private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
var income75KPlusFlag = household.Has75KPlusIncome.ToFlag();
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
// person inputs
var childUnder5Flag = person.IsChildUnder5.ToFlag();
var adultFlag = person.IsAdult.ToFlag();
var drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
var maleFlag = person.IsMale.ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(6);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// school bus is a special case - use HOV3 impedance
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
var modeExtra = Global.Settings.Modes.SchoolBus;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
// case Global.Settings.Modes.SchoolBus:
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(17, childUnder5Flag);
alternative.AddUtilityTerm(18, adultFlag);
}
}
// paidRideShare is another special case
if (Global.Configuration.PaidRideShareModeIsAvailable)
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.PaidRideShare);
var modeExtra = Global.Settings.Modes.PaidRideShare;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var distanceExtra = pathTypeExtra.PathDistance;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra - 2, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
var extraCostPerMile = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_ExtraCostPerDistanceUnit : Global.Configuration.PaidRideShare_ExtraCostPerDistanceUnit;
var fixedCostPerRide = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_FixedCostPerRide : Global.Configuration.PaidRideShare_FixedCostPerRide;
var autoTimeCoefficient = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * autoTimeCoefficient);
alternative.AddUtilityTerm(2, distanceExtra * extraCostPerMile * tour.CostCoefficient);
alternative.AddUtilityTerm(2, fixedCostPerRide * tour.CostCoefficient);
var modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age < 16).ToFlag());
}
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
var modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(27, childUnder5Flag);
alternative.AddUtilityTerm(28, adultFlag);
alternative.AddUtilityTerm(29, drivingAgeStudentFlag);
alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(125, originParcel.HouseholdDensity1());
// alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(37, onePersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(56, income75KPlusFlag);
alternative.AddUtilityTerm(59, drivingAgeStudentFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double worstDist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, adultFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(79, adultFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, int purpose, int choice = Constants.DEFAULT_VALUE)
{
var household = personDay.Household;
var residenceParcel = household.ResidenceParcel;
var person = personDay.Person;
var carsPerDriver = household.GetCarsPerDriver();
var mixedDensity = residenceParcel.ParcelHouseholdsPerRetailServiceFoodEmploymentBuffer2();
var intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
double purposeLogsum;
if (purpose == Global.Settings.Purposes.Work)
{
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsum = 0;
}
else
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
var 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
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
var nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
var carOwnership = person.GetCarOwnershipSegment();
var votSegment = person.Household.GetVotALSegment();
var transitAccess = residenceParcel.TransitAccessSegment();
purposeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][purpose][carOwnership][votSegment][transitAccess];
}
// 1 TOUR
var 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, 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);
var 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);
var householdHasChildren = household.HasChildren;
var householdHasNoChildren = householdHasChildren ? false : true;
var fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
var tourCategory = tour.GetTourCategory();
// var primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
var secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
var workOrSchoolPatternFlag = personDay.GetIsWorkOrSchoolPattern().ToFlag();
var otherPatternFlag = personDay.GetIsOtherPattern().ToFlag();
int jointTourFlag = (tour.JointTourSequence > 0).ToFlag();
ChoiceModelUtility.DrawRandomTourTimePeriods(tour, tourCategory);
if (tour.Household.Id == 80049 && tour.PersonDay.Day == 1 && tour.Person.Sequence == 2 && tour.Sequence == 4)
{
bool testbreak = true;
}
var segment = Global.Kernel.Get <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
var destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, tour.OriginParcel, choice);
var 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
var sampleItems = destinationSampler.SampleAndReturnTourDestinations(tourDestinationUtilities);
int index = 0;
foreach (var sampleItem in sampleItems)
{
bool available = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
var 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);
}
var alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);
if (!available)
{
continue;
}
var 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);
var nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().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);
var nestedAlternative = Global.ChoiceModelSession.Get <OtherHomeBasedTourModeTimeModel>().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);
var nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = tour.TourPurposeSegment;
var carOwnership = person.GetCarOwnershipSegment();
var votSegment = tour.GetVotALSegment();
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.WorkBased][carOwnership][votSegment][transitAccess];
var distanceFromOrigin = tour.OriginParcel.DistanceFromOrigin(destinationParcel, tour.DestinationArrivalTime);
// 1. new from GV: Cph KM-distances
var piecewiseDistanceFrom0To1Km = Math.Min(distanceFromOrigin, .10);
var piecewiseDistanceFrom0To2Km = Math.Min(distanceFromOrigin, .20); //GV: added July 7th
var piecewiseDistanceFrom0To5Km = Math.Min(distanceFromOrigin, .50); //GV: added July 7th
var piecewiseDistanceFrom1To2Km = Math.Max(0, Math.Min(distanceFromOrigin - .1, .2 - .1));
var piecewiseDistanceFrom2To5Km = Math.Max(0, Math.Min(distanceFromOrigin - .2, .5 - .2));
var piecewiseDistanceFrom5To10Km = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
var piecewiseDistanceFrom10To20Km = Math.Max(0, Math.Min(distanceFromOrigin - 1, 2 - 1));
var piecewiseDistanceFrom20KmToInfinity = Math.Max(0, distanceFromOrigin - 2);
var piecewiseDistanceFrom10KmToInfinity = Math.Max(0, distanceFromOrigin - 1);
// 1. finished
var distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
var distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
var distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
var timePressure = Math.Log(1 - fastestTravelTime / maxAvailableMinutes);
// 2. new from GV: Cph buffers for neighborhood effects
// log transforms of buffers for Neighborhood effects
var logOfOnePlusEducationK8Buffer2 = Math.Log(destinationParcel.StudentsK8Buffer2 + 1.0);
var logOfOnePlusEducationUniStuBuffer2 = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1.0);
var logOfOnePlusEmploymentEducationBuffer2 = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1.0);
var logOfOnePlusEmploymentGovernmentBuffer2 = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1.0);
var logOfOnePlusEmploymentIndustrialBuffer2 = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + 1.0);
var logOfOnePlusEmploymentOfficeBuffer2 = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1.0);
var logOfOnePlusEmploymentRetailBuffer2 = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1.0);
var logOfOnePlusEmploymentServiceBuffer2 = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1.0);
var logOfOnePlusEmploymentAgrConstrBuffer2 = Math.Log(destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1.0);
var logOfOnePlusEmploymentJobsBuffer2 = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1.0);
var logOfOnePlusHouseholdsBuffer2 = Math.Log(destinationParcel.HouseholdsBuffer2 + 1.0);
// 2. finished
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, 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);
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);
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);
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(94, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(95, piecewiseDistanceFrom20KmToInfinity);
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);
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);
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);
}
}
}
public void Save()
{
_household.Export();
foreach (var person in _household.Persons)
{
person.Export();
}
foreach (var householdDay in _household.HouseholdDays)
{
householdDay.Export();
if (Global.Settings.UseJointTours)
{
foreach (var jointTour in householdDay.JointToursList)
{
jointTour.Export();
}
foreach (var fullHalfTour in householdDay.FullHalfToursList)
{
fullHalfTour.Export();
}
foreach (var fullHalfTour in householdDay.FullHalfToursList)
{
fullHalfTour.Export();
}
foreach (var partialHalfTour in householdDay.PartialHalfToursList)
{
partialHalfTour.Export();
}
}
foreach (var personDay in householdDay.PersonDays)
{
personDay.Export();
if (personDay.Tours == null)
{
continue;
}
if (personDay.Tours.Count > 1)
{
// sorts tours chronologically
personDay.Tours.Sort((tour1, tour2) => tour1.OriginDepartureTime.CompareTo(tour2.OriginDepartureTime));
}
foreach (var tour in personDay.Tours)
{
tour.Export();
if (tour.HalfTourFromOrigin != null && tour.HalfTourFromDestination != null)
{
foreach (var trip in tour.HalfTourFromOrigin.Trips.Invert())
{
trip.SetTourSequence(tour.Sequence);
trip.SetTripValueOfTime();
trip.Export();
ChoiceModelUtility.WriteTripForTDM(trip, ChoiceModelFactory.TDMTripListExporter);
}
foreach (var trip in tour.HalfTourFromDestination.Trips)
{
trip.SetTourSequence(tour.Sequence);
trip.SetTripValueOfTime();
trip.Export();
ChoiceModelUtility.WriteTripForTDM(trip, ChoiceModelFactory.TDMTripListExporter);
}
}
if (tour.Subtours.Count > 1)
{
// sorts subtours chronologically
tour.Subtours.Sort((tour1, tour2) => tour1.OriginDepartureTime.CompareTo(tour2.OriginDepartureTime));
}
foreach (var subtour in tour.Subtours)
{
subtour.SetParentTourSequence(tour.Sequence);
subtour.Export();
if (subtour.HalfTourFromOrigin == null || subtour.HalfTourFromDestination == null)
{
continue;
}
foreach (var trip in subtour.HalfTourFromOrigin.Trips.Invert())
{
trip.SetTourSequence(subtour.Sequence);
trip.Export();
ChoiceModelUtility.WriteTripForTDM(trip, ChoiceModelFactory.TDMTripListExporter);
}
foreach (var trip in subtour.HalfTourFromDestination.Trips)
{
trip.SetTourSequence(subtour.Sequence);
trip.Export();
ChoiceModelUtility.WriteTripForTDM(trip, ChoiceModelFactory.TDMTripListExporter);
}
}
}
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = tour.Household;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
IPersonDayWrapper personDay = tour.PersonDay;
IPersonWrapper person = tour.Person;
// household inputs
int childrenUnder5 = householdTotals.ChildrenUnder5;
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
// var nonworkingAdults = householdTotals.NonworkingAdults;
// var retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income75kPlusFlag = household.Has75KPlusIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
// person inputs
int maleFlag = person.IsMale.ToFlag();
int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
int univStudentFlag = person.IsUniversityStudent.ToFlag();
IParcelWrapper originParcel = tour.OriginParcel;
int parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
// parking at work is free if no paid parking at work and tour goes to usual workplace
double destinationParkingCost = (Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && tour.Person.UsualWorkParcel != null &&
destinationParcel == tour.Person.UsualWorkParcel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage);
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
int mode = pathTypeModel.Mode;
double generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) &&
pathTypeModel.Available;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
double modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) :
(mode == Global.Settings.Modes.PaidRideShare && Global.Configuration.AV_PaidRideShareModeUsesAVs) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.ParkAndRide)
{
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
//alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
//alternative.AddUtilityTerm(120, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(118, destinationParcel.TotalEmploymentDensity1());
//alternative.AddUtilityTerm(117, destinationParcel.NetIntersectionDensity1());
//alternative.AddUtilityTerm(113, Math.Log(destinationParcel.StopsTransitBuffer1 + 1));
alternative.AddUtilityTerm(112, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(22, carsLessThanDriversFlag); //for calibration
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
//alternative.AddUtilityTerm(126, originParcel.NetIntersectionDensity1());
//alternative.AddUtilityTerm(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
//alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
//alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(180, univStudentFlag);
alternative.AddUtilityTerm(100, income75kPlusFlag);
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV3CostDivisor_Work));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, pathTypeModel.PathDistance.AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(36, noCarsInHouseholdFlag); // for calibration of hov3 vs hov2
alternative.AddUtilityTerm(37, carsLessThanDriversFlag); // for calibration of hov3 vs hov2
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV2CostDivisor_Work));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, pathTypeModel.PathDistance.AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost) * tour.CostCoefficient);
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(53, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist
= Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
// double worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
// ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
// Global.Settings.VotGroups.Medium, tour.DestinationArrivalTime,originParcel, destinationParcel).Variable : 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(67, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(68, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(162, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
// alternative.AddUtility(163, (worstDist > 0).ToFlag());
alternative.AddUtilityTerm(170, 1.0 * destinationParcel.MixedUse4Index1()
+ 0.00002 * destinationParcel.TotalEmploymentDensity1()
+ 0.001 * destinationParcel.NetIntersectionDensity1()
+ 0.001 * originParcel.NetIntersectionDensity1()
+ 0.0002 * originParcel.HouseholdDensity1()
+ 1.0 * originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1); //for calibration
alternative.AddUtilityTerm(71, maleFlag);
alternative.AddUtilityTerm(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(77, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(78, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(181, 1.0 * destinationParcel.MixedUse4Index1()
+ 0.00001 * destinationParcel.TotalEmploymentDensity1()
+ 0.001 * destinationParcel.NetIntersectionDensity1()
+ 0.001 * originParcel.NetIntersectionDensity1()
+ 0.0001 * originParcel.HouseholdDensity1()
+ 1.0 * originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.PaidRideShare)
{
if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients)
{
alternative.AddUtilityTerm(80, 1.0);
alternative.AddUtilityTerm(81, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(82, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(84, (tour.Person.Age >= 65).ToFlag()); //alternative.AddUtilityTerm(81, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, destinationParcel.HouseholdsBuffer2 + destinationParcel.StudentsUniversityBuffer2 + destinationParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(87, income0To25KFlag);
alternative.AddUtilityTerm(88, incomeOver100Flag);
}
else
{
double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag());
}
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}
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>();
var household = householdDay.Household;
var residenceParcel = household.ResidenceParcel;
var carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
var votALSegment = household.GetVotALSegment();
var transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
var personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
var 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];
var socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
var 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];
var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
int countNonMandatory = 0;
int countMandatory = 0;
int countWorkingAtHome = 0;
double totalTimeWork = 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)
{
var 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
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var 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);
var 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
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var 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);
var 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
var 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, ITourWrapper tour, IEnumerable <dynamic> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
var income75KPlusFlag = household.Has75KPlusIncome.ToFlag();
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
// person inputs
var childUnder5Flag = person.IsChildUnder5.ToFlag();
var adultFlag = person.IsAdult.ToFlag();
var drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
var maleFlag = person.IsMale.ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(6);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// school bus is a special case - use HOV3 impedance
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
var modeExtra = Global.Settings.Modes.SchoolBus;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
// case Global.Settings.Modes.SchoolBus:
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(17, childUnder5Flag);
alternative.AddUtilityTerm(18, adultFlag);
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * tour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(27, childUnder5Flag);
alternative.AddUtilityTerm(28, adultFlag);
alternative.AddUtilityTerm(29, drivingAgeStudentFlag);
alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(37, onePersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(56, income75KPlusFlag);
alternative.AddUtilityTerm(59, drivingAgeStudentFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double worstDist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, adultFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(79, adultFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = tour.Household;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = tour.PersonDay;
// household inputs
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income25To50KFlag = household.Has25To50KIncome.ToFlag();
int income75KPlusFlag = household.Has75KPlusIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
// person inputs
int childUnder5Flag = person.IsChildUnder5.ToFlag();
int adultFlag = person.IsAdult.ToFlag();
int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
int maleFlag = person.IsMale.ToFlag();
// remaining inputs
IParcelWrapper originParcel = tour.OriginParcel;
double destinationParkingCost = destinationParcel.ParkingCostBuffer1(6);
ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage);
// school bus is a special case - use HOV3 impedance
{
IPathTypeModel pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
int modeExtra = Global.Settings.Modes.SchoolBus;
bool availableExtra = pathTypeExtra.Available;
double generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
// case Global.Settings.Modes.SchoolBus:
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(11, noCarsInHouseholdFlag); // for calibration
alternative.AddUtilityTerm(13, carsLessThanDriversFlag); // for calibration
alternative.AddUtilityTerm(17, childUnder5Flag);
alternative.AddUtilityTerm(18, adultFlag);
}
}
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
int mode = pathTypeModel.Mode;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide || Global.Configuration.IncludeParkAndRideInSchoolTourModeModel) &&
(pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) &&
pathTypeModel.Available;
double generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
double modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) :
(mode == Global.Settings.Modes.PaidRideShare && Global.Configuration.AV_PaidRideShareModeUsesAVs) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.ParkAndRide)
{
alternative.AddUtilityTerm(5, 1);
alternative.AddUtilityTerm(6, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(7, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(27, childUnder5Flag);
alternative.AddUtilityTerm(28, adultFlag);
alternative.AddUtilityTerm(29, drivingAgeStudentFlag);
alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(125, originParcel.HouseholdDensity1());
// alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(37, onePersonHouseholdFlag);
alternative.AddUtilityTerm(36, noCarsInHouseholdFlag); // for calibration of hov3 vs hov2
alternative.AddUtilityTerm(35, carsLessThanDriversFlag); // for calibration of hov3 vs hov2
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag); // for calibration
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(56, income75KPlusFlag);
alternative.AddUtilityTerm(59, drivingAgeStudentFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double worstDist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(67, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(68, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(69, adultFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
alternative.AddUtilityTerm(170, 1.0 * destinationParcel.MixedUse4Index1()
+ 0.00002 * destinationParcel.TotalEmploymentDensity1()
+ 0.001 * destinationParcel.NetIntersectionDensity1()
+ 0.001 * originParcel.NetIntersectionDensity1()
+ 0.0002 * originParcel.HouseholdDensity1()
+ 1.0 * originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(77, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(78, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(79, adultFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(181, 1.0 * destinationParcel.MixedUse4Index1()
+ 0.00001 * destinationParcel.TotalEmploymentDensity1()
+ 0.001 * destinationParcel.NetIntersectionDensity1()
+ 0.001 * originParcel.NetIntersectionDensity1()
+ 0.0001 * originParcel.HouseholdDensity1()
+ 1.0 * originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.PaidRideShare)
{
if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients)
{
alternative.AddUtilityTerm(80, 1.0);
alternative.AddUtilityTerm(81, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(82, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(84, (tour.Person.Age < 18).ToFlag()); //alternative.AddUtilityTerm(81, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, destinationParcel.HouseholdsBuffer2 + destinationParcel.StudentsUniversityBuffer2 + destinationParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(87, income0To25KFlag);
alternative.AddUtilityTerm(88, incomeOver100Flag);
}
else
{
double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag());
}
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper subtour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int parentTourMode, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = subtour.Household;
IPersonWrapper person = subtour.Person;
IPersonDayWrapper personDay = subtour.PersonDay;
// household inputs
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income25To50KFlag = household.Has25To50KIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
// person inputs
int maleFlag = person.IsMale.ToFlag();
// tour inputs
int sovTourFlag = (parentTourMode == Global.Settings.Modes.Sov).ToFlag();
int hov2TourFlag = (parentTourMode == Global.Settings.Modes.Hov2).ToFlag();
int bikeTourFlag = (parentTourMode == Global.Settings.Modes.Bike).ToFlag();
int walkTourFlag = (parentTourMode == Global.Settings.Modes.Walk).ToFlag();
int tncTourFlag = (parentTourMode == Global.Settings.Modes.PaidRideShare).ToFlag();
// remaining inputs
IParcelWrapper originParcel = subtour.OriginParcel;
int parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
double destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage, true);
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
int mode = pathTypeModel.Mode;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) &&
pathTypeModel.Available;
double generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
double modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) :
(mode == Global.Settings.Modes.PaidRideShare && Global.Configuration.AV_PaidRideShareModeUsesAVs) ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : subtour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(55, income25To50KFlag);
alternative.AddUtilityTerm(58, sovTourFlag);
alternative.AddUtilityTerm(59, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, bikeTourFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(79, walkTourFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(174, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.PaidRideShare)
{
if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients)
{
alternative.AddUtilityTerm(80, 1.0);
alternative.AddUtilityTerm(81, sovTourFlag);
alternative.AddUtilityTerm(82, walkTourFlag + bikeTourFlag);
alternative.AddUtilityTerm(83, subtour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(83, subtour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(84, tncTourFlag);
alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, income0To25KFlag);
alternative.AddUtilityTerm(87, incomeOver100Flag);
}
else
{
double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * subtour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * subtour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (subtour.Person.Age >= 65).ToFlag());
}
}
}
}
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();
var workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
var schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership
// // const double workTourOtherLogsumDifference = 0D; // (other workers) full car ownership vs. no car ownership
//
// Stefan
var netIncome = (household.Income / 1000.0) / 2.0; // in 1000s of DKK
var 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) {
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var 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);
var nestedAlternative1 = Global.ChoiceModelSession.Get<TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0, Global.Settings.Purposes.Work);
var 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) {
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
//TODO: change the following school logsum retrievals when estimating this model after schoolTourModeTimeModel is enhanced for COMPAS2
var nestedAlternative1 = Global.ChoiceModelSession.Get<TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0, Global.Settings.Purposes.School);
var 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();
var zeroVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own0VehiclesCoefficientForAVHouseholds : 0;
var oneVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own1VehicleCoefficientForAVHouseholds : 0;
var zeroVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_DensityCoefficientForOwning0Vehicles * Math.Min(household.ResidenceBuffer2Density, 6000) : 0;
var oneVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning1Vehicle : 0;
var 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
var 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
var beta010 = -6.59;
var beta011 = 4.25;
var beta012 = 5.53;
var beta013 = 6.54;
var beta014 = 1.17;
var beta015 = 0.54;
var beta016 = 0.81;
var beta017 = 1.20;
var beta018 = -0.54;
var beta019 = 0.0;
var beta020 = 0.45;
var beta021 = 0.0;
var beta022 = -0.04;
var beta023 = 0.57;
var beta024 = 0.18;
var beta025 = -0.82;
var 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
var beta040 = -9.540;
var beta041 = 2.79;
var beta042 = 6.09;
var beta043 = 7.77;
var beta044 = 0;
var beta045 = 0.35;
var beta046 = 0.81;
var beta047 = 1.33;
var beta048 = -1.13;
var beta049 = 0.60;
var beta050 = 0.92;
var beta051 = -0.05;
var beta052 = -0.09;
var beta053 = 0.94;
var beta054 = 0.31;
var beta055 = -1.54;
var 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, 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());
}
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
var household = householdDay.Household;
var residenceParcel = household.ResidenceParcel;
// set household characteristics here that don't depend on person characteristics
int hasAdultEducLevel12 = 0;
int allAdultEducLevel12 = 1;
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;
var 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
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
var nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
workLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
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;
}
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++;
}
}
}
var singleWorkerWithChildUnder5 = (numberAdults == numberWorkers && numberAdults == 1 &&
numberChildrenUnder5 > 0) ? true : false;
var workingCoupleNoChildren = (numberAdults == numberWorkers && numberAdults == 2 &&
numberChildren == 0) ? true : false;
var workingCoupleAllChildrenUnder5 = (numberAdults == numberWorkers && numberAdults == 2 &&
numberChildren > 0 && numberChildren == numberChildrenUnder5) ? true : false;
var otherHouseholdWithPTFTWorkers = false;
if (!workingCoupleNoChildren && !workingCoupleAllChildrenUnder5 && firstWorkLogsum != 0)
{
otherHouseholdWithPTFTWorkers = true;
}
var nonWorkingHousehold = false;
if (!workingCoupleNoChildren && !workingCoupleAllChildrenUnder5 && !otherHouseholdWithPTFTWorkers)
{
nonWorkingHousehold = true;
}
// 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 = (LDHouseholdDayWrapper)tour.HouseholdDay;
var carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
var votALSegment = Global.Settings.VotALSegments.Medium; // TODO: calculate a VOT segment that depends on household income
var transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
var personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
var shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
var mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
var 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];
var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
var componentIndex = 0;
for (int pfpt = 0; pfpt < 2; pfpt++)
{
if (pfpt == 1)
{
componentIndex = 1;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
var 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(29, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
//pfptComponent.AddUtilityTerm(30, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
//pfptComponent.AddUtilityTerm(31, (householdDay.Household.Income >= 900000).ToFlag());
pfptComponent.AddUtilityTerm(9, (firstWorkLogsum + secondWorkLogsum) * (workingCoupleNoChildren || workingCoupleAllChildrenUnder5).ToFlag());
pfptComponent.AddUtilityTerm(9, (firstWorkLogsum + secondWorkLogsum) * otherHouseholdWithPTFTWorkers.ToFlag());
pfptComponent.AddUtilityTerm(10, compositeLogsum);
}
}
for (var jointTourFlag = 0; jointTourFlag < 2; jointTourFlag++)
{
if (jointTourFlag == 1)
{
componentIndex = 2;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
var jointComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
jointComponent.AddUtilityTerm(21, householdDay.Household.HasChildrenUnder5.ToFlag());
jointComponent.AddUtilityTerm(22, householdDay.Household.HasChildrenAge5Through15.ToFlag());
jointComponent.AddUtilityTerm(23, (youngestAge >= 40).ToFlag());
//noJointComponent.AddUtilityTerm(50, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
//noJointComponent.AddUtilityTerm(51, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
//noJointComponent.AddUtilityTerm(52, (householdDay.Household.Income >= 900000).ToFlag());
jointComponent.AddUtilityTerm(24, compositeLogsum);
}
}
var available = true;
for (int pfpt = 0; pfpt < 2; pfpt++)
{
for (var jointTourFlag = 0; jointTourFlag < 2; jointTourFlag++)
{
var altIndex = pfpt + jointTourFlag * 2;
if (household.Size < 2 && altIndex > 0)
{
available = false;
}
else
{
available = true;
}
var alternative = choiceProbabilityCalculator.GetAlternative(altIndex, available, choice != null && choice == altIndex);
alternative.Choice = altIndex;
//NESTING WAS REJECTED BY TESTS
//alternative.AddNestedAlternative(5 + pfpt, pfpt, THETA_PARAMETER); // pfpt on top
//alternative.AddNestedAlternative(5 + jointTourFlag, jointTourFlag, THETA_PARAMETER); //jointTourFlag on top
if (pfpt == 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(1));
//alternative.AddUtilityTerm(20, 1);
}
if (jointTourFlag == 0)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2));
//alternative.AddUtilityTerm(40, 1);
}
if (pfpt == 0 && jointTourFlag == 0)
{
}
else if (pfpt == 1 && jointTourFlag == 0)
{
alternative.AddUtilityTerm(51, 1);
}
else if (pfpt == 0 && jointTourFlag == 1)
{
alternative.AddUtilityTerm(61, 1);
}
else if (pfpt == 1 && jointTourFlag == 1)
{
alternative.AddUtilityTerm(71, 1);
//alternative.AddUtilityTerm(72, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
//alternative.AddUtilityTerm(73, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenUnder16).ToFlag());
//alternative.AddUtilityTerm(74, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());
//alternative.AddUtilityTerm(75, (householdDay.AdultsInSharedHomeStay == 2 && hasAdultEducLevel12 == 1).ToFlag());
}
}
}
}
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>();
var person = tour.Person;
var personDay = tour.PersonDay;
var adultFemaleFlag = person.IsAdultFemale.ToFlag();
var partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag();
var foodBuffer2 = tour.DestinationParcel.EmploymentFoodBuffer2;
var medBuffer2 = tour.DestinationParcel.EmploymentMedicalBuffer2;
var intDensBuffer2 = tour.DestinationParcel.IntersectionDensity34Buffer2();
var serviceBuffer2 = tour.DestinationParcel.EmploymentServiceBuffer2;
var totEmpBuffer2 = tour.DestinationParcel.EmploymentTotalBuffer2;
var totHHBuffer2 = tour.DestinationParcel.HouseholdsBuffer2;
var openSpaceBuffer2 = tour.DestinationParcel.OpenSpaceType1Buffer2;
var mixedUse = tour.DestinationParcel.MixedUse2Index2();
//var retailBuffer2 = tour.DestinationParcel.EmploymentRetailBuffer2;
//var retailBuffer1 = tour.DestinationParcel.EmploymentRetailBuffer1;
var carOwnership = person.GetCarOwnershipSegment();
var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
//var carCompetitionFlag = AggregateLogsumsCalculator.GetCarCompetitionFlag(carOwnership);
var votALSegment = tour.GetVotALSegment();
var workTaSegment = tour.DestinationParcel.TransitAccessSegment();
var workAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId]
[Global.Settings.Purposes.WorkBased][carOwnership][votALSegment][workTaSegment];
var 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();
var workDestinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var workDestinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
double workLogsum = 0;
var 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
var 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, ITourWrapper subtour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int parentTourMode, int choice = Constants.DEFAULT_VALUE)
{
var household = subtour.Household;
var person = subtour.Person;
var personDay = subtour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
// person inputs
var maleFlag = person.IsMale.ToFlag();
// tour inputs
var sovTourFlag = (parentTourMode == Global.Settings.Modes.Sov).ToFlag();
var hov2TourFlag = (parentTourMode == Global.Settings.Modes.Hov2).ToFlag();
var bikeTourFlag = (parentTourMode == Global.Settings.Modes.Bike).ToFlag();
var walkTourFlag = (parentTourMode == Global.Settings.Modes.Walk).ToFlag();
// remaining inputs
var originParcel = subtour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage, true);
// paidRideShare is a special case
if (Global.Configuration.PaidRideShareModeIsAvailable)
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.PaidRideShare);
var modeExtra = Global.Settings.Modes.PaidRideShare;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var distanceExtra = pathTypeExtra.PathDistance;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra - 2, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
var extraCostPerMile = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_ExtraCostPerDistanceUnit : Global.Configuration.PaidRideShare_ExtraCostPerDistanceUnit;
var fixedCostPerRide = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_FixedCostPerRide : Global.Configuration.PaidRideShare_FixedCostPerRide;
var autoTimeCoefficient = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : subtour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * autoTimeCoefficient);
alternative.AddUtilityTerm(2, distanceExtra * extraCostPerMile * subtour.CostCoefficient);
alternative.AddUtilityTerm(2, fixedCostPerRide * subtour.CostCoefficient);
var modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * subtour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * subtour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (subtour.Person.Age >= 65).ToFlag());
}
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide && pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
var modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : subtour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(55, income25To50KFlag);
alternative.AddUtilityTerm(58, sovTourFlag);
alternative.AddUtilityTerm(59, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, bikeTourFlag);
// alternative.AddUtility(169, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(164, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(79, walkTourFlag);
// alternative.AddUtility(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(174, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonWrapper person, int sampleSize, IParcelWrapper choice = null, bool choseHome = false)
{
var segment = Global.Kernel.Get <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(Global.Settings.Purposes.Work, Global.Settings.TourPriorities.HomeBasedTour, Global.Settings.Modes.Sov, person.PersonType);
var destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, person.Household.ResidenceParcel, choice);
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
var workLocationUtilites = new WorkLocationUtilities(person, sampleSize, destinationArrivalTime, destinationDepartureTime);
var sampleItems = destinationSampler.SampleAndReturnTourDestinations(workLocationUtilites);
int index = 0;
foreach (var sampleItem in sampleItems)
{
bool available = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
var destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];
var alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);
if (!available)
{
continue;
}
alternative.Choice = destinationParcel;
var workTourLogsum = 0D;
//JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, person.Household.ResidenceParcel, destinationParcel, destinationArrivalTime, destinationDepartureTime, person.Household.HouseholdTotals.DrivingAgeMembers, 0.0);
var 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();
var votSegment = person.Household.GetVotALSegment();
var taSegment = destinationParcel.TransitAccessSegment();
var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment];
var distanceFromOrigin = person.Household.ResidenceParcel.DistanceFromOrigin(destinationParcel, 1);
var distance1 = Math.Min(distanceFromOrigin, .35);
var distance2 = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
var distance3 = Math.Max(0, distanceFromOrigin - 1);
var distanceLog = Math.Log(1 + distanceFromOrigin);
var distanceFromSchool = person.IsFullOrPartTimeWorker ? 0 : person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
// parcel buffers
var educationBuffer = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1);
var governmentBuffer = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1);
var officeBuffer = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1);
var serviceBuffer = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1);
var householdsBuffer = Math.Log(destinationParcel.HouseholdsBuffer2 + 1);
// var retailBuffer = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1);
var industrialAgricultureConstructionBuffer = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1);
var foodBuffer = Math.Log(destinationParcel.EmploymentFoodBuffer2 + 1);
var medicalBuffer = Math.Log(destinationParcel.EmploymentMedicalBuffer2 + 1);
var employmentTotalBuffer = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1);
var studentsUniversityBuffer = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1);
var studentsK12Buffer = Math.Log(destinationParcel.StudentsK8Buffer2 + destinationParcel.StudentsHighSchoolBuffer2 + 1);
// var mixedUse4Index = destinationParcel.MixedUse4Index2();
//size attributes (derived)
var employmentIndustrialAgricultureConstruction = destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction;
// parking attributes
var parcelParkingDensity = destinationParcel.ParcelParkingPerTotalEmployment();
// connectivity attributes
var c34Ratio = destinationParcel.C34RatioBuffer1();
// Stefan
bool isInCopenhagenMunicipality = true; //destinationParcel.Municipality == 101; Need to change this after Municipality property is added to Actum parcel file
var employmentCommercial = destinationParcel.EmploymentRetail + destinationParcel.EmploymentService;
var 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 beta00010 = 0.55;
var 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
var 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, 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, ITourWrapper tour, IEnumerable <dynamic> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var householdTotals = household.HouseholdTotals;
var personDay = tour.PersonDay;
var person = tour.Person;
// household inputs
var childrenUnder5 = householdTotals.ChildrenUnder5;
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
// var nonworkingAdults = householdTotals.NonworkingAdults;
// var retiredAdults = householdTotals.RetiredAdults;
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
// person inputs
var maleFlag = person.IsMale.ToFlag();
var ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
var originParcel = tour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
// parking at work is free if no paid parking at work and tour goes to usual workplace
var destinationParkingCost = (Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && tour.Person.UsualWorkParcel != null &&
destinationParcel == tour.Person.UsualWorkParcel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// var timeWindow = (originParcel == tour.Household.ResidenceParcel) ? personDay.TimeWindow : tour.ParentTour.TimeWindow;
// var longestWindow = timeWindow.MaxAvailableMinutesAfter(1);
// var totalWindow = timeWindow.TotalAvailableMinutesAfter(1);
// var expectedDurationCurrentTour = person.IsFulltimeWorker ? Global.Settings.Times.EightHours : Global.Settings.Times.FourHours;
// var expectedDurationOtherTours = (personDay.TotalTours - personDay.TotalSimulatedTours) * Global.Settings.Times.TwoHours;
// var expectedDurationStops = (Math.Min(personDay.TotalStops,1) - Math.Min(personDay.TotalSimulatedStops,1)) * Global.Settings.Times.OneHour;
// var totalExpectedDuration = expectedDurationCurrentTour + expectedDurationOtherTours + expectedDurationStops;
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var generalizedTime = pathTypeModel.GeneralizedTimeLogsum;
// var travelTime = pathTypeModel.PathTime;
// var travelCost = pathTypeModel.PathCost;
var available = pathTypeModel.Available; //&& (travelTime < longestWindow);
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
// if (mode == Global.Settings.Modes.ParkAndRide) {
// Console.WriteLine("Park and ride logsum = {0}", generalizedTimeLogsum);
// }
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTime * tour.TimeCoefficient);
// alternative.AddUtility(3, Math.Log(1.0 - travelTime / longestWindow));
// alternative.AddUtility(4, travelTime < longestWindow - expectedDurationCurrentTour ? Math.Log(1.0 - travelTime / (longestWindow - expectedDurationCurrentTour)) : 0);
// alternative.AddUtility(5, travelTime < longestWindow - expectedDurationCurrentTour ? 0 : 1);
// alternative.AddUtility(6, travelTime < totalWindow - totalExpectedDuration ? Math.Log(1.0 - travelTime / (totalWindow - totalExpectedDuration)) : 0);
// alternative.AddUtility(7, travelTime < totalWindow - totalExpectedDuration ? 0 : 1);
// var vot = tour.TimeCoefficient / tour.CostCoefficient;
if (mode == Global.Settings.Modes.ParkAndRide)
{
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV3CostDivisor_Work));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV2CostDivisor_Work));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost) * tour.CostCoefficient);
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(53, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist
= Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
// double worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
// ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
// Global.Settings.VotGroups.Medium, tour.DestinationArrivalTime,originParcel, destinationParcel).Variable : 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(162, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
// alternative.AddUtility(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(71, maleFlag);
// alternative.AddUtility(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IHouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
{
// var household = tour.Household;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = 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)
{
ITourWrapper tInJoint = 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);
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);
ChoiceModelUtility.DrawRandomTourTimePeriodsActum(tour, tourCategory);
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);
destinationSampler.SampleTourDestinations(tourDestinationUtilities);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, DayPattern choice = null)
{
var household = personDay.Household;
var residenceParcel = household.ResidenceParcel;
var person = personDay.Person;
var carsPerDriver = household.GetCarsPerDriver();
var mixedDensity = residenceParcel.MixedUse3Index2();
var intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
var purposeLogsums = new double[Global.Settings.Purposes.TotalPurposes];
var atUsualLogsums = new double[3];
var carOwnership = person.GetCarOwnershipSegment();
var votSegment = person.Household.GetVotALSegment();
var transitAccess = residenceParcel.TransitAccessSegment();
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.Work] = 0;
}
else
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
var 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
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
var 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()];
}
var 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 (var 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
var 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.
var 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);
var 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
var tourComponentIndex = Global.Settings.Purposes.Social + 11;
choiceProbabilityCalculator.CreateUtilityComponent(tourComponentIndex);
var 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
var stopComponentIndex = Global.Settings.Purposes.Social + 12;
choiceProbabilityCalculator.CreateUtilityComponent(stopComponentIndex);
var 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 (var alternativeIndex = 0; alternativeIndex < TOTAL_ALTERNATIVES; alternativeIndex++)
{
var dayPattern = _dayPatterns[alternativeIndex];
var 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));
var 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 (var 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 (var tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social; tourPurpose++)
{
for (var 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 (var 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 (var tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social - 2; tourPurpose++)
{
for (var 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 (var stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 2; stopPurpose++)
{
for (var 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)
{
var 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, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int maxPurpose, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
var person = personDay.Person;
var household = householdDay.Household;
var residenceParcel = household.ResidenceParcel;
var carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
var votALSegment = household.GetVotALSegment();
var transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
var personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
var shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
var mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
var socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
var 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;
var workDestinationArrivalTime = 0;
var 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);
var 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
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
var 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
var 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, ITourWrapper tour, IEnumerable <PathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var householdTotals = household.HouseholdTotals;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var childrenUnder5 = householdTotals.ChildrenUnder5;
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
var nonworkingAdults = householdTotals.NonworkingAdults;
var retiredAdults = householdTotals.RetiredAdults;
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(household.VehiclesAvailable);
// person inputs
var maleFlag = person.IsMale.ToFlag();
var ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
// tour inputs
var shoppingTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Shopping).ToFlag();
var mealTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Meal).ToFlag();
var socialOrRecreationTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Social).ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage, true);
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide && pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * tour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(120, shoppingTourFlag);
// alternative.AddUtility(121, mealTourFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, pathTypeModel.PathDistance.AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(43, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
alternative.AddUtilityTerm(136, shoppingTourFlag);
alternative.AddUtilityTerm(137, mealTourFlag);
alternative.AddUtilityTerm(138, socialOrRecreationTourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, pathTypeModel.PathDistance.AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(43, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
alternative.AddUtilityTerm(136, shoppingTourFlag);
alternative.AddUtilityTerm(137, mealTourFlag);
alternative.AddUtilityTerm(138, socialOrRecreationTourFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
var class1Dist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable : 0;
var class2Dist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable : 0;
var worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable : 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(160, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(171, mealTourFlag);
alternative.AddUtilityTerm(172, socialOrRecreationTourFlag);
// alternative.AddUtility(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.HouseholdDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
// alternative.AddUtility(174, originParcel.MixedUse4Index1());
}
}
}
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();
var workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
var schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership
// const double workTourOtherLogsumDifference = 0D; // (other workers) full car ownership vs. no car ownership
// Stefan
var netIncome = (household.Income / 1000.0) / 2.0; // in 1000s of DKK
var userCost = 2.441 * 15.0; //annual cost to use 1 car in 1000s of DKK
bool isInCopenhagenMunicipality = true; //household.ResidenceParcel.Municipality == 101; Need to change this after Municipality property is added to Actum parcel file
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)
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
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);
workTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.IsDrivingAgeStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
var nestedAlternative1 = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers, 0.0);
var nestedAlternative2 = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, 0, 0.0);
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];
// 0 AUTOS
var alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(14, Math.Log(Math.Max(netIncome, 1)));
// 1 AUTO
var beta010 = -6.59;
var beta011 = 4.25;
var beta012 = 5.53;
var beta013 = 6.54;
var beta014 = 1.17;
var beta015 = 0.54;
var beta016 = 0.81;
var beta017 = 1.20;
var beta018 = -0.54;
var beta019 = 0.0;
var beta020 = 0.45;
var beta021 = 0.0;
var beta022 = -0.04;
var beta023 = 0.57;
var beta024 = 0.18;
var beta025 = -0.82;
var 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); // instead of all Stefan's work-related and logsum variables
//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
var beta040 = -9.540;
var beta041 = 2.79;
var beta042 = 6.09;
var beta043 = 7.77;
var beta044 = 0;
var beta045 = 0.35;
var beta046 = 0.81;
var beta047 = 1.33;
var beta048 = -1.13;
var beta049 = 0.60;
var beta050 = 0.92;
var beta051 = -0.05;
var beta052 = -0.09;
var beta053 = 0.94;
var beta054 = 0.31;
var beta055 = -1.54;
var 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(44, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(45, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(46, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
//alternative.AddUtilityTerm(47, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
}
