocation[count] = personDay.HasMandatoryTourToUsualLocation;
pIsDrivingAge[count] = personDay.Person.IsDrivingAge;
}
}
int componentIndex = 0;
//Create person utility components
int[] componentPerson = new int[6];
for (int p = 1; p <= 5; p++)
{
// create component for basic person-purposes
componentIndex++;
componentPerson[p] = componentIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentPerson[p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(01, pType[1, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(02, pType[2, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(03, pType[3, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(04, pType[4, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(05, pType[5, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(06, pType[6, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(07, pType[7, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(08, pType[8, p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(09, pAge5To8[p]);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(10, pAge9To12[p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(11, pAdultFemale[p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(12, pNonMandatory[p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(13, pFemaleNonMandatory[p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(14, pTransitAdult[p]);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(15, pTransitChild[p]);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(21, pType[1, p] * secondHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(22, pType[2, p] * secondHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(23, pType[3, p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(24, pType[4, p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(25, pType[5, p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(26, pType[6, p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(27, pType[7, p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(28, pType[8, p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(29, pAge5To8[p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(30, pAge9To12[p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(31, pAdultFemale[p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(32, pNonMandatory[p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(33, pFemaleNonMandatory[p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(34, pTransitAdult[p] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(35, pTransitChild[p] * secondHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(41, pType[1, p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(42, pType[2, p] * pairedHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(43, pType[3, p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(44, pType[4, p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(45, pType[5, p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(46, pType[6, p] * pairedHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(47, pType[7, p] * pairedHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(48, pType[8, p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(49, pAge5To8[p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(50, pAge9To12[p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(51, pAdultFemale[p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(52, pNonMandatory[p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(53, pFemaleNonMandatory[p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(54, pTransitAdult[p] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]).AddUtilityTerm(55, pTransitChild[p] * pairedHalfTour);
}
//create two-way match interaction utility components
int[,] componentMatch = new int[6, 6];
int[,] iMatchAgeUnder13 = new int[6, 6];
int[,] iMatchAdult = new int[6, 6];
int[,] iMatchAdultWithChildrenUnder16 = new int[6, 6];
int[,] iMatchMandatoryAdults = new int[6, 6];
int[,] iMatchChild = new int[6, 6];
int[,] iMatchNonMandatory = new int[6, 6];
int[,] iMatchAdultsCarDeficit = new int[6, 6];
int[,] iMatchAdultCountAtHome = new int[6, 6];
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 < t2; t1++)
{
//populate match variables
iMatchAgeUnder13[t1, t2] = pAgeUnder13[t1] * pAgeUnder13[t2];
iMatchAdult[t1, t2] = pAdult[t1] * pAdult[t2];
iMatchAdultWithChildrenUnder16[t1, t2] = pAdultWithChildrenUnder16[t1] * pAdultWithChildrenUnder16[t2];
iMatchMandatoryAdults[t1, t2] = pAdultMandatory[t1] * pAdultMandatory[t2];
iMatchChild[t1, t2] = (1 - pAdult[t1]) * (1 - pAdult[t2]);
iMatchNonMandatory[t1, t2] = pNonMandatory[t1] * pNonMandatory[t2];
iMatchAdultsCarDeficit[t1, t2] = pAdult[t1] * pAdult[t2] * (carCompetitionFlag + noCarsFlag);
//create and populate components
componentIndex++;
componentMatch[t1, t2] = componentIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentMatch[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(61, iMatchAgeUnder13[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(62, iMatchAdult[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(63, iMatchMandatoryAdults[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(64, iMatchNonMandatory[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(65, iMatchAdultWithChildrenUnder16[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(66, iMatchChild[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(67, iMatchAdultsCarDeficit[t1, t2]);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(71, iMatchAgeUnder13[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(72, iMatchAdult[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(73, iMatchMandatoryAdults[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(74, iMatchNonMandatory[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(75, iMatchAdultWithChildrenUnder16[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(76, iMatchChild[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(77, iMatchAdultsCarDeficit[t1, t2] * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(81, iMatchAgeUnder13[t1, t2] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(82, iMatchAdult[t1, t2] * pairedHalfTour);
choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(83, iMatchMandatoryAdults[t1, t2] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(84, iMatchNonMandatory[t1, t2] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(85, iMatchAdultWithChildrenUnder16[t1, t2] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(86, iMatchChild[t1, t2] * pairedHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]).AddUtilityTerm(87, iMatchAdultsCarDeficit[t1, t2] * pairedHalfTour);
}
}
//create two-way cross interaction utility components
int[,] componentCross = new int[6, 6];
int iCrossAgeUnder5AndNonMandatory;
int iCrossAge5To12AndNonMandatory;
int iCrossAge13To15AndNonMandatory;
int iCrossDrivingAgeChildAndNonMandatory;
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 <= 5; t1++)
{
if (!(t1 == t2))
{
//populate cross variables
iCrossAge5To12AndNonMandatory = pNonMandatory[t1] * (pAge5To8[t2] + pAge9To12[t2]);
iCrossAgeUnder5AndNonMandatory = pNonMandatory[t1] * pType[8, t2];
iCrossAge13To15AndNonMandatory = pNonMandatory[t1] * pAge13To15[t2];
iCrossDrivingAgeChildAndNonMandatory = pNonMandatory[t1] * pType[6, t2];
//create and populate cross components
componentIndex++;
componentCross[t1, t2] = componentIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentCross[t1, t2]);
choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(91, iCrossAgeUnder5AndNonMandatory);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(92, iCrossAge5To12AndNonMandatory);
choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(93, iCrossAge13To15AndNonMandatory);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(94, iCrossDrivingAgeChildAndNonMandatory);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(95, iCrossAgeUnder5AndNonMandatory * secondHalfTour);
//choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]).AddUtilityTerm(96, iCrossAgeUnder5AndNonMandatory * pairedHalfTour);
}
}
}
//Generate utility funtions for the alternatives
bool[] available = new bool[32];
bool[] chosen = new bool[32];
int numberOfParticipants;
int workersParticipating;
int numberOfParticipatingChildren;
int numberOfParticipatingAdults;
int numberOfAvailableChildren;
int numberOfAvailablePersons;
int numberOfAvailableAdults;
for (int alt = 0; alt < 32; alt++)
{
available[alt] = false;
chosen[alt] = false;
// set availability based on household size
if (hhsize >= altParticipants[alt][6])
{
available[alt] = true;
}
// restrict availability based on person unavailability
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && (jHTAvailable[genChoice - 1, i] == false || fHTAvailable[i] == false))
{
available[alt] = false;
}
}
// restrict availability to cases where all non-driving age participants have same usual location
// first determine first non-adult's usual location
IParcelWrapper sameUsualLocation = householdDay.Household.ResidenceParcel;
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && pPatternType[i] == 1 && pUsualLocation[i].Id > 0 && !(pDrivingAge[i] == 1))
{
sameUsualLocation = pUsualLocation[i];
break;
}
}
// then make alt unavailable if any M-Usual participant has a different usualLocation
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && pHasMandatoryTourToUsualLocation[i] && !(pUsualLocation[i].Id == sameUsualLocation.Id) && !(pDrivingAge[i] == 1))
{
available[alt] = false;
break;
}
}
// restrict availability of alts that include less than 2 participants
if (altParticipants[alt][7] < 2)
{
available[alt] = false;
}
// restrict availability if 2+ participants lack tour to usual location
int numberLackMandatoryTourToUsualLocation = 0;
for (int i = 1; i <= 5; i++)
{
if (altParticipants[alt][i] == 1 && !pHasMandatoryTourToUsualLocation[i])
{
numberLackMandatoryTourToUsualLocation++;
}
}
if (numberLackMandatoryTourToUsualLocation > 1)
{
available[alt] = false;
}
//JLB 20140404 remove the drivign age requirement because children can walk, bik or take bus to/from school without an adult.
// require at least one driving age (as chauffeur)
//int numberDrivingAge = 0;
//for (int i = 1; i <= 5; i++) {
// if (altParticipants[alt][i] == 1 && pIsDrivingAge[i]) {
// numberDrivingAge++;
// }
//}
//if (numberDrivingAge == 0) {
// available[alt] = false;
//}
// Generate alt-specific variables
numberOfParticipants = 0;
workersParticipating = 0;
numberOfParticipatingChildren = 0;
numberOfParticipatingAdults = 0;
numberOfAvailableChildren = 0;
numberOfAvailablePersons = 0;
numberOfAvailableAdults = 0;
if (available[alt] == true)
{
for (int i = 1; i <= 5; i++)
{
if (pChild[i] == 1 && pUsualLocation[i].Id == sameUsualLocation.Id)
{
numberOfAvailableChildren++;
numberOfAvailablePersons++;
}
if (pAdult[i] == 1 && (pPatternType[i] == Global.Settings.PatternTypes.Optional || pUsualLocation[i].Id == sameUsualLocation.Id))
{
numberOfAvailableChildren++;
numberOfAvailableAdults++;
}
if (altParticipants[alt][i] == 1)
{
numberOfParticipants++;
if (pType[0, i] == 1 || pType[1, i] == 1)
{
workersParticipating++;
}
if (pAdult[i] == 1)
{
numberOfParticipatingAdults++;
}
if (pChild[i] == 1)
{
numberOfParticipatingChildren++;
}
}
}
}
double tourLogsum = 0;
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(pPersonDay, pPersonDay.Household.ResidenceParcel, sameUsualLocation, destinationArrivalTime, destinationDepartureTime, pPersonDay.Household.VehiclesAvailable);
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
// determine choice
if (choice == alt)
{
chosen[alt] = true;
}
//Get the alternative
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alt, available[alt], chosen[alt]);
alternative.Choice = alt;
//Add alt-specific utility terms
alternative.AddUtilityTerm(101, (numberOfParticipatingAdults > 1 && numberOfParticipatingChildren > 0) ? 1 : 0);
alternative.AddUtilityTerm(102, (numberOfParticipatingChildren < numberOfAvailableChildren) ? 1 : 0);
alternative.AddUtilityTerm(103, (numberOfParticipatingAdults == 0) ? 1 : 0);
//alternative.AddUtilityTerm(104, (numberOfParticipants < numberOfAvailablePersons) ? 1 : 0);
alternative.AddUtilityTerm(105, tourLogsum);
//alternative.AddUtilityTerm(105, ((numberOfParticipatingAdults > 1 && numberOfParticipatingChildren > 0) ? 1 : 0) * secondHalfTour);
//alternative.AddUtilityTerm(106, ((numberOfParticipatingAdults > 1 && numberOfParticipatingChildren > 0) ? 1 : 0) * pairedHalfTour);
//Add utility components
for (int p = 1; p <= 5; p++)
{
if (altParticipants[alt][p] == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(componentPerson[p]));
}
}
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 < t2; t1++)
{
if (altParticipants[alt][t1] == 1 && altParticipants[alt][t2] == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(componentMatch[t1, t2]));
}
}
}
for (int t2 = 1; t2 <= 5; t2++)
{
for (int t1 = 1; t1 <= 5; t1++)
{
if (!(t1 == t2))
{
if (altParticipants[alt][t1] == 1 && altParticipants[alt][t2] == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(componentCross[t1, t2]));
}
}
}
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, DayPattern choice = null)
{
IHouseholdWrapper household = personDay.Household;
IParcelWrapper residenceParcel = household.ResidenceParcel;
IPersonWrapper person = personDay.Person;
int carsPerDriver = household.GetCarsPerDriver();
double mixedDensity = residenceParcel.MixedUse3Index2();
double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
double[] purposeLogsums = new double[Global.Settings.Purposes.TotalPurposes];
double[] atUsualLogsums = new double[3];
int carOwnership = person.GetCarOwnershipSegment();
int votSegment = person.Household.GetVotALSegment();
int transitAccess = residenceParcel.TransitAccessSegment();
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.Work] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsums[Global.Settings.Purposes.Work] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
atUsualLogsums[Global.Settings.Purposes.Work] = Global.AggregateLogsums[person.UsualWorkParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualWorkParcel.TransitAccessSegment()];
}
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.School] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsums[Global.Settings.Purposes.School] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
atUsualLogsums[Global.Settings.Purposes.School] = Global.AggregateLogsums[person.UsualSchoolParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualSchoolParcel.TransitAccessSegment()];
}
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Escort] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Escort][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.PersonalBusiness] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.PersonalBusiness][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Shopping] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Shopping][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Meal] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Meal][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Social] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Social][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Recreation] = compositeLogsum;
purposeLogsums[Global.Settings.Purposes.Medical] = compositeLogsum;
for (int xPurpose = Global.Settings.Purposes.Work; xPurpose <= Global.Settings.Purposes.Social + 10; xPurpose++)
{
// extra components 1-5 are for 2,3,4,5,6 tour purposes
// extra components 6-10 are for 2,3,4,5,6 stop puroposes
// recode purpose to match coefficients
int purpose = xPurpose <= Global.Settings.Purposes.Social ? xPurpose :
xPurpose <= Global.Settings.Purposes.Social + 5 ?
Global.Settings.Purposes.Social + 1 : Global.Settings.Purposes.Social + 2;
// get correct multiplier on coefficients.
double xMultiplier = xPurpose <= Global.Settings.Purposes.Social ? 1.0 :
xPurpose <= Global.Settings.Purposes.Social + 5 ?
Math.Log(xPurpose - Global.Settings.Purposes.Social + 1) : Math.Log(xPurpose - Global.Settings.Purposes.Social - 5 + 1);
choiceProbabilityCalculator.CreateUtilityComponent(xPurpose);
ChoiceProbabilityCalculator.Component component = choiceProbabilityCalculator.GetUtilityComponent(xPurpose);
component.AddUtilityTerm(100 * purpose + 51, xMultiplier * person.IsFulltimeWorker.ToFlag());
component.AddUtilityTerm(100 * purpose + 2, xMultiplier * person.IsPartTimeWorker.ToFlag());
component.AddUtilityTerm(100 * purpose + 3, xMultiplier * person.IsRetiredAdult.ToFlag());
component.AddUtilityTerm(100 * purpose + 4, xMultiplier * person.IsNonworkingAdult.ToFlag());
component.AddUtilityTerm(100 * purpose + 5, xMultiplier * person.IsUniversityStudent.ToFlag());
component.AddUtilityTerm(100 * purpose + 6, xMultiplier * person.IsDrivingAgeStudent.ToFlag());
component.AddUtilityTerm(100 * purpose + 7, xMultiplier * person.IsChildAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 8, xMultiplier * person.IsChildUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 9, xMultiplier * household.Has0To25KIncome.ToFlag());
component.AddUtilityTerm(100 * purpose + 10, xMultiplier * household.Has25To45KIncome.ToFlag());
component.AddUtilityTerm(100 * purpose + 11, xMultiplier * household.Has75KPlusIncome.ToFlag());
component.AddUtilityTerm(100 * purpose + 12, xMultiplier * carsPerDriver);
component.AddUtilityTerm(100 * purpose + 13, xMultiplier * person.IsOnlyAdult().ToFlag());
component.AddUtilityTerm(100 * purpose + 14, xMultiplier * person.IsOnlyFullOrPartTimeWorker().ToFlag());
component.AddUtilityTerm(100 * purpose + 15, xMultiplier * 0);
component.AddUtilityTerm(100 * purpose + 16, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
component.AddUtilityTerm(100 * purpose + 17, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 18, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 19, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 20, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 21, xMultiplier * person.AgeIsBetween18And25.ToFlag());
component.AddUtilityTerm(100 * purpose + 22, xMultiplier * person.AgeIsBetween26And35.ToFlag());
component.AddUtilityTerm(100 * purpose + 23, xMultiplier * person.AgeIsBetween51And65.ToFlag());
component.AddUtilityTerm(100 * purpose + 24, xMultiplier * person.WorksAtHome().ToFlag());
component.AddUtilityTerm(100 * purpose + 25, xMultiplier * mixedDensity);
component.AddUtilityTerm(100 * purpose + 26, xMultiplier * intersectionDensity);
component.AddUtilityTerm(100 * purpose + 27, xMultiplier * purposeLogsums[purpose]);
component.AddUtilityTerm(100 * purpose + 28, xMultiplier * person.TransitPassOwnership);
}
// tour utility
int tourComponentIndex = Global.Settings.Purposes.Social + 11;
choiceProbabilityCalculator.CreateUtilityComponent(tourComponentIndex);
ChoiceProbabilityCalculator.Component tourComponent = choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex);
tourComponent.AddUtilityTerm(1401, carsPerDriver);
tourComponent.AddUtilityTerm(1402, person.WorksAtHome().ToFlag());
tourComponent.AddUtilityTerm(1403, mixedDensity);
tourComponent.AddUtilityTerm(1404, mixedDensity * person.IsChildAge5Through15.ToFlag());
tourComponent.AddUtilityTerm(1405, compositeLogsum);
tourComponent.AddUtilityTerm(1406, person.TransitPassOwnership);
// stop utility
int stopComponentIndex = Global.Settings.Purposes.Social + 12;
choiceProbabilityCalculator.CreateUtilityComponent(stopComponentIndex);
ChoiceProbabilityCalculator.Component stopComponent = choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex);
stopComponent.AddUtilityTerm(1411, carsPerDriver);
stopComponent.AddUtilityTerm(1412, person.WorksAtHome().ToFlag());
stopComponent.AddUtilityTerm(1413, mixedDensity);
stopComponent.AddUtilityTerm(1414, mixedDensity * person.IsChildAge5Through15.ToFlag());
stopComponent.AddUtilityTerm(1415, compositeLogsum);
stopComponent.AddUtilityTerm(1416, person.TransitPassOwnership);
for (int alternativeIndex = 0; alternativeIndex < TOTAL_ALTERNATIVES; alternativeIndex++)
{
DayPattern dayPattern = _dayPatterns[alternativeIndex];
bool available =
// work tours and stops only available for workers
(person.IsWorker || (dayPattern.WorkTours <= 0 && dayPattern.WorkStops <= 0)) &&
// school tours and stops only available for students with usual school parcel not at home
((person.IsStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcel != person.Household.ResidenceParcel) || (dayPattern.SchoolTours <= 0 && dayPattern.SchoolStops <= 0)) &&
// school stops not available if usual school parcel is same as usual work parcel
((person.IsStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcel != person.UsualWorkParcel) || (dayPattern.SchoolStops <= 0));
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alternativeIndex, available, choice != null && choice.Equals(dayPattern));
if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
{
continue;
}
alternative.Choice = dayPattern;
// components for the purposes
for (int purpose = Global.Settings.Purposes.Work; purpose <= Global.Settings.Purposes.Social; purpose++)
{
if (dayPattern.Tours[purpose] > 0 || dayPattern.Stops[purpose] > 0)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(purpose));
if (dayPattern.Tours[purpose] > 0)
{
alternative.AddUtilityTerm(100 * purpose, 1); // tour purpose ASC
alternative.AddUtilityTerm(100 * purpose + 29, purposeLogsums[purpose]); // tour purpose logsum
alternative.AddUtilityTerm(100 * purpose + 30, person.PaidParkingAtWorkplace); // only use for work purpose
}
if (dayPattern.Stops[purpose] > 0)
{
alternative.AddUtilityTerm(100 * purpose + 1, 1); // stop purpose ASC
alternative.AddUtilityTerm(100 * purpose + 31, purposeLogsums[purpose]); // stop purpose logsum
}
if (Global.Configuration.IsInEstimationMode)
{
alternative.AddUtilityTerm(100 * purpose + 32, 1 - person.PaperDiary);
alternative.AddUtilityTerm(100 * purpose + 33, person.ProxyResponse);
}
}
}
// multiple tour purposes component
if (dayPattern.TotalTours > 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + (dayPattern.TotalTours - 1)));
}
// multiple stop purposes component
if (dayPattern.TotalStops > 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + 5 + (dayPattern.TotalStops - 1)));
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social; tourPurpose++)
{
for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 1; stopPurpose++)
{
if (tourPurpose > Global.Settings.Purposes.School && stopPurpose <= Global.Settings.Purposes.School)
{
continue;
}
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Stops[stopPurpose] > 0)
{
alternative.AddUtilityTerm(1000 + 10 * tourPurpose + stopPurpose, 1); // tour-stop comb. utility
}
}
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.School; tourPurpose++)
{
if (dayPattern.Tours[tourPurpose] == 1 && dayPattern.TotalStops >= 1)
{
alternative.AddUtilityTerm(1000 + 10 * tourPurpose, purposeLogsums[tourPurpose]); // usual location logsum x presence of stops in work or school pattern
alternative.AddUtilityTerm(1000 + 10 * tourPurpose + 8, compositeLogsum); // home aggregate logsum x presence of stops in work or school pattern
alternative.AddUtilityTerm(1000 + 10 * tourPurpose + 9, atUsualLogsums[tourPurpose]); // at usual location aggregate logsum x presence of stops in work or school pattern
}
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social - 2; tourPurpose++)
{
for (int tourPurpose2 = tourPurpose + 1; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++)
{
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0)
{
alternative.AddUtilityTerm(1100 + 10 * tourPurpose + tourPurpose2, 1); // tour-tour comb. utility
}
}
}
for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 2; stopPurpose++)
{
for (int stopPurpose2 = stopPurpose + 1; stopPurpose2 <= Global.Settings.Purposes.Social; stopPurpose2++)
{
if (dayPattern.Stops[stopPurpose] > 0 && dayPattern.Stops[stopPurpose2] > 0)
{
alternative.AddUtilityTerm(1200 + 10 * stopPurpose + stopPurpose2, 1); // stop-stop comb. utility
}
}
}
if (dayPattern.TotalTours > 0 && dayPattern.TotalStops > 0)
{
int totalStops = dayPattern.TotalStops;
if (totalStops > 3)
{
totalStops = 3;
}
alternative.AddUtilityTerm(1300 + 10 * dayPattern.TotalTours + totalStops, 1); // nttour-ntstop utility
}
if (dayPattern.TotalTours - dayPattern.Tours[Global.Settings.Purposes.Work] - dayPattern.Tours[Global.Settings.Purposes.School] > 0)
{
// tour utility
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex));
}
if (dayPattern.TotalStops - dayPattern.Stops[Global.Settings.Purposes.Work] - dayPattern.Stops[Global.Settings.Purposes.School] > 0)
{
// stop utility
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex));
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int nCallsForTour, bool[] available, int choice = Constants.DEFAULT_VALUE)
{
//var householdDay = (ActumHouseholdDayWrapper)tour.HouseholdDay;
Framework.DomainModels.Wrappers.IHouseholdWrapper household = householdDay.Household;
double workTourLogsum = 0;
double schoolTourLogsum = 0;
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointHalfTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
foreach (PersonDayWrapper personDay in orderedPersonDays)
{
//Double workTourLogsum;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.Work);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
workTourLogsum = 0;
}
if (personDay.Person.UsualSchoolParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeModel>().RunNested(personDay.Person, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers, Global.Settings.Purposes.School);
schoolTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
schoolTourLogsum = 0;
}
}
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = Global.Settings.VotALSegments.Medium; // TODO: calculate a VOT segment that depends on household income
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
//var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
int youngestAge = 999;
foreach (PersonWrapper person in householdDay.Household.Persons)
{
// set characteristics here that depend on person characteristics
if (person.Age < youngestAge)
{
youngestAge = person.Age;
}
}
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, available[0], choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
alternative.AddUtilityTerm(1, (nCallsForTour > 1).ToFlag());
alternative.AddUtilityTerm(2, householdDay.Household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(3, householdDay.Household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(4, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
alternative.AddUtilityTerm(5, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenUnder16).ToFlag());
alternative.AddUtilityTerm(6, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(7, (householdDay.AdultsInSharedHomeStay == 2 && hasAdultEducLevel12 == 1).ToFlag());
//alternative.AddUtilityTerm(8, (youngestAge >= 40).ToFlag());
//alternative.AddUtilityTerm(10, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
//alternative.AddUtilityTerm(11, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
//alternative.AddUtilityTerm(12, (householdDay.Household.Income >= 900000).ToFlag());
//alternative.AddUtilityTerm(15, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddUtilityTerm(21, personDay.Person.IsPartTimeWorker.ToFlag()); //GV - Aks John to include peson.Day in the model
//alternative.AddUtilityTerm(2, personDay.Person.IsFulltimeWorker.ToFlag()); //GV - Aks John to include peson.Day in the model
//alternative.AddUtilityTerm(22, (personDay.Person.Gender == 1).ToFlag()); //GV - Aks John to include peson.Day in the model
//alternative.AddUtilityTerm(23, (hasAdultEducLevel12 == 1).ToFlag()); //GV - Aks John to include peson.Day in the model
//alternative.AddUtilityTerm(24, MandatoryTourDay); //GV - Aks John to include peson.Day in the model
//alternative.AddUtilityTerm(25, nonMandatoryTourDay); //GV - Aks John to include peson.Day in the model
//alternative.AddUtilityTerm(26, atHomeDay); //GV - Aks John to include peson.Day in the model
alternative.AddUtilityTerm(7, (householdDay.Household.VehiclesAvailable == 1 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(8, (householdDay.Household.VehiclesAvailable >= 2 && household.Has2Drivers).ToFlag());
alternative.AddUtilityTerm(9, (householdDay.Household.Size == 3).ToFlag());
alternative.AddUtilityTerm(10, (householdDay.Household.Size >= 4).ToFlag());
// FULL PAIRED
alternative = choiceProbabilityCalculator.GetAlternative(1, available[1], choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(11, 1);
//alternative.AddUtilityTerm(12, workTourLogsum);
alternative.AddUtilityTerm(13, schoolTourLogsum);
//alternative.AddUtilityTerm(13, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 70);
// FULL HalfTour 1
alternative = choiceProbabilityCalculator.GetAlternative(2, available[2], choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(21, 1);
alternative.AddUtilityTerm(12, workTourLogsum);
//alternative.AddUtilityTerm(13, schoolTourLogsum);
//alternative.AddUtilityTerm(23, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 70);
// Full HalfTour 2
alternative = choiceProbabilityCalculator.GetAlternative(3, available[3], choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(31, 1);
alternative.AddUtilityTerm(12, workTourLogsum);
//alternative.AddUtilityTerm(13, schoolTourLogsum);
//alternative.AddUtilityTerm(33, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 70);
// PARTIAL PAIRED
alternative = choiceProbabilityCalculator.GetAlternative(4, available[4], choice == 4);
alternative.Choice = 4;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, workTourLogsum);
//GV: 14. june 2016 - not sign. and wrong sign
//alternative.AddUtilityTerm(43, schoolTourLogsum);
alternative.AddUtilityTerm(44, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 70);
// PARTIAL HalfTour 1
alternative = choiceProbabilityCalculator.GetAlternative(5, available[5], choice == 5);
alternative.Choice = 5;
alternative.AddUtilityTerm(51, 1);
alternative.AddUtilityTerm(42, workTourLogsum);
//alternative.AddUtilityTerm(43, schoolTourLogsum);
alternative.AddUtilityTerm(54, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 70);
// PARTIAL HalfTour 2
alternative = choiceProbabilityCalculator.GetAlternative(6, available[6], choice == 6);
alternative.Choice = 6;
alternative.AddUtilityTerm(61, 1);
alternative.AddUtilityTerm(42, workTourLogsum);
//alternative.AddUtilityTerm(43, schoolTourLogsum);
alternative.AddUtilityTerm(64, householdDay.PrimaryPriorityTimeFlag);
//alternative.AddNestedAlternative(12, 1, 70);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonWrapper person, int choice = Constants.DEFAULT_VALUE)
{
Framework.DomainModels.Wrappers.IParcelWrapper homeParcel = person.Household.ResidenceParcel;
Framework.DomainModels.Wrappers.IParcelWrapper workParcel = person.IsUniversityStudent ? person.UsualSchoolParcel : person.UsualWorkParcel;
Framework.DomainModels.Wrappers.IParcelWrapper schoolParcel = person.IsUniversityStudent ? null : person.UsualSchoolParcel;
bool workParcelMissing = workParcel == null;
bool schoolParcelMissing = schoolParcel == null;
const double maxTranDist = 1.5;
double homeTranDist = 99.0;
if (homeParcel.GetDistanceToTransit() >= 0.0001 && homeParcel.GetDistanceToTransit() <= maxTranDist)
{
homeTranDist = homeParcel.GetDistanceToTransit();
}
double workTranDist = 99.0;
if (!workParcelMissing && workParcel.GetDistanceToTransit() >= 0.0001 && workParcel.GetDistanceToTransit() <= maxTranDist)
{
workTranDist = workParcel.GetDistanceToTransit();
}
double schoolTranDist = 99.0;
if (!schoolParcelMissing && schoolParcel.GetDistanceToTransit() >= 0.0001 && schoolParcel.GetDistanceToTransit() <= maxTranDist)
{
schoolTranDist = schoolParcel.GetDistanceToTransit();
}
double workGenTimeNoPass = -99.0;
double workGenTimeWithPass = -99.0;
if (!workParcelMissing && workTranDist < maxTranDist && homeTranDist < maxTranDist)
{
IEnumerable <IPathTypeModel> pathTypeModels =
PathTypeModelFactory.Singleton.Run(
person.Household.RandomUtility,
homeParcel,
workParcel,
Global.Settings.Times.EightAM,
Global.Settings.Times.FivePM,
Global.Settings.Purposes.Work,
Global.Coefficients_BaseCostCoefficientPerMonetaryUnit,
Global.Configuration.Coefficients_MeanTimeCoefficient_Work,
true,
1,
0,
false,
0.0,
false,
Global.Settings.Modes.Transit);
IPathTypeModel path = pathTypeModels.First();
workGenTimeNoPass = path.GeneralizedTimeLogsum;
// intermediate variable of type IEnumerable<dynamic> is needed to acquire First() method as extension
pathTypeModels =
PathTypeModelFactory.Singleton.Run(
person.Household.RandomUtility,
homeParcel,
workParcel,
Global.Settings.Times.EightAM,
Global.Settings.Times.FivePM,
Global.Settings.Purposes.Work,
Global.Coefficients_BaseCostCoefficientPerMonetaryUnit,
Global.Configuration.Coefficients_MeanTimeCoefficient_Work,
/* isDrivingAge */ true,
/* householdCars */ 1,
/* transitPassOwnership */ 1,
/* carsAreAVs */ false,
/* transitDiscountFraction */ 1.0,
/* randomChoice */ false,
Global.Settings.Modes.Transit);
path = pathTypeModels.First();
workGenTimeWithPass = path.GeneralizedTimeLogsum;
}
// double schoolGenTimeNoPass = -99.0;
double schoolGenTimeWithPass = -99.0;
if (!schoolParcelMissing && schoolTranDist < maxTranDist && homeTranDist < maxTranDist)
{
// schoolGenTimeNoPass = path.GeneralizedTimeLogsum;
IEnumerable <IPathTypeModel> pathTypeModels =
PathTypeModelFactory.Singleton.Run(
person.Household.RandomUtility,
homeParcel,
schoolParcel,
Global.Settings.Times.EightAM,
Global.Settings.Times.ThreePM,
Global.Settings.Purposes.School,
Global.Coefficients_BaseCostCoefficientPerMonetaryUnit,
Global.Configuration.Coefficients_MeanTimeCoefficient_Other,
true,
1,
1,
false,
1.0,
false,
Global.Settings.Modes.Transit);
IPathTypeModel path = pathTypeModels.First();
schoolGenTimeWithPass = path.GeneralizedTimeLogsum;
}
const double inflection = 0.50;
double homeTranDist1 = Math.Pow(Math.Min(inflection, homeTranDist), 2.0);
double homeTranDist2 = Math.Pow(Math.Max(homeTranDist - inflection, 0), 0.5);
// var workTranDist1 = Math.Pow(Math.Min(inflection, workTranDist),2.0);
// var workTranDist2 = Math.Pow(Math.Max(workTranDist - inflection, 0),0.5);
const double minimumAggLogsum = -15.0;
int votSegment = person.Household.GetVotALSegment();
int homeTaSegment = homeParcel.TransitAccessSegment();
double homeAggregateLogsumNoCar = Math.Max(minimumAggLogsum, Global.AggregateLogsums[homeParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][homeTaSegment]);
int workTaSegment = workParcelMissing ? 0 : workParcel.TransitAccessSegment();
double workAggregateLogsumNoCar =
workParcelMissing
? 0
: Math.Max(minimumAggLogsum, Global.AggregateLogsums[workParcel.ZoneId][Global.Settings.Purposes.WorkBased][Global.Settings.CarOwnerships.NoCars][votSegment][workTaSegment]);
int schoolTaSegment = schoolParcelMissing ? 0 : schoolParcel.TransitAccessSegment();
double schoolAggregateLogsumNoCar =
schoolParcelMissing
? 0
: Math.Max(minimumAggLogsum, Global.AggregateLogsums[schoolParcel.ZoneId][Global.Settings.Purposes.WorkBased][Global.Settings.CarOwnerships.NoCars][votSegment][schoolTaSegment]);
double transitPassCostChange = !Global.Configuration.IsInEstimationMode ? Global.Configuration.PathImpedance_TransitPassCostPercentChangeVersusBase : 0;
double workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
double schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership
Framework.DomainModels.Wrappers.IHouseholdWrapper household = person.Household;
if (person.UsualWorkParcel != null && person.UsualWorkParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//JLB 201602
//var nestedAlternative1 = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0);
//var nestedAlternative2 = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0, Global.Settings.Purposes.Work);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0, Global.Settings.Purposes.Work);
workTourLogsumDifference = nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference = nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
//JLB 201602
//var nestedAlternative1 = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0);
//var nestedAlternative2 = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0, Global.Settings.Purposes.School);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0, Global.Settings.Purposes.School);
schoolTourLogsumDifference = nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
schoolTourLogsumDifference = nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
//Stefan variables
double netIncomeNetCarOwnership = Math.Max(0, (person.Household.Income / 1000.0) / 2.0 - 2.441 * 15.0 * person.Household.VehiclesAvailable); //net income minus annual cost to use household's cars in 1000s of DKK
//set household characteristics here that depend on person characteristics
int numberAdults = 0;
int numberChildren = 0;
foreach (PersonWrapper p in person.Household.Persons)
{
if (p.Age >= 18)
{
numberAdults++;
}
else
{
numberChildren++;
}
}
Framework.DomainModels.Wrappers.IParcelWrapper usualParcel = person.IsFullOrPartTimeWorker ? person.UsualWorkParcel : null;
usualParcel = (usualParcel == null && person.UsualSchoolParcel != null) ? person.UsualSchoolParcel : null;
int parkingSearchTime = 0;
double commuteDistance = 0.0;
int parkingCost = 0;
int model = 3;
if (usualParcel != null)
{
//parkingSearchTime = usualParcel.PSearchTime07_08; //uncomment when the new parcel attributes have been defined
commuteDistance = ImpedanceRoster.GetValue("distance", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, 1.0, Global.Settings.Times.EightAM, household.ResidenceParcel, usualParcel).Variable;
//parkingCost = usualParcel.ParkingCostPerHour8_18; //uncomment when the new parcel attributes have been defined
if (person.IsFulltimeWorker && usualParcel == person.UsualWorkParcel)
{
parkingCost = parkingCost * 8;
model = 1;
}
else if (person.IsPartTimeWorker && usualParcel == person.UsualWorkParcel)
{
parkingCost = parkingCost * 4;
model = 1;
}
else
{
parkingCost = parkingCost * 6; // parking for school
model = 2;
}
}
// 0 No transit pass
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(1, 0.0);
// 1 Transit pass
double stefanUtility = 0.0;
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
if (model == 1 && person.Household.VehiclesAvailable == 0)
{
double beta001 = -0.33;
double beta002 = -0.34;
double beta003 = -1.15;
double beta004 = -0.34;
double beta005 = 0.0;
double beta006 = 0.0;
double beta007 = 0.0;
double beta008 = 0.0;
double beta009 = 0.0;
double beta010 = 0.0;
double beta011 = 0.0;
double beta012 = 0.0;
stefanUtility =
beta001 * 1.0 +
beta002 * numberChildren +
beta003 * netIncomeNetCarOwnership +
beta004 * person.IsMale.ToFlag() +
beta005 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta006 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta007 * person.Age +
beta008 * Math.Pow(person.Age, 2.0) +
beta009 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta010 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta011 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta012 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(1, 1.0);
//alternative.AddUtilityTerm(2, numberChildren);
//alternative.AddUtilityTerm(3, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(4, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(5, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(6, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(7, person.Age);
//alternative.AddUtilityTerm(8, Math.Pow(person.Age, 2.0));
//non-worker/non-student models only
//alternative.AddUtilityTerm(9, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(10, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(11, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(12, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(1, stefanUtility); // this composite replaces terms *1-*12 above
//Stefan impedance (try replacign these with logsums)
alternative.AddUtilityTerm(13, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(14, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
alternative.AddUtilityTerm(15, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
alternative.AddUtilityTerm(16, (commuteDistance >= 13).ToFlag());
alternative.AddUtilityTerm(17, parkingCost);
alternative.AddUtilityTerm(18, parkingSearchTime);
//commute logsum difference variable (with and without transit pass)
alternative.AddUtilityTerm(19, workTourLogsumDifference);
}
else if (model == 1 && person.Household.VehiclesAvailable == 1)
{
double beta101 = -1.16;
int beta102 = 0;
int beta103 = 0;
int beta104 = 0;
int beta105 = 0;
double beta106 = 0.63;
double beta107 = -0.76;
double beta108 = 0.09;
int beta109 = 0;
int beta110 = 0;
int beta111 = 0;
int beta112 = 0;
stefanUtility =
beta101 * 1.0 +
beta102 * numberChildren +
beta103 * netIncomeNetCarOwnership +
beta104 * person.IsMale.ToFlag() +
beta105 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta106 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta107 * person.Age +
beta108 * Math.Pow(person.Age, 2.0) +
beta109 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta110 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta111 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta112 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(101, 1.0);
//alternative.AddUtilityTerm(102, numberChildren);
//alternative.AddUtilityTerm(103, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(104, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(105, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(106, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(107, person.Age);
//alternative.AddUtilityTerm(108, Math.Pow(person.Age, 2.0));
////non-worker/non-student models only
//alternative.AddUtilityTerm(109, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(110, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(111, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(112, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(101, stefanUtility); // this composite replaces terms *1-*12 above
//Stefan impedance (try replacign these with logsums)
alternative.AddUtilityTerm(113, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(114, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
alternative.AddUtilityTerm(115, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
alternative.AddUtilityTerm(116, (commuteDistance >= 13).ToFlag());
alternative.AddUtilityTerm(117, parkingCost);
alternative.AddUtilityTerm(118, parkingSearchTime);
//commute logsum difference variable (with and without transit pass)
alternative.AddUtilityTerm(119, workTourLogsumDifference);
}
else if (model == 1 && person.Household.VehiclesAvailable >= 2)
{
double beta201 = -0.54;
int beta202 = 0;
int beta203 = 0;
int beta204 = 0;
double beta205 = 1.35;
double beta206 = 0.42;
double beta207 = -1.5;
double beta208 = 0.17;
int beta209 = 0;
int beta210 = 0;
int beta211 = 0;
int beta212 = 0;
stefanUtility =
beta201 * 1.0 +
beta202 * numberChildren +
beta203 * netIncomeNetCarOwnership +
beta204 * person.IsMale.ToFlag() +
beta205 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta206 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta207 * person.Age +
beta208 * Math.Pow(person.Age, 2.0) +
beta209 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta210 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta211 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta212 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(201, 1.0);
//alternative.AddUtilityTerm(202, numberChildren);
//alternative.AddUtilityTerm(203, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(204, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(205, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(206, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(207, person.Age);
//alternative.AddUtilityTerm(208, Math.Pow(person.Age, 2.0));
//non-worker/non-student models only
//alternative.AddUtilityTerm(209, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(210, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(211, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(212, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(201, stefanUtility); // this composite replaces terms *1-*12 above
//Stefan impedance (try replacign these with logsums)
alternative.AddUtilityTerm(213, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(214, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
alternative.AddUtilityTerm(215, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
alternative.AddUtilityTerm(216, (commuteDistance >= 13).ToFlag());
alternative.AddUtilityTerm(217, parkingCost);
alternative.AddUtilityTerm(218, parkingSearchTime);
//commute logsum difference variable (with and without transit pass)
alternative.AddUtilityTerm(219, workTourLogsumDifference);
}
else if (model == 2 && person.Household.VehiclesAvailable == 0)
{
double beta301 = 4.74;
double beta302 = 0.39;
int beta303 = 0;
int beta304 = 0;
int beta305 = 0;
int beta306 = 0;
double beta307 = -3.95;
double beta308 = 0.62;
int beta309 = 0;
int beta310 = 0;
int beta311 = 0;
int beta312 = 0;
stefanUtility =
beta301 * 1.0 +
beta302 * numberChildren +
beta303 * netIncomeNetCarOwnership +
beta304 * person.IsMale.ToFlag() +
beta305 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta306 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta307 * person.Age +
beta308 * Math.Pow(person.Age, 2.0) +
beta309 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta310 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta311 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta312 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(301, 1.0);
//alternative.AddUtilityTerm(302, numberChildren);
//alternative.AddUtilityTerm(303, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(304, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(305, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(306, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(307, person.Age);
//alternative.AddUtilityTerm(308, Math.Pow(person.Age, 2.0));
////non-worker/non-student models only
//alternative.AddUtilityTerm(309, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(310, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(311, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(312, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(301, stefanUtility); // this composite replaces terms *1-*12 above
//Stefan impedance (try replacign these with logsums)
alternative.AddUtilityTerm(313, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(314, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
alternative.AddUtilityTerm(315, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
alternative.AddUtilityTerm(316, (commuteDistance >= 13).ToFlag());
alternative.AddUtilityTerm(317, parkingCost);
alternative.AddUtilityTerm(318, parkingSearchTime);
//commute logsum difference variable (with and without transit pass)
alternative.AddUtilityTerm(319, schoolTourLogsumDifference);
}
else if (model == 2 && person.Household.VehiclesAvailable >= 1)
{
double beta401 = 3.75;
int beta402 = 0;
int beta403 = 0;
int beta404 = 0;
int beta405 = 0;
int beta406 = 0;
double beta407 = 2.81;
double beta408 = 0.33;
int beta409 = 0;
int beta410 = 0;
int beta411 = 0;
int beta412 = 0;
stefanUtility =
beta401 * 1.0 +
beta402 * numberChildren +
beta403 * netIncomeNetCarOwnership +
beta404 * person.IsMale.ToFlag() +
beta405 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta406 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta407 * person.Age +
beta408 * Math.Pow(person.Age, 2.0) +
beta409 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta410 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta411 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta412 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(401, 1.0);
//alternative.AddUtilityTerm(402, numberChildren);
//alternative.AddUtilityTerm(403, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(404, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(405, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(406, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(407, person.Age);
//alternative.AddUtilityTerm(408, Math.Pow(person.Age, 2.0));
////non-worker/non-student models only
//alternative.AddUtilityTerm(409, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(410, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(411, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(412, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(401, stefanUtility); // this composite replaces terms *1-*12 above
//Stefan impedance (try replacign these with logsums)
alternative.AddUtilityTerm(413, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(414, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
alternative.AddUtilityTerm(415, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
alternative.AddUtilityTerm(416, (commuteDistance >= 13).ToFlag());
alternative.AddUtilityTerm(417, parkingCost);
alternative.AddUtilityTerm(418, parkingSearchTime);
//commute logsum difference variable (with and without transit pass)
alternative.AddUtilityTerm(419, schoolTourLogsumDifference);
}
else if (model == 3 && person.Household.VehiclesAvailable == 0)
{
double beta501 = 0.05;
int beta502 = 0;
int beta503 = 0;
int beta504 = 0;
double beta505 = 0.56;
double beta506 = 0.41;
int beta507 = 0;
int beta508 = 0;
int beta509 = 0;
int beta510 = 0;
double beta511 = -0.45;
int beta512 = 0;
stefanUtility =
beta501 * 1.0 +
beta502 * numberChildren +
beta503 * netIncomeNetCarOwnership +
beta504 * person.IsMale.ToFlag() +
beta505 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta506 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta507 * person.Age +
beta508 * Math.Pow(person.Age, 2.0) +
beta509 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta510 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta511 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta512 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(501, 1.0);
//alternative.AddUtilityTerm(502, numberChildren);
//alternative.AddUtilityTerm(503, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(504, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(505, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(506, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(507, person.Age);
//alternative.AddUtilityTerm(508, Math.Pow(person.Age, 2.0));
////non-worker/non-student models only
//alternative.AddUtilityTerm(509, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(510, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(511, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(512, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(501, stefanUtility); // this composite replaces terms *1-*12 above
}
else //(model == 3 && person.Household.VehiclesAvailable >= 1)
{
double beta601 = -1.7;
int beta602 = 0;
double beta603 = 0.47;
int beta604 = 0;
double beta605 = 0.63;
double beta606 = 0.46;
int beta607 = 0;
int beta608 = 0;
double beta609 = -0.32;
double beta610 = 0.35;
double beta611 = -0.37;
double beta612 = -0.09;
stefanUtility =
beta601 * 1.0 +
beta602 * numberChildren +
beta603 * netIncomeNetCarOwnership +
beta604 * person.IsMale.ToFlag() +
beta605 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
beta606 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
beta607 * person.Age +
beta608 * Math.Pow(person.Age, 2.0) +
beta609 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
beta610 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
beta611 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
beta612 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
0.0;
//Stefan utility
//alternative.AddUtilityTerm(601, 1.0);
//alternative.AddUtilityTerm(602, numberChildren);
//alternative.AddUtilityTerm(603, netIncomeNetCarOwnership);
//alternative.AddUtilityTerm(604, person.IsMale.ToFlag());
//alternative.AddUtilityTerm(605, (person.IsAdultFemale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(606, (person.IsAdultFemale && numberAdults > 1).ToFlag());
//alternative.AddUtilityTerm(607, person.Age);
//alternative.AddUtilityTerm(608, Math.Pow(person.Age, 2.0));
//non-worker/non-student models only
//alternative.AddUtilityTerm(609, (person.Household.VehiclesAvailable >= 2).ToFlag());
//alternative.AddUtilityTerm(610, (person.IsAdultMale && numberAdults == 1).ToFlag());
//alternative.AddUtilityTerm(611, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
//alternative.AddUtilityTerm(612, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
alternative.AddUtilityTerm(601, stefanUtility); // this composite replaces terms *1-*12 above
}
//alternative.AddUtilityTerm(2, person.IsPartTimeWorker.ToFlag());
//alternative.AddUtilityTerm(3, (person.IsWorker && person.IsNotFullOrPartTimeWorker).ToFlag());
//alternative.AddUtilityTerm(4, person.IsUniversityStudent.ToFlag());
//alternative.AddUtilityTerm(5, person.IsRetiredAdult.ToFlag());
//alternative.AddUtilityTerm(6, person.IsNonworkingAdult.ToFlag());
//alternative.AddUtilityTerm(7, person.IsDrivingAgeStudent.ToFlag());
//alternative.AddUtilityTerm(8, person.IsChildUnder16.ToFlag());
//alternative.AddUtilityTerm(9, Math.Log(Math.Max(1, person.Household.Income)));
//alternative.AddUtilityTerm(10, person.Household.HasMissingIncome.ToFlag());
//alternative.AddUtilityTerm(11, workParcelMissing.ToFlag());
//alternative.AddUtilityTerm(12, schoolParcelMissing.ToFlag());
//alternative.AddUtilityTerm(13, (homeTranDist < 90.0) ? homeTranDist1 : 0);
//alternative.AddUtilityTerm(14, (homeTranDist < 90.0) ? homeTranDist2 : 0);
//alternative.AddUtilityTerm(15, (homeTranDist > 90.0) ? 1 : 0);
// //alternative.AddUtility(16, (workTranDist < 90.0) ? workTranDist : 0);
// //alternative.AddUtility(17, (workTranDist < 90.0) ? workTranDist2 : 0);
// //alternative.AddUtility(18, (workTranDist > 90.0) ? 1 : 0);
// //alternative.AddUtility(19, (schoolTranDist < 90.0) ? schoolTranDist : 0);
// //alternative.AddUtility(20, (schoolTranDist > 90.0) ? 1 : 0);
// //alternative.AddUtility(21, (!workParcelMissing && workGenTimeWithPass > -90 ) ? workGenTimeWithPass : 0);
//alternative.AddUtilityTerm(22, (!workParcelMissing && workGenTimeWithPass <= -90) ? 1 : 0);
//alternative.AddUtilityTerm(23, (!workParcelMissing && workGenTimeWithPass > -90 && workGenTimeNoPass > -90) ? workGenTimeNoPass - workGenTimeWithPass : 0);
// //alternative.AddUtility(24, (!schoolParcelMissing && schoolGenTimeWithPass > -90 ) ? schoolGenTimeWithPass : 0);
//alternative.AddUtilityTerm(25, (!schoolParcelMissing && schoolGenTimeWithPass <= -90) ? 1 : 0);
//alternative.AddUtilityTerm(26, homeAggregateLogsumNoCar * (person.IsFullOrPartTimeWorker || person.IsUniversityStudent).ToFlag());
//alternative.AddUtilityTerm(27, homeAggregateLogsumNoCar * (person.IsDrivingAgeStudent || person.IsChildUnder16).ToFlag());
//alternative.AddUtilityTerm(28, homeAggregateLogsumNoCar * (person.IsNonworkingAdult).ToFlag());
//alternative.AddUtilityTerm(29, homeAggregateLogsumNoCar * (person.IsRetiredAdult).ToFlag());
//alternative.AddUtilityTerm(30, workParcelMissing ? 0 : workAggregateLogsumNoCar);
//alternative.AddUtilityTerm(31, schoolParcelMissing ? 0 : schoolAggregateLogsumNoCar);
//alternative.AddUtilityTerm(32, transitPassCostChange);
}
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency)
{
if (sampleItem == null)
{
throw new ArgumentNullException("sampleItem");
}
ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative;
if (!alternative.Available)
{
return;
}
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId];
// var destinationZoneTotals = ChoiceModelRunner.ZoneTotals[destinationParcel.ZoneId];
alternative.Choice = destinationParcel;
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(_person, _person.Household.ResidenceParcel, destinationParcel, _destinationArrivalTime, _destinationDepartureTime, _person.Household.HouseholdTotals.DrivingAgeMembers);
double schoolTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
int votSegment = _person.Household.GetVotALSegment();
int taSegment = destinationParcel.TransitAccessSegment();
double aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment];
double distanceFromOrigin = _person.Household.ResidenceParcel.DistanceFromOrigin(destinationParcel, 1);
double distance1 = Math.Min(distanceFromOrigin, .1);
double distance2 = Math.Max(0, Math.Min(distanceFromOrigin - .1, .5 - .1));
double distance3 = Math.Max(0, distanceFromOrigin - .5);
double distanceLog = Math.Log(1 + distanceFromOrigin);
double distanceFromWork = _person.IsFullOrPartTimeWorker ? _person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1) : 0;
// var millionsSquareFeet = destinationZoneTotals.MillionsSquareFeet();
// zone densities
// var eduDensity = destinationZoneTotals.GetEmploymentEducationDensity(millionsSquareFeet);
// var govDensity = destinationZoneTotals.GetEmploymentGovernmentDensity(millionsSquareFeet);
// var offDensity = destinationZoneTotals.GetEmploymentOfficeDensity(millionsSquareFeet);
// var serDensity = destinationZoneTotals.GetEmploymentServiceDensity(millionsSquareFeet);
// var houDensity = destinationZoneTotals.GetHouseholdsDensity(millionsSquareFeet);
// parcel buffers
double educationBuffer1 = Math.Log(destinationParcel.EmploymentEducationBuffer1 + 1);
//var governmentBuffer1 = Math.Log(destinationParcel.EmploymentGovernmentBuffer1 + 1);
//var officeBuffer1 = Math.Log(destinationParcel.EmploymentOfficeBuffer1 + 1);
//var serviceBuffer1 = Math.Log(destinationParcel.EmploymentServiceBuffer1 + 1);
//var householdsBuffer1 = Math.Log(destinationParcel.HouseholdsBuffer1 + 1);
//var retailBuffer1 = Math.Log(destinationParcel.EmploymentRetailBuffer1 + 1);
//var industrialAgricultureConstructionBuffer1 = Math.Log(destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1 + 1);
//var foodBuffer1 = Math.Log(destinationParcel.EmploymentFoodBuffer1 + 1);
//var medicalBuffer1 = Math.Log(destinationParcel.EmploymentMedicalBuffer1 + 1);
//var employmentTotalBuffer1 = Math.Log(destinationParcel.EmploymentTotalBuffer1 + 1);
double studentsUniversityBuffer1 = Math.Log(destinationParcel.StudentsUniversityBuffer1 + 1);
double studentsK8Buffer1 = Math.Log(destinationParcel.StudentsK8Buffer1 + 1);
double studentsHighSchoolBuffer1 = Math.Log(destinationParcel.StudentsHighSchoolBuffer1 + 1);
//var educationBuffer2 = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1);
//var governmentBuffer2 = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1);
//var officeBuffer2 = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1);
//var serviceBuffer2 = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1);
double householdsBuffer2 = Math.Log(destinationParcel.HouseholdsBuffer2 + 1);
//var retailBuffer2 = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1);
//var industrialAgricultureConstructionBuffer2 = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1);
//var foodBuffer2 = Math.Log(destinationParcel.EmploymentFoodBuffer2 + 1);
//var medicalBuffer2 = Math.Log(destinationParcel.EmploymentMedicalBuffer2 + 1);
double employmentTotalBuffer2 = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1);
double studentsUniversityBuffer2 = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1);
//var studentsK8Buffer2 = Math.Log(destinationParcel.StudentsK8Buffer2 + 1);
//var studentsHighSchoolBuffer2 = Math.Log(destinationParcel.StudentsHighSchoolBuffer2 + 1);
// var educationBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentEducationBuffer1 - destinationParcel.EmploymentEducation) + 1);
// var governmentBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentGovernmentBuffer1 - destinationParcel.EmploymentGovernment) + 1);
// var officeBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentOfficeBuffer1 - destinationParcel.EmploymentOffice) + 1);
// var serviceBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentServiceBuffer1 - destinationParcel.EmploymentService) + 1);
// var householdsBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.HouseholdsBuffer1 - destinationParcel.Households) + 1);
// var retailBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentRetailBuffer1 - destinationParcel.EmploymentRetail) + 1);
// var industrialAgricultureConstructionBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1
// - destinationParcel.EmploymentIndustrial - destinationParcel.EmploymentAgricultureConstruction) + 1);
// var foodBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentFoodBuffer1 - destinationParcel.EmploymentFood) + 1);
// var medicalBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentMedicalBuffer1 - destinationParcel.EmploymentMedical) + 1);
// var employmentTotalBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentTotalBuffer1 - destinationParcel.EmploymentTotal) + 1);
// var studentsUniversityBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.StudentsUniversityBuffer1 - destinationParcel.StudentsUniversity) + 1);
// var studentsK8Buffer1 = Math.Log(Math.Max(0.0, destinationParcel.StudentsK8Buffer1 - destinationParcel.StudentsK8) + 1);
// var studentsHighSchoolBuffer1 = Math.Log(Math.Max(0.0, destinationParcel.StudentsHighSchoolBuffer1 - destinationParcel.StudentsHighSchool) + 1);
//
// var educationBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentEducationBuffer2 - destinationParcel.EmploymentEducation) + 1);
// var governmentBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentGovernmentBuffer2 - destinationParcel.EmploymentGovernment) + 1);
// var officeBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentOfficeBuffer2 - destinationParcel.EmploymentOffice) + 1);
// var serviceBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentServiceBuffer2 - destinationParcel.EmploymentService) + 1);
// var householdsBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.HouseholdsBuffer2 - destinationParcel.Households) + 1);
// var retailBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentRetailBuffer2 - destinationParcel.EmploymentRetail) + 1);
// var industrialAgricultureConstructionBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentIndustrialBuffer2 + destinationParcel.EmploymentAgricultureConstructionBuffer2
// - destinationParcel.EmploymentIndustrial - destinationParcel.EmploymentAgricultureConstruction) + 1);
// var foodBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentFoodBuffer2 - destinationParcel.EmploymentFood) + 1);
// var medicalBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentMedicalBuffer2 - destinationParcel.EmploymentMedical) + 1);
// var employmentTotalBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.EmploymentTotalBuffer2 - destinationParcel.EmploymentTotal) + 1);
// var studentsUniversityBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.StudentsUniversityBuffer2 - destinationParcel.StudentsUniversity) + 1);
// var studentsK8Buffer2 = Math.Log(Math.Max(0.0, destinationParcel.StudentsK8Buffer2 - destinationParcel.StudentsK8) + 1);
// var studentsHighSchoolBuffer2 = Math.Log(Math.Max(0.0, destinationParcel.StudentsHighSchoolBuffer2 - destinationParcel.StudentsHighSchool) + 1);
alternative.AddUtilityTerm(1, sampleItem.AdjustmentFactor);
alternative.AddUtilityTerm(2, _person.IsChildUnder5.ToFlag() * schoolTourLogsum);
alternative.AddUtilityTerm(3, _person.IsChildAge5Through15.ToFlag() * schoolTourLogsum);
alternative.AddUtilityTerm(4, _person.IsDrivingAgeStudent.ToFlag() * schoolTourLogsum);
alternative.AddUtilityTerm(5, _person.IsUniversityStudent.ToFlag() * schoolTourLogsum);
alternative.AddUtilityTerm(6, (!_person.IsStudentAge).ToFlag() * schoolTourLogsum);
alternative.AddUtilityTerm(7, _person.IsChildUnder5.ToFlag() * distance1);
alternative.AddUtilityTerm(8, _person.IsChildUnder5.ToFlag() * distance2);
alternative.AddUtilityTerm(9, _person.IsChildUnder5.ToFlag() * distance3);
alternative.AddUtilityTerm(10, _person.IsChildAge5Through15.ToFlag() * distance1);
alternative.AddUtilityTerm(11, _person.IsChildAge5Through15.ToFlag() * distance2);
alternative.AddUtilityTerm(12, _person.IsChildAge5Through15.ToFlag() * distance3);
alternative.AddUtilityTerm(13, _person.IsDrivingAgeStudent.ToFlag() * distanceLog);
alternative.AddUtilityTerm(14, _person.IsUniversityStudent.ToFlag() * distanceLog);
alternative.AddUtilityTerm(15, (!_person.IsStudentAge).ToFlag() * distanceLog);
alternative.AddUtilityTerm(16, (!_person.IsStudentAge).ToFlag() * distanceFromWork);
alternative.AddUtilityTerm(17, _person.IsChildUnder5.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(18, _person.IsChildAge5Through15.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(19, _person.IsDrivingAgeStudent.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(20, _person.IsUniversityStudent.ToFlag() * aggregateLogsum);
alternative.AddUtilityTerm(21, (!_person.IsStudentAge).ToFlag() * aggregateLogsum);
//Neighborhood
alternative.AddUtilityTerm(30, _person.IsChildUnder5.ToFlag() * householdsBuffer2);
alternative.AddUtilityTerm(31, _person.IsChildUnder5.ToFlag() * studentsHighSchoolBuffer1);
alternative.AddUtilityTerm(32, _person.IsChildUnder5.ToFlag() * employmentTotalBuffer2);
alternative.AddUtilityTerm(33, _person.IsChildAge5Through15.ToFlag() * studentsK8Buffer1);
alternative.AddUtilityTerm(34, _person.IsDrivingAgeStudent.ToFlag() * studentsHighSchoolBuffer1);
alternative.AddUtilityTerm(35, _person.IsUniversityStudent.ToFlag() * educationBuffer1);
alternative.AddUtilityTerm(36, _person.IsAdult.ToFlag() * studentsUniversityBuffer1);
alternative.AddUtilityTerm(37, _person.IsAdult.ToFlag() * studentsUniversityBuffer2);
alternative.AddUtilityTerm(38, _person.IsAdult.ToFlag() * studentsK8Buffer1);
//Size
alternative.AddUtilityTerm(61, _person.IsChildUnder5.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(62, _person.IsChildUnder5.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(63, _person.IsChildUnder5.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(64, _person.IsChildUnder5.ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(65, _person.IsChildUnder5.ToFlag() * 10.0 * destinationParcel.Households);
alternative.AddUtilityTerm(66, _person.IsChildUnder5.ToFlag() * destinationParcel.StudentsK8);
alternative.AddUtilityTerm(67, _person.IsChildAge5Through15.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(68, _person.IsChildAge5Through15.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(69, _person.IsChildAge5Through15.ToFlag() * destinationParcel.StudentsHighSchool);
alternative.AddUtilityTerm(70, _person.IsChildAge5Through15.ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(71, _person.IsChildAge5Through15.ToFlag() * 10.0 * destinationParcel.Households);
alternative.AddUtilityTerm(72, _person.IsChildAge5Through15.ToFlag() * destinationParcel.StudentsK8);
alternative.AddUtilityTerm(73, _person.IsDrivingAgeStudent.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(74, _person.IsDrivingAgeStudent.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(75, _person.IsDrivingAgeStudent.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(76, _person.IsDrivingAgeStudent.ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(77, _person.IsDrivingAgeStudent.ToFlag() * 10.0 * destinationParcel.Households);
alternative.AddUtilityTerm(78, _person.IsDrivingAgeStudent.ToFlag() * destinationParcel.StudentsHighSchool);
alternative.AddUtilityTerm(79, _person.IsAdult.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(80, _person.IsAdult.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(81, _person.IsAdult.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(82, _person.IsAdult.ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(83, _person.IsAdult.ToFlag() * destinationParcel.StudentsUniversity);
alternative.AddUtilityTerm(84, _person.IsAdult.ToFlag() * destinationParcel.StudentsHighSchool);
// set shadow price depending on persontype and add it to utility
// we are using the sampling adjustment factor assuming that it is 1
if (Global.Configuration.ShouldUseShadowPricing)
{
alternative.AddUtilityTerm(1, _person.IsAdult ? destinationParcel.ShadowPriceForStudentsUniversity : destinationParcel.ShadowPriceForStudentsK12);
}
//remove nesting for estimation of conditional MNL
alternative.AddNestedAlternative(_sampleSize + 2, 0, 99);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = personDay.Household;
IPersonWrapper person = personDay.Person;
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
int countMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 1 select personDayHH.PatternType).Count();
int countNonMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 select personDayHH.PatternType).Count();
int countAtHome = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 3 select personDayHH.PatternType).Count();
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
double workTourLogsum = 0;
double schoolPclUniStu = 0;
double schoolPclStudents = 0;
int noUsualWorkZone = 1;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
if (personDay.Person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && personDay.Person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, (int)personDay.Person.UsualArrivalPeriodToWork, (int)personDay.Person.UsualDeparturePeriodFromWork, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
noUsualWorkZone = 0;
}
if (personDay.Person.UsualSchoolParcelId != 0 && personDay.Person.UsualSchoolParcelId != -1 && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
schoolPclUniStu = Math.Log(1 + (personDay.Person.UsualSchoolParcel.StudentsUniversityBuffer2)) / 10;
ChoiceProbabilityCalculator.Alternative schoolNestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.TwoPM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
schoolPclStudents = Math.Log(1 + (personDay.Person.UsualSchoolParcel.GetStudentsK12())) / 10;
}
// No mandatory stops
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
// Work stop(s)
alternative = choiceProbabilityCalculator.GetAlternative(1, personDay.Person.IsWorker, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(21, 1);
alternative.AddUtilityTerm(22, (personDay.WorkTours + personDay.SchoolTours > 1).ToFlag());
alternative.AddUtilityTerm(24, workTourLogsum);
alternative.AddUtilityTerm(26, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(27, (person.Age < 30).ToFlag());
alternative.AddUtilityTerm(29, noUsualWorkZone);
alternative.AddUtilityTerm(30, countMandatory);
alternative.AddUtilityTerm(31, countAtHome);
alternative.AddUtilityTerm(33, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(34, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(35, household.Has100KPlusIncome.ToFlag());
// School stop(s)
alternative = choiceProbabilityCalculator.GetAlternative(2, personDay.Person.IsStudent, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, (personDay.SchoolTours == 0).ToFlag());
alternative.AddUtilityTerm(45, person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(46, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(49, (household.HouseholdTotals.AllWorkers >= 2).ToFlag());
alternative.AddUtilityTerm(50, carCompetitionFlag + noCarsFlag);
alternative.AddUtilityTerm(53, (household.HouseholdTotals.ChildrenUnder16 > 2).ToFlag());
alternative.AddUtilityTerm(54, schoolPclStudents);
alternative.AddUtilityTerm(55, schoolPclUniStu);
alternative.AddUtilityTerm(56, (person.Age > 25).ToFlag());
alternative.AddUtilityTerm(59, personDay.Person.Household.ResidenceParcel.C34RatioBuffer1());
// Work and school stops
alternative = choiceProbabilityCalculator.GetAlternative(3, (personDay.Person.IsWorker && personDay.Person.IsStudent), choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(61, 1);
}
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency)
{
if (sampleItem == null)
{
throw new ArgumentNullException("sampleItem");
}
ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative;
IHouseholdWrapper household = _tour.Household;
IPersonWrapper person = _tour.Person;
IPersonDayWrapper personDay = _tour.PersonDay;
// var householdHasChildren = household.HasChildren;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId];
IParcelWrapper excludedParcel = person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId || _tour.DestinationPurpose != Global.Settings.Purposes.Work || _tour.GetTourCategory() == Global.Settings.TourCategories.WorkBased ? null : person.UsualWorkParcel;
bool usualWorkParcel = (excludedParcel != null && excludedParcel.Id == destinationParcel.Id); // only 1 for oddball alternative on tours with oddball alternative
int usualWorkParcelFlag = usualWorkParcel.ToFlag();
// Comment out these nesting calls when estimating the conditional flat model
// model is NL with oddball alternative
if (usualWorkParcelFlag == 0)
{
// this alternative is in the non-oddball nest
alternative.AddNestedAlternative(_sampleSize + 2, 0, 60); // associates alternative with non-oddball nest
}
else
{
// this is the oddball alternative
alternative.AddNestedAlternative(_sampleSize + 3, 1, 60); // associates alternative with oddball nest
}
if (!alternative.Available)
{
return;
}
// use this block of code to eliminate the oddball alternative for estimation of the conditional model
//if (usualWorkParcelFlag == 1) {
// alternative.Available = false;
//
// return;
//}
double fastestTravelTime =
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, _tour.OriginParcel, destinationParcel).Variable +
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, destinationParcel, _tour.OriginParcel).Variable;
if (fastestTravelTime >= _maxAvailableMinutes)
{
alternative.Available = false;
return;
}
alternative.Choice = destinationParcel;
double tourLogsum;
if (_tour.IsHomeBasedTour)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(_tour, destinationParcel, household.VehiclesAvailable, person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeModel>().RunNested(_tour, destinationParcel);
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = _tour.TourPurposeSegment;
//var nonWorkPurpose = _tour.DestinationPurpose != Global.Settings.Purposes.Work;
int carOwnership = person.GetCarOwnershipSegment();
//var votSegment = _tour.VotALSegment;
//var transitAccess = destinationParcel.TransitAccessSegment();
//var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
//var aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
//var aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.Work_BASED][carOwnership][votSegment][transitAccess];
double distanceFromOrigin = _tour.OriginParcel.DistanceFromOrigin(destinationParcel, _tour.DestinationArrivalTime);
// var distanceFromOrigin0 = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
// var distanceFromOrigin3 = Math.Max(0, distanceFromOrigin - 1);
// var distanceFromOrigin4 = Math.Min(distanceFromOrigin, .10);
// var distanceFromOrigin5 = Math.Max(0, Math.Min(distanceFromOrigin - .1, .5 - .1));
// var distanceFromOrigin8 = Math.Max(0, Math.Min(distanceFromOrigin - .1, .35 - .1));
// var distanceFromOrigin9 = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
double distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
double distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
double distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
// var millionsSquareFeet = destinationZoneTotals.MillionsSquareFeet();
double timePressure = Math.Log(1 - fastestTravelTime / _maxAvailableMinutes);
// log transforms of buffers for Neighborhood effects
double empEduBuffer = Math.Log(destinationParcel.EmploymentEducationBuffer1 + 1.0);
// var EMPFOO_B = Math.Log(destinationParcel.EmploymentFoodBuffer1 + 1.0);
// var EMPGOV_B = Math.Log(destinationParcel.EmploymentGovernmentBuffer1 + 1.0);
double empOfcBuffer = Math.Log(destinationParcel.EmploymentOfficeBuffer1 + 1.0);
// var EMPRET_B = Math.Log(destinationParcel.EmploymentRetailBuffer1 + 1.0);
// var EMPSVC_B = Math.Log(destinationParcel.EmploymentServiceBuffer1 + 1.0);
// var EMPMED_B = Math.Log(destinationParcel.EmploymentMedicalBuffer1 + 1.0);
double empIndBuffer = Math.Log(destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1 + 1.0);
// var EMPTOT_B = Math.Log(destinationParcel.EmploymentTotalBuffer1 + 1.0);
double housesBuffer = Math.Log(destinationParcel.HouseholdsBuffer1 + 1.0);
// var STUDK12B = Math.Log(destinationParcel.StudentsK8Buffer1 + destinationParcel.StudentsHighSchoolBuffer1 + 1.0);
// var STUDUNIB = Math.Log(destinationParcel.StudentsUniversityBuffer1 + 1.0);
// var EMPHOU_B = Math.Log(destinationParcel.EmploymentTotalBuffer1 + destinationParcel.HouseholdsBuffer1 + 1.0);
// parking attributes
// var parcelParkingDensity = destinationParcel.ParcelParkingPerTotalEmployment();
// var zoneParkingDensity = destinationParcel.ZoneParkingPerTotalEmploymentAndK12UniversityStudents(destinationZoneTotals, millionsSquareFeet);
// var ParkingPaidDailyLogBuffer1 = Math.Log(1 + destinationParcel.ParkingOffStreetPaidDailySpacesBuffer1);
// connectivity attributes
// var c34Ratio = destinationParcel.C34RatioBuffer1();
// var carDeficitFlag = FlagUtility.GetCarDeficitFlag(carOwnership); // includes no cars
// var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // exludes no cars
int noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
// var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
// Usual location attributes
alternative.AddUtilityTerm(1, usualWorkParcelFlag);
alternative.AddUtilityTerm(2, person.IsPartTimeWorker.ToFlag() * usualWorkParcelFlag);
alternative.AddUtilityTerm(3, person.IsStudentAge.ToFlag() * usualWorkParcelFlag);
alternative.AddUtilityTerm(4, _primaryFlag * personDay.TwoOrMoreWorkToursExist().ToFlag() * usualWorkParcelFlag);
alternative.AddUtilityTerm(5, personDay.WorkStopsExist().ToFlag() * usualWorkParcelFlag);
alternative.AddUtilityTerm(6, _secondaryFlag * usualWorkParcelFlag);
// non-usual location attributes
alternative.AddUtilityTerm(11, (!usualWorkParcel).ToFlag() * sampleItem.AdjustmentFactor);
alternative.AddUtilityTerm(12, _tour.IsHomeBasedTour.ToFlag() * (!usualWorkParcel).ToFlag() * timePressure);
alternative.AddUtilityTerm(13, (!usualWorkParcel).ToFlag() * person.IsFulltimeWorker.ToFlag() * tourLogsum);
alternative.AddUtilityTerm(14, (!usualWorkParcel).ToFlag() * person.IsPartTimeWorker.ToFlag() * tourLogsum);
alternative.AddUtilityTerm(15, (!usualWorkParcel).ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * tourLogsum);
alternative.AddUtilityTerm(16, (!usualWorkParcel).ToFlag() * person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(17, (!usualWorkParcel).ToFlag() * distanceFromWorkLog);
alternative.AddUtilityTerm(18, (!usualWorkParcel).ToFlag() * person.IsStudentAge.ToFlag() * distanceFromSchoolLog);
alternative.AddUtilityTerm(19, (!usualWorkParcel).ToFlag() * noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
// non-usual location Neighborhood attributes
alternative.AddUtilityTerm(31, (!usualWorkParcel).ToFlag() * empEduBuffer);
alternative.AddUtilityTerm(32, (!usualWorkParcel).ToFlag() * empOfcBuffer);
alternative.AddUtilityTerm(33, (!usualWorkParcel).ToFlag() * housesBuffer);
alternative.AddUtilityTerm(34, (!usualWorkParcel).ToFlag() * empIndBuffer);
// non-usual location Size terms (consider conditioning these by fulltime, parttime, notFTPT, an income (see original sacog spec)
alternative.AddUtilityTerm(40, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(41, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(42, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(43, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(44, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(45, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(46, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(47, (!usualWorkParcel).ToFlag() * destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(48, (!usualWorkParcel).ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(49, (!usualWorkParcel).ToFlag() * destinationParcel.StudentsUniversity);
// OD shadow pricing
if (!usualWorkParcel && Global.Configuration.ShouldUseODShadowPricing)
{
int ori = _tour.OriginParcel.District;
int des = destinationParcel.District;
//var first = res <= des? res : des;
//var second = res <= des? des : res;
double shadowPriceConfigurationParameter = ori == des ? Global.Configuration.WorkTourDestinationOOShadowPriceCoefficient : Global.Configuration.WorkTourDestinationODShadowPriceCoefficient;
int odShadowPriceF12Value = MAX_REGULAR_PARAMETER + Global.Configuration.NumberOfODShadowPricingDistricts * (ori - 1) + des;
alternative.AddUtilityTerm(odShadowPriceF12Value, shadowPriceConfigurationParameter);
}
// // usual location size term
// alternative.AddUtilityTerm(50, usualWorkParcelFlag * 1);
// // Comment out these nesting calls when estimating the conditional flat model
// // model is NL with oddball alternative
// if (usualWorkParcelFlag == 0) {
// // this alternative is in the non-oddball nest
// alternative.AddNestedAlternative(_sampleSize + 2, 0, 60); // associates alternative with non-oddball nest
// }
// else {
// // this is the oddball alternative
// alternative.AddNestedAlternative(_sampleSize + 3, 1, 60); // associates alternative with oddball nest
// }
}
