private static TWrapper CreateWrapper(IHouseholdDay householdDay, IHouseholdWrapper householdWrapper)
{
Type type = typeof(TWrapper);
object instance = Activator.CreateInstance(type, householdDay, householdWrapper);
return((TWrapper)instance);
}
private static TWrapper CreateWrapper(IPerson person, IHouseholdWrapper householdWrapper)
{
var type = typeof(TWrapper);
var instance = Activator.CreateInstance(type, person, householdWrapper);
return((TWrapper)instance);
}
public ChoiceModelRunner(IHousehold household)
{
_household =
Global
.Kernel
.Get <IWrapperFactory <IHouseholdCreator> >()
.Creator
.CreateWrapper(household);
}
public static void ResetRandom(this IHouseholdWrapper household, int index)
{
if (household == null)
{
throw new ArgumentNullException("household");
}
ResetRandom(household.RandomUtility, household.SeedValues, index);
}
private static void RunHouseholdModelSuite(IHouseholdWrapper household, int batchNumber)
{
if (!Global.Configuration.ShouldRunAutoOwnershipModel)
{
return;
}
// sets number of vehicles in household
ChoiceModelFactory.TotalTimesAutoOwnershipModelRun[batchNumber]++;
Global.ChoiceModelSession.Get <AutoOwnershipModel>().Run(household);
}
public PersonWrapper(IPerson person, IHouseholdWrapper householdWrapper)
{
_person = person;
_exporter =
Global
.Kernel
.Get <IPersistenceFactory <IPerson> >()
.Exporter;
// relations properties
Household = householdWrapper;
SetParcelRelationships();
// domain model properies
SetExpansionFactor();
// flags/choice model/etc. properties
IsFullOrPartTimeWorker = PersonType <= Global.Settings.PersonTypes.PartTimeWorker;
IsFulltimeWorker = PersonType == Global.Settings.PersonTypes.FullTimeWorker;
IsPartTimeWorker = PersonType == Global.Settings.PersonTypes.PartTimeWorker;
IsNotFullOrPartTimeWorker = PersonType > Global.Settings.PersonTypes.PartTimeWorker;
IsStudentAge = PersonType >= Global.Settings.PersonTypes.UniversityStudent;
IsRetiredAdult = PersonType == Global.Settings.PersonTypes.RetiredAdult;
IsNonworkingAdult = PersonType == Global.Settings.PersonTypes.NonWorkingAdult;
IsUniversityStudent = PersonType == Global.Settings.PersonTypes.UniversityStudent;
IsDrivingAgeStudent = PersonType == Global.Settings.PersonTypes.DrivingAgeStudent;
IsChildAge5Through15 = PersonType == Global.Settings.PersonTypes.ChildAge5Through15;
IsChildUnder5 = PersonType == Global.Settings.PersonTypes.ChildUnder5;
IsChildUnder16 = PersonType >= Global.Settings.PersonTypes.ChildAge5Through15;
IsAdult = PersonType < Global.Settings.PersonTypes.DrivingAgeStudent;
IsWorker = WorkerType > 0;
IsStudent = StudentType > 0;
IsFemale = Gender == Global.Settings.PersonGenders.Female;
IsMale = Gender == Global.Settings.PersonGenders.Male;
IsAdultFemale = IsFemale && IsAdult;
IsAdultMale = IsMale && IsAdult;
IsDrivingAge = PersonType <= Global.Settings.PersonTypes.DrivingAgeStudent;
AgeIsBetween18And25 = person.Age.IsBetween(18, 25);
AgeIsBetween26And35 = person.Age.IsBetween(26, 35);
AgeIsBetween51And65 = person.Age.IsBetween(51, 65);
AgeIsBetween51And98 = person.Age.IsBetween(51, 98);
AgeIsLessThan35 = person.Age < 35;
AgeIsLessThan30 = person.Age < 30;
WorksAtHome = UsualWorkParcelId == Household.ResidenceParcelId;
IsYouth = IsChildAge5Through15 || IsDrivingAgeStudent;
}
public void Run(IHouseholdWrapper household)
{
if (household == null)
{
throw new ArgumentNullException("household");
}
household.ResetRandom(4);
if (Global.Configuration.IsInEstimationMode)
{
if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME)
{
return;
}
}
else if (Global.Configuration.AV_IncludeAutoTypeChoice)
{
ChoiceProbabilityCalculator AVchoiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(household.Id);
RunAVModel(AVchoiceProbabilityCalculator, household);
ChoiceProbabilityCalculator.Alternative chosenAlternative = AVchoiceProbabilityCalculator.SimulateChoice(household.RandomUtility);
int choice = (int)chosenAlternative.Choice;
household.OwnsAutomatedVehicles = choice;
}
ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(household.Id);
if (household.VehiclesAvailable > 4)
{
household.VehiclesAvailable = 4;
}
if (_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode)
{
RunModel(choiceProbabilityCalculator, household, household.VehiclesAvailable);
choiceProbabilityCalculator.WriteObservation();
}
else
{
RunModel(choiceProbabilityCalculator, household);
ChoiceProbabilityCalculator.Alternative chosenAlternative = choiceProbabilityCalculator.SimulateChoice(household.RandomUtility);
int choice = (int)chosenAlternative.Choice;
household.VehiclesAvailable = choice;
}
}
private void RunAVModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IHouseholdWrapper household, int choice = Constants.DEFAULT_VALUE) {
int ageOfHouseholdHead = 0;
double totalCommuteTime = 0;
foreach (var person in household.Persons) {
if (person.Sequence == 1) {
ageOfHouseholdHead = person.Age;
}
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);
totalCommuteTime += ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, Global.Configuration.VotHighVeryHigh - 0.5,
destinationArrivalTime, household.ResidenceParcel, person.UsualWorkParcel).Variable;
totalCommuteTime += ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, Global.Configuration.VotHighVeryHigh - 0.5,
destinationDepartureTime, person.UsualWorkParcel, household.ResidenceParcel).Variable;
}
}
// 0 Conventional auotos
var alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
//utility is 0
// 1 AVs
var lowIncome = household.Income < 300000 ? 1 : 0;
var highIncome = household.Income > 900000 ? 1 : 0;
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(100, Global.Configuration.AV_AutoTypeConstant);
alternative.AddUtilityTerm(100, Global.Configuration.AV_HHIncomeUnder50KCoefficient * lowIncome);
alternative.AddUtilityTerm(100, Global.Configuration.AV_HHIncomeOver100KCoefficient * highIncome);
alternative.AddUtilityTerm(100, Global.Configuration.AV_HHHeadUnder35Coefficient * (ageOfHouseholdHead < 35).ToFlag());
alternative.AddUtilityTerm(100, Global.Configuration.AV_HHHeadOver65Coefficient * (ageOfHouseholdHead >= 65).ToFlag());
alternative.AddUtilityTerm(100, Global.Configuration.AV_CoefficientPerHourCommuteTime * (totalCommuteTime / 60.0));
// 2+ not available
alternative = choiceProbabilityCalculator.GetAlternative(2, false, choice == 2);
alternative.Choice = 2;
}
public void Run(IHouseholdWrapper household)
{
if (household == null)
{
throw new ArgumentNullException("household");
}
household.ResetRandom(4);
if (Global.Configuration.IsInEstimationMode)
{
if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME)
{
return;
}
}
var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetChoiceProbabilityCalculator(household.Id);
if (household.VehiclesAvailable > 4)
{
household.VehiclesAvailable = 4;
}
if (_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode)
{
RunModel(choiceProbabilityCalculator, household, household.VehiclesAvailable);
choiceProbabilityCalculator.WriteObservation();
}
else
{
RunModel(choiceProbabilityCalculator, household);
var chosenAlternative = choiceProbabilityCalculator.SimulateChoice(household.RandomUtility);
var choice = (int)chosenAlternative.Choice;
household.VehiclesAvailable = choice;
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, int sampleSize, IParcelWrapper choice = null)
{
IHouseholdWrapper 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);
int maxAvailableMinutes =
tour.ParentTour == null
? personDay.TimeWindow.MaxAvailableMinutesAfter(121)
: 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();
int primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
int secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
ChoiceModelUtility.DrawRandomTourTimePeriods(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);
IParcelWrapper excludedParcel = person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId || tour.DestinationPurpose != Global.Settings.Purposes.Work || tour.GetTourCategory() == Global.Settings.TourCategories.WorkBased ? null : person.UsualWorkParcel;
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel, excludedParcel, excludedParcel);
TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, primaryFlag, secondaryFlag, fastestAvailableTimeOfDay, maxAvailableMinutes);
destinationSampler.SampleTourDestinations(tourDestinationUtilities);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IHouseholdDayWrapper householdDay, ITourWrapper tour,
IParcelWrapper destinationParcel, int householdCars,
int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null)
{
IHouseholdWrapper household = tour.Household;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = tour.PersonDay;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
// household inputs
int childrenUnder5 = householdTotals.ChildrenUnder5;
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
int nonworkingAdults = householdTotals.NonworkingAdults;
int retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
//var householdCars = household.VehiclesAvailable; MABADD now an input parameter
int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income100KPlusFlag = household.Has100KPlusIncome.ToFlag();
// person inputs
int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag();
int nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag();
int universityStudentFlag = person.IsUniversityStudent.ToFlag();
int retiredAdultFlag = person.IsRetiredAdult.ToFlag();
int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
int fulltimeWorkerFlag = person.IsFulltimeWorker.ToFlag();
int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag();
int childUnder5Flag = person.IsChildUnder5.ToFlag();
int maleFlag = person.IsMale.ToFlag();
int ageUnder30Flag = person.AgeIsLessThan30.ToFlag();
int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
int adultFlag = person.IsAdult.ToFlag();
// person-day inputs
int homeBasedToursOnlyFlag = (personDay == null) ? 1 : personDay.OnlyHomeBasedToursExist().ToFlag();
int firstSimulatedHomeBasedTourFlag = (personDay == null) ? 1 : personDay.IsFirstSimulatedHomeBasedTour().ToFlag();
int laterSimulatedHomeBasedTourFlag = (personDay == null) ? 0 : personDay.IsLaterSimulatedHomeBasedTour().ToFlag();
int totalStops = (personDay == null) ? 0 : personDay.GetTotalStops();
int totalSimulatedStops = (personDay == null) ? 0 : personDay.GetTotalSimulatedStops();
int escortStops = (personDay == null) ? 0 : personDay.EscortStops;
int homeBasedTours = (personDay == null) ? 1 : personDay.HomeBasedTours;
int simulatedHomeBasedTours = (personDay == null) ? 0 : personDay.SimulatedHomeBasedTours;
// tour inputs
int escortTourFlag = tour.IsEscortPurpose().ToFlag();
int shoppingTourFlag = tour.IsShoppingPurpose().ToFlag();
int mealTourFlag = tour.IsMealPurpose().ToFlag();
int socialTourFlag = tour.IsSocialPurpose().ToFlag();
int personalBusinessTourFlag = tour.IsPersonalBusinessPurpose().ToFlag();
int recreationTourFlag = tour.IsRecreationPurpose().ToFlag();
int medicalTourFlag = tour.IsMedicalPurpose().ToFlag();
IParcelWrapper originParcel = tour.OriginParcel;
//var destinationParcel = tour.DestinationParcel; MABADD now an input parameter
int jointTourFlag = (tour.JointTourSequence > 0) ? 1 : 0;
int partialHalfTour1Flag = (tour.PartialHalfTour1Sequence > 0) ? 1 : 0;
int partialHalfTour2Flag = (tour.PartialHalfTour2Sequence > 0) ? 1 : 0;
int fullHalfTour1Flag = (tour.FullHalfTour1Sequence > 0) ? 1 : 0;
int fullHalfTour2Flag = (tour.FullHalfTour2Sequence > 0) ? 1 : 0;
int parentTourMode = tour.ParentTour == null ? 0 : tour.ParentTour.Mode;
// remaining inputs
// Higher priority tour of 2+ tours for the same purpose
int highPrioritySameFlag = (personDay == null) ? 1 : (tour.GetTotalToursByPurpose() > tour.GetTotalSimulatedToursByPurpose() && tour.GetTotalSimulatedToursByPurpose() == 1).ToFlag();
// Lower priority tour(s) of 2+ tours for the same purpose
int lowPrioritySameFlag = (personDay == null) ? 0 : (tour.GetTotalSimulatedToursByPurpose() > 1).ToFlag();
// Higher priority tour of 2+ tours for different purposes
int highPriorityDifferentFlag = (personDay == null) ? 0 : (personDay.IsFirstSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - highPrioritySameFlag);
// Lower priority tour of 2+ tours for different purposes
int lowPriorityDifferentFlag = (personDay == null) ? 0 : (personDay.IsLaterSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - lowPrioritySameFlag);
ITimeWindow timeWindow = (householdDay == null) ? new TimeWindow() : tour.GetRelevantTimeWindow(householdDay);
int totalMinutesAvailableInDay = timeWindow.TotalAvailableMinutes(1, 1440);
int bigPeriodCount = DayPeriod.H_BIG_DAY_PERIOD_TOTAL_TOUR_TIMES;
int nPeriodCombs = bigPeriodCount * (bigPeriodCount + 1) / 2;
//set components
int componentIndex = 0;
int periodComb = -1;
bool useTimeComponents = Global.Configuration.IsInEstimationMode || constrainedArrivalTime == 0 || constrainedDepartureTime == 0;
if (useTimeComponents)
{
for (int arrivalPeriodIndex = 0; arrivalPeriodIndex < bigPeriodCount; arrivalPeriodIndex++)
{
MinuteSpan arrivalPeriod = DayPeriod.HBigDayPeriods[arrivalPeriodIndex];
int arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End);
for (int departurePeriodIndex = arrivalPeriodIndex; departurePeriodIndex < bigPeriodCount; departurePeriodIndex++)
{
MinuteSpan departurePeriod = DayPeriod.HBigDayPeriods[departurePeriodIndex];
int departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End);
if (arrivalPeriod == departurePeriod)
{
componentIndex = arrivalPeriodIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
ChoiceProbabilityCalculator.Component arrivalComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
if (arrivalPeriodAvailableMinutes > 0)
{
double hoursArrival = arrivalPeriod.Middle / 60.0;
int firstCoef = 300;
arrivalComponent.AddUtilityTerm(300, Math.Log(arrivalPeriodAvailableMinutes));
//arrival shift variables
arrivalComponent.AddUtilityTerm(firstCoef + 2, partTimeWorkerFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 3, nonworkingAdultFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 4, universityStudentFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 5, retiredAdultFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 6, drivingAgeStudentFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 7, childAge5Through15Flag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 8, childUnder5Flag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 9, escortTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 10, shoppingTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 11, mealTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 12, socialTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 13, personalBusinessTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 14, recreationTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 15, medicalTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 16, income0To25KFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 17, income100KPlusFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 18, highPrioritySameFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 19, lowPrioritySameFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 20, highPriorityDifferentFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 21, lowPriorityDifferentFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 22, jointTourFlag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 23, partialHalfTour1Flag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 24, fullHalfTour1Flag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 25, partialHalfTour2Flag * hoursArrival);
arrivalComponent.AddUtilityTerm(firstCoef + 26, fullHalfTour2Flag * hoursArrival);
}
componentIndex = bigPeriodCount + departurePeriodIndex;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
ChoiceProbabilityCalculator.Component departureComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
if (departurePeriodAvailableMinutes > 0)
{
departureComponent.AddUtilityTerm(300, Math.Log(departurePeriodAvailableMinutes));
}
}
// set period combination component
periodComb++;
componentIndex = 2 * bigPeriodCount + periodComb;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
ChoiceProbabilityCalculator.Component combinationComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
if (arrivalPeriodAvailableMinutes > 0 && departurePeriodAvailableMinutes > 0)
{
double hoursDuration = (departurePeriod.Middle - arrivalPeriod.Middle) / 60.0;
int firstCoef = 700;
//combination constants
combinationComponent.AddUtilityTerm(firstCoef + periodComb, 1.0);
// duration shift variables
combinationComponent.AddUtilityTerm(firstCoef + 31, escortTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 32, shoppingTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 33, mealTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 34, socialTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 35, personalBusinessTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 36, recreationTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 37, medicalTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 38, highPrioritySameFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 39, lowPrioritySameFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 40, highPriorityDifferentFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 41, lowPriorityDifferentFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 42, partTimeWorkerFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 43, jointTourFlag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 44, partialHalfTour1Flag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 45, fullHalfTour1Flag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 46, partialHalfTour2Flag * hoursDuration);
combinationComponent.AddUtilityTerm(firstCoef + 47, fullHalfTour2Flag * hoursDuration);
// peak-to-peak variables
if (arrivalPeriod.Index == DayPeriod.AM_PEAK && departurePeriod.Index == DayPeriod.PM_PEAK)
{
combinationComponent.AddUtilityTerm(firstCoef + 48, fulltimeWorkerFlag);
combinationComponent.AddUtilityTerm(firstCoef + 49, income0To25KFlag);
combinationComponent.AddUtilityTerm(firstCoef + 50, income100KPlusFlag);
}
}
}
}
}
for (int mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.SchoolBus; mode++)
{
componentIndex = 2 * bigPeriodCount + nPeriodCombs + mode - 1;
choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
ChoiceProbabilityCalculator.Component modeComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);
if (mode == Global.Settings.Modes.SchoolBus)
{
modeComponent.AddUtilityTerm(10, 1);
modeComponent.AddUtilityTerm(11, childUnder5Flag);
modeComponent.AddUtilityTerm(12, adultFlag);
}
else if (mode == Global.Settings.Modes.ParkAndRide)
{
modeComponent.AddUtilityTerm(10, 1);
modeComponent.AddUtilityTerm(16, noCarsInHouseholdFlag);
modeComponent.AddUtilityTerm(17, carsLessThanWorkersFlag);
modeComponent.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
modeComponent.AddUtilityTerm(129, destinationParcel.TotalEmploymentDensity1() / 5000.0);
modeComponent.AddUtilityTerm(129, destinationParcel.NetIntersectionDensity1() / 50.0);
//modeComponent.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Transit)
{
modeComponent.AddUtilityTerm(20, 1);
// modeComponent.AddUtilityTerm(21, maleFlag);
modeComponent.AddUtilityTerm(22, ageUnder30Flag);
// modeComponent.AddUtilityTerm(23, ageBetween51And98Flag);
modeComponent.AddUtilityTerm(24, income0To25KFlag);
// modeComponent.AddUtilityTerm(25, income100KPlusFlag);
modeComponent.AddUtilityTerm(26, noCarsInHouseholdFlag);
modeComponent.AddUtilityTerm(27, carsLessThanDriversFlag);
modeComponent.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
modeComponent.AddUtilityTerm(129, destinationParcel.TotalEmploymentDensity1() / 5000.0);
modeComponent.AddUtilityTerm(129, destinationParcel.NetIntersectionDensity1() / 50.0);
// modeComponent.AddUtilityTerm(124, originParcel.NetIntersectionDensity1()/50.0);
// modeComponent.AddUtilityTerm(124, originParcel.HouseholdDensity1()/1000.0);
// modeComponent.AddUtilityTerm(124, originParcel.MixedUse2Index1());
//modeComponent.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1 + 1));
//modeComponent.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
modeComponent.AddUtilityTerm(30, 1);
modeComponent.AddUtilityTerm(31, childrenUnder5);
modeComponent.AddUtilityTerm(32, childrenAge5Through15);
modeComponent.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
modeComponent.AddUtilityTerm(38, onePersonHouseholdFlag);
modeComponent.AddUtilityTerm(39, twoPersonHouseholdFlag);
modeComponent.AddUtilityTerm(36, noCarsInHouseholdFlag);
modeComponent.AddUtilityTerm(37, carsLessThanDriversFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
modeComponent.AddUtilityTerm(31, childrenUnder5);
modeComponent.AddUtilityTerm(32, childrenAge5Through15);
modeComponent.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
modeComponent.AddUtilityTerm(36, noCarsInHouseholdFlag);
modeComponent.AddUtilityTerm(37, carsLessThanDriversFlag);
modeComponent.AddUtilityTerm(40, 1);
modeComponent.AddUtilityTerm(41, onePersonHouseholdFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
// modeComponent.AddUtilityTerm(50, 1);
// modeComponent.AddUtilityTerm(54, income0To25KFlag);
modeComponent.AddUtilityTerm(55, income100KPlusFlag);
modeComponent.AddUtilityTerm(57, carsLessThanWorkersFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
modeComponent.AddUtilityTerm(60, 1);
modeComponent.AddUtilityTerm(61, maleFlag);
modeComponent.AddUtilityTerm(62, ageUnder30Flag);
modeComponent.AddUtilityTerm(63, ageBetween51And98Flag);
// modeComponent.AddUtilityTerm(64, income0To25KFlag);
// modeComponent.AddUtilityTerm(65, income100KPlusFlag);
modeComponent.AddUtilityTerm(66, noCarsInHouseholdFlag);
modeComponent.AddUtilityTerm(67, carsLessThanDriversFlag);
modeComponent.AddUtilityTerm(169, destinationParcel.MixedUse4Index2());
modeComponent.AddUtilityTerm(169, destinationParcel.TotalEmploymentDensity2() / 20000.0);
modeComponent.AddUtilityTerm(169, destinationParcel.NetIntersectionDensity2() / 200.0);
modeComponent.AddUtilityTerm(164, originParcel.NetIntersectionDensity2() / 200.0);
modeComponent.AddUtilityTerm(164, originParcel.HouseholdDensity2() / 4000.0);
modeComponent.AddUtilityTerm(164, originParcel.MixedUse4Index2());
}
else if (mode == Global.Settings.Modes.Walk)
{
modeComponent.AddUtilityTerm(70, 1.0);
modeComponent.AddUtilityTerm(71, maleFlag);
modeComponent.AddUtilityTerm(72, ageUnder30Flag);
// modeComponent.AddUtilityTerm(73, ageBetween51And98Flag);
// modeComponent.AddUtilityTerm(74, income0To25KFlag);
modeComponent.AddUtilityTerm(75, income100KPlusFlag);
// modeComponent.AddUtilityTerm(76, noCarsInHouseholdFlag);
modeComponent.AddUtilityTerm(77, carsLessThanDriversFlag);
modeComponent.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
modeComponent.AddUtilityTerm(179, destinationParcel.TotalEmploymentDensity1() / 5000.0);
modeComponent.AddUtilityTerm(179, destinationParcel.NetIntersectionDensity1() / 50.0);
modeComponent.AddUtilityTerm(179, originParcel.NetIntersectionDensity1() / 50.0);
modeComponent.AddUtilityTerm(179, originParcel.HouseholdDensity1() / 1000.0);
modeComponent.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
if (mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.Hov2 ||
mode == Global.Settings.Modes.Hov3 || mode == Global.Settings.Modes.Transit)
{
int firstCoef = 200 + 10 * mode;
//modeComponent.AddUtilityTerm(firstCoef + 0, escortTourFlag);
//modeComponent.AddUtilityTerm(firstCoef + 1, shoppingTourFlag);
//modeComponent.AddUtilityTerm(firstCoef + 2, mealTourFlag);
//modeComponent.AddUtilityTerm(firstCoef + 3, socialTourFlag);
//modeComponent.AddUtilityTerm(firstCoef + 4, personalBusinessTourFlag);
//modeComponent.AddUtilityTerm(firstCoef + 5, recreationTourFlag);
// modeComponent.AddUtilityTerm(firstCoef + 6, medicalTourFlag);
//modeComponent.AddUtilityTerm(firstCoef + 7, jointTourFlag);
modeComponent.AddUtilityTerm(firstCoef + 8, Math.Min(partialHalfTour1Flag + partialHalfTour2Flag, 1.0));
modeComponent.AddUtilityTerm(firstCoef + 9, Math.Min(fullHalfTour1Flag + fullHalfTour2Flag, 1.0));
modeComponent.AddUtilityTerm(290 + mode, mode == parentTourMode ? 1 : 0);
}
modeComponent.AddUtilityTerm(298, mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3 && parentTourMode == Global.Settings.Modes.Sov ? 1 : 0);
modeComponent.AddUtilityTerm(299, mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3 && parentTourMode >= Global.Settings.Modes.Hov2 && parentTourMode <= Global.Settings.Modes.Hov3 ? 1 : 0);
}
//loop on all alternatives, using modeTimes objects
{
foreach (HTourModeTime modeTimes in HTourModeTime.ModeTimes[ParallelUtility.threadLocalAssignedIndex.Value])
{
MinuteSpan arrivalPeriod = modeTimes.ArrivalPeriod;
int arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End);
MinuteSpan departurePeriod = modeTimes.DeparturePeriod;
int departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End);
periodComb = modeTimes.PeriodCombinationIndex;
int mode = modeTimes.Mode;
int altIndex = modeTimes.Index;
//set availabillity based on time window variables and any constrained choices
bool available = (modeTimes.LongestFeasibleWindow != null) && (mode > 0) &&
(mode != Global.Settings.Modes.Sov || (tour.Person.IsDrivingAge && tour.Household.VehiclesAvailable > 0)) &&
(constrainedMode <= 0 || constrainedMode == mode) &&
(constrainedArrivalTime <= 0 || (constrainedArrivalTime >= arrivalPeriod.Start && constrainedArrivalTime <= arrivalPeriod.End)) &&
(constrainedDepartureTime <= 0 || (constrainedDepartureTime >= departurePeriod.Start && constrainedDepartureTime <= departurePeriod.End));
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(altIndex, available,
choice != null && choice.Index == altIndex);
alternative.Choice = modeTimes; // JLB added 20130420
//alternative.AddNestedAlternative(HTourModeTime.TOTAL_TOUR_MODE_TIMES + periodComb + 1, periodComb, THETA_PARAMETER);
if (Global.Configuration.IsInEstimationMode && choice != null && altIndex == choice.Index)
{
Global.PrintFile.WriteLine("Aper Dper Mode {0} {1} {2} Travel Times {3} {4} Window {5} {6}",
arrivalPeriod.Index, departurePeriod.Index, mode,
modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1,
modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1,
modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1,
modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1);
}
/* if (altIndex == 0)
* {
* alternative.AddUtilityTerm(991, tour.Household.Id);
* alternative.AddUtilityTerm(992, tour.Person.Id);
* alternative.AddUtilityTerm(993, tour.PersonDay.Day);
* alternative.AddUtilityTerm(994, tour.Sequence);
* alternative.AddUtilityTerm(995, constrainedMode);
* alternative.AddUtilityTerm(996, constrainedArrivalTime);
* alternative.AddUtilityTerm(997, constrainedDepartureTime);
* alternative.AddUtilityTerm(998, tour.DestinationPurpose);
* alternative.AddUtilityTerm(999, (tour.ParentTour == null) ? 0 : 1);
* }
*/
//if in application mode and combination is not available, can skip the rest
if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
{
continue;
}
if (useTimeComponents)
{
// arrival period utility component
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(arrivalPeriod.Index));
// departure period utility component
alternative.AddUtilityComponent(
choiceProbabilityCalculator.GetUtilityComponent(bigPeriodCount + departurePeriod.Index));
// period combination utility component
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + periodComb));
}
// mode utility component
alternative.AddUtilityComponent(
choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + nPeriodCombs + mode - 1));
//even in estimation mode, do not need the rest of the code if not available
if (!alternative.Available)
{
continue;
}
// set parking cost for period combination
double parkingDuration = (departurePeriod == arrivalPeriod
? (arrivalPeriod.End - arrivalPeriod.Start) / 2.0
: departurePeriod.Middle - arrivalPeriod.Middle) / 60.0;
// parking at work is free if no paid parking at work and tour goes to usual workplace
double destinationParkingCost = (!Global.Configuration.IsInEstimationMode &&
Global.Configuration.ShouldRunPayToParkAtWorkplaceModel &&
tour.Person.UsualWorkParcel != null &&
destinationParcel == tour.Person.UsualWorkParcel &&
person.PaidParkingAtWorkplace == 0)
? 0.0
: destinationParcel.ParkingCostBuffer1(parkingDuration);
double parkingCostFraction = (mode == Global.Settings.Modes.Sov)
? 1.0
: (mode == Global.Settings.Modes.Hov2)
? 1.0 / Global.Configuration.Coefficients_HOV2CostDivisor_Work
: (mode == Global.Settings.Modes.Hov3)
? 1.0 / Global.Configuration.Coefficients_HOV3CostDivisor_Work
: 0.0;
double minimumTimeNeeded = modeTimes.TravelTimeToDestination + modeTimes.TravelTimeFromDestination +
Global.Settings.Times.MinimumActivityDuration;
alternative.AddUtilityTerm(1, modeTimes.GeneralizedTimeToDestination + modeTimes.GeneralizedTimeFromDestination);
//alternative.AddUtilityTerm(2, destinationParkingCost*parkingCostFraction);
//alternative.AddUtilityTerm(3,
// Math.Log(Math.Min(1140, modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start -
// minimumTimeNeeded + 1.0 )));
// JLB 20140204 replaced coeff 3 with a different time window formulation: time pressure
// instead of having positive utility for increasing time window, have negative utility for decreasing time window
alternative.AddUtilityTerm(3,
Math.Log(Math.Max(Constants.EPSILON, 1 -
Math.Pow(minimumTimeNeeded / (Math.Min(1140, modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start)), 0.3)
)));
//alternative.AddUtilityTerm(4, Math.Log((totalMinutesAvailableInDay + 1.0)/(minimumTimeNeeded + 1.0)));
//alternative.AddUtilityTerm(4,
// Math.Log(Math.Max(Constants.EPSILON, 1 - minimumTimeNeeded/(Math.Min(1140, totalMinutesAvailableInDay)))));
//alternative.AddUtilityTerm(5,
// (maleFlag == 0 && mode == Global.Settings.Modes.Walk &&
// arrivalPeriod.Index >= DayPeriod.EVENING)
// ? 1
// : 0);
// alternative.AddUtilityTerm(5,
// (maleFlag == 0 && mode == Global.Settings.Modes.Walk &&
// departurePeriod.Index >= DayPeriod.EVENING)
// ? 1
// : 0);
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonWrapper person)
{
IHouseholdWrapper household = person.Household;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
// household inputs
int childrenUnder5 = householdTotals.ChildrenUnder5;
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
int nonworkingAdults = householdTotals.NonworkingAdults;
int retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
// person inputs
int maleFlag = person.IsMale.ToFlag();
int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
IParcelWrapper originParcel = household.ResidenceParcel;
IParcelWrapper destinationParcel = person.UsualWorkParcel;
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 && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
double income = household.Income < 0 ? Global.Configuration.Coefficients_BaseCostCoefficientIncomeLevel : household.Income; // missing converted to 30K
double incomeMultiple = Math.Min(Math.Max(income / Global.Configuration.Coefficients_BaseCostCoefficientIncomeLevel, .1), 10); // ranges for extreme values
double incomePower = Global.Configuration.Coefficients_CostCoefficientIncomePower_Work;
double costCoefficient = Global.Coefficients_BaseCostCoefficientPerMonetaryUnit / Math.Pow(incomeMultiple, incomePower);
/*
* var pathTypeModels =
* PathTypeModelFactory.Singleton.RunAll(
* household.RandomUtility,
* originParcel,
* destinationParcel,
* 240,
* 720,
* Global.Settings.Purposes.Work,
* costCoefficient,
* Global.Configuration.Coefficients_MeanTimeCoefficient_Work,
* person.IsDrivingAge,
* householdTotals.Adults, //assumes householdCars = adults
* 0.0, // assumes transitDiscountFraction = 0,
* false);
*
* 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;
*
* switch (mode) {
* case Global.Settings.Modes.ParkAndRide:
* alternative.AddUtilityTerm(10, 1);
* alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
* alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
* // alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
* alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
* alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
* // alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
*
* break;
* case Global.Settings.Modes.Transit:
* alternative.AddUtilityTerm(20, 1);
* // alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
* 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));
*
* break;
* case 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);
*
* break;
* case 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);
*
* break;
* case 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);
*
* break;
* case 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());
*
* break;
* case 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());
*
* break;
* }
* }
*/
}
public HouseholdDayWrapper(IHouseholdDay householdDay, IHouseholdWrapper householdWrapper) : base(householdDay, householdWrapper)
{
_householdDay = (ILDHouseholdDay)householdDay;
}
protected override void RegionSpecificCustomizations(ChoiceProbabilityCalculator.Alternative alternative, IHouseholdWrapper household)
{
//sfcta inserted special fields on the microzne file for residental parking - using unused properties
double offStreetResidentParkingSpacesPerHH = household.ResidenceParcel.LandUseCode / Math.Max(household.ResidenceParcel.Households, 1);
double onStreetResidentParkingSpacesPerHH = household.ResidenceParcel.OpenSpaceType1Buffer2 / Math.Max(household.ResidenceParcel.HouseholdsBuffer2, 1);
//put on each alternative except 3 (2 vehicles), using the alternative number to number coefficient
if (alternative.Id != 3)
{
alternative.AddUtilityTerm(100 + alternative.Id, Math.Min(offStreetResidentParkingSpacesPerHH, 4));
alternative.AddUtilityTerm(110 + alternative.Id, Math.Min(onStreetResidentParkingSpacesPerHH, 4));
alternative.AddUtilityTerm(120 + alternative.Id, (offStreetResidentParkingSpacesPerHH * offStreetResidentParkingSpacesPerHH) > 0 ? 1 : 0);
}
}
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency)
{
if (sampleItem == null)
{
throw new ArgumentNullException("sampleItem");
}
ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative;
if (!alternative.Available)
{
return;
}
IHouseholdWrapper household = _tour.Household;
IPersonWrapper person = _tour.Person;
//var personDay = _tour.PersonDay;
bool householdHasChildren = household.HasChildren;
bool householdHasNoChildren = householdHasChildren ? false : true;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId];
int jointTourFlag = (_tour.JointTourSequence > 0).ToFlag();
double fastestTravelTime =
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, _tour.OriginParcel, destinationParcel).Variable +
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, _fastestAvailableTimeOfDay, destinationParcel, _tour.OriginParcel).Variable;
if (fastestTravelTime >= _maxAvailableMinutes)
{
alternative.Available = false;
return;
}
alternative.Choice = destinationParcel;
//double tourLogsum = 0;
double jointTourLogsum = 0;
double workTourLogsum = 0;
double otherTourLogsum = 0;
double subtourLogsum = 0;
if (_tour.IsHomeBasedTour)
{
if (_tour.DestinationPurpose == Global.Settings.Purposes.Work)
{
//var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
//var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction());
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
// else if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort) {
// var nestedAlternative = (Global.ChoiceModelDictionary.Get("HEscortTourModeModel") as HEscortTourModeModel).RunNested(_tour, destinationParcel);
// tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
// }
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <OtherHomeBasedTourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction());
if (_tour.JointTourSequence > 0)
{
jointTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
otherTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction());
subtourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = _tour.TourPurposeSegment;
//var carOwnership = person.CarOwnershipSegment;
//var votSegment = _tour.VotALSegment;
//var transitAccess = destinationParcel.TransitAccessSegment();
//var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
//var aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
//var aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.Work_BASED][carOwnership][votSegment][transitAccess];
double distanceFromOrigin = _tour.OriginParcel.DistanceFromOrigin(destinationParcel, _tour.DestinationArrivalTime);
double piecewiseDistanceFrom5To10Miles = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
double piecewiseDistanceFrom10MilesToInfinity = Math.Max(0, distanceFromOrigin - 1);
double piecewiseDistanceFrom0To1Mile = Math.Min(distanceFromOrigin, .10);
double piecewiseDistanceFrom1To5Miles = Math.Max(0, Math.Min(distanceFromOrigin - .1, .5 - .1));
double piecewiseDistanceFrom1To3AndAHalfMiles = Math.Max(0, Math.Min(distanceFromOrigin - .1, .35 - .1));
double piecewiseDistanceFrom3AndAHalfTo10Miles = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
double distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
//var distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
double distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
double timePressure = Math.Log(1 - fastestTravelTime / _maxAvailableMinutes);
// log transforms of buffers for Neighborhood effects
double logOfOnePlusEmploymentEducationBuffer1 = Math.Log(destinationParcel.EmploymentEducationBuffer1 + 1.0);
double logOfOnePlusEmploymentFoodBuffer1 = Math.Log(destinationParcel.EmploymentFoodBuffer1 + 1.0);
double logOfOnePlusEmploymentGovernmentBuffer1 = Math.Log(destinationParcel.EmploymentGovernmentBuffer1 + 1.0);
double logOfOnePlusEmploymentOfficeBuffer1 = Math.Log(destinationParcel.EmploymentOfficeBuffer1 + 1.0);
double logOfOnePlusEmploymentRetailBuffer1 = Math.Log(destinationParcel.EmploymentRetailBuffer1 + 1.0);
double logOfOnePlusEmploymentServiceBuffer1 = Math.Log(destinationParcel.EmploymentServiceBuffer1 + 1.0);
double logOfOnePlusEmploymentMedicalBuffer1 = Math.Log(destinationParcel.EmploymentMedicalBuffer1 + 1.0);
double logOfOnePlusEmploymentIndustrial_Ag_ConstructionBuffer1 = Math.Log(destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1 + 1.0);
double logOfOnePlusEmploymentTotalBuffer1 = Math.Log(destinationParcel.EmploymentTotalBuffer1 + 1.0);
double logOfOnePlusHouseholdsBuffer1 = Math.Log(destinationParcel.HouseholdsBuffer1 + 1.0);
double logOfOnePlusStudentsK12Buffer1 = Math.Log(destinationParcel.StudentsK8Buffer1 + destinationParcel.StudentsHighSchoolBuffer1 + 1.0);
double logOfOnePlusStudentsUniversityBuffer1 = Math.Log(destinationParcel.StudentsUniversityBuffer1 + 1.0);
// var EMPHOU_B = Math.Log(destinationParcel.EmploymentTotalBuffer1 + destinationParcel.HouseholdsBuffer1 + 1.0);
//var logOfOnePlusParkingOffStreetDailySpacesBuffer1 = Math.Log(1 + destinationParcel.ParkingOffStreetPaidDailySpacesBuffer1);
// connectivity attributes
//var c34Ratio = destinationParcel.C34RatioBuffer1();
//var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // exludes no cars
//var noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
//var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
alternative.AddUtilityTerm(2, sampleItem.AdjustmentFactor);
alternative.AddUtilityTerm(3, workTourLogsum);
alternative.AddUtilityTerm(4, otherTourLogsum);
alternative.AddUtilityTerm(5, jointTourLogsum);
alternative.AddUtilityTerm(6, subtourLogsum);
//subpopulation-specific terms
//alternative.AddUtilityTerm(260, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom0To1Mile);
//alternative.AddUtilityTerm(261, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom1To5Miles);
//alternative.AddUtilityTerm(262, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom5To10Miles);
//alternative.AddUtilityTerm(263, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom10MilesToInfinity);
alternative.AddUtilityTerm(260, _secondaryFlag * _workOrSchoolPatternFlag * distanceFromOriginLog);
//alternative.AddUtilityTerm(264, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom0To1Mile);
//alternative.AddUtilityTerm(265, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom1To5Miles);
//alternative.AddUtilityTerm(266, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom5To10Miles);
//alternative.AddUtilityTerm(267, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom10MilesToInfinity);
alternative.AddUtilityTerm(264, _secondaryFlag * _otherPatternFlag * distanceFromOriginLog);
alternative.AddUtilityTerm(268, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(269, household.Has0To15KIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(270, household.HasMissingIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(271, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(272, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(273, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(274, person.IsChildUnder5.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(275, (_tour.IsHomeBasedTour).ToFlag() * timePressure);
alternative.AddUtilityTerm(276, (_tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog);
//alternative.AddUtilityTerm(14, distanceFromWorkLog);
//alternative.AddUtilityTerm(277, (carCompetitionFlag + noCarCompetitionFlag) * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(278, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(279, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(280, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(281, noCarsFlag * c34Ratio);
//alternative.AddUtilityTerm(282, noCarCompetitionFlag * c34Ratio);
//alternative.AddUtilityTerm(283, (carCompetitionFlag + noCarCompetitionFlag) * logOfOnePlusParkingOffStreetDailySpacesBuffer1);
alternative.AddUtilityTerm(284, jointTourFlag * piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(285, jointTourFlag * piecewiseDistanceFrom1To5Miles);
alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom5To10Miles);
alternative.AddUtilityTerm(287, jointTourFlag * piecewiseDistanceFrom10MilesToInfinity);
if (_tour.DestinationPurpose == Global.Settings.Purposes.Work)
{
alternative.AddUtilityTerm(10, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(11, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(12, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(13, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(14, aggregateLogsumWorkBased);
// Neighborhood
alternative.AddUtilityTerm(20, logOfOnePlusEmploymentEducationBuffer1);
//alternative.AddUtilityTerm(21, logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(22, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(23, logOfOnePlusEmploymentServiceBuffer1);
alternative.AddUtilityTerm(24, logOfOnePlusEmploymentMedicalBuffer1);
alternative.AddUtilityTerm(25, logOfOnePlusHouseholdsBuffer1);
alternative.AddUtilityTerm(26, logOfOnePlusStudentsUniversityBuffer1);
alternative.AddUtilityTerm(27, logOfOnePlusStudentsK12Buffer1);
alternative.AddUtilityTerm(28, logOfOnePlusEmploymentIndustrial_Ag_ConstructionBuffer1);
// Size terms
alternative.AddUtilityTerm(30, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(31, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(32, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(33, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(34, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(35, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(36, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(37, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(38, destinationParcel.Households);
alternative.AddUtilityTerm(39, destinationParcel.GetStudentsK12());
//(for application) alternative.AddUtilityTerm(40, destinationParcel.StudentsUniversity);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(50, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(51, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(52, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(53, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(54, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(60, householdHasNoChildren.ToFlag() * logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(61, householdHasNoChildren.ToFlag() * logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(62, householdHasChildren.ToFlag() * logOfOnePlusHouseholdsBuffer1);
alternative.AddUtilityTerm(63, householdHasChildren.ToFlag() * logOfOnePlusStudentsK12Buffer1);
alternative.AddUtilityTerm(64, logOfOnePlusEmploymentTotalBuffer1);
// Size terms
alternative.AddUtilityTerm(70, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * (destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction));
alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(79, (!householdHasChildren).ToFlag() * destinationParcel.GetStudentsK12());
alternative.AddUtilityTerm(80, householdHasChildren.ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(81, householdHasChildren.ToFlag() * destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(82, householdHasChildren.ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(83, householdHasChildren.ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(84, householdHasChildren.ToFlag() * destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(85, householdHasChildren.ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(86, householdHasChildren.ToFlag() * destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(87, householdHasChildren.ToFlag() * (destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction));
alternative.AddUtilityTerm(88, householdHasChildren.ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(89, householdHasChildren.ToFlag() * destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness)
{
alternative.AddUtilityTerm(90, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(91, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(92, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(93, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(94, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(100, logOfOnePlusEmploymentEducationBuffer1);
alternative.AddUtilityTerm(101, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(102, logOfOnePlusEmploymentServiceBuffer1);
//alternative.AddUtilityTerm(103, logOfOnePlusEmploymentMedicalBuffer1);
alternative.AddUtilityTerm(104, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(105, logOfOnePlusStudentsUniversityBuffer1);
alternative.AddUtilityTerm(106, logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(107, logOfOnePlusEmploymentRetailBuffer1);
// Size terms
alternative.AddUtilityTerm(110, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(111, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(112, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(113, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(114, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(115, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(116, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(117, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(118, destinationParcel.Households);
//(for application) alternative.AddUtilityTerm(119, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Shopping)
{
alternative.AddUtilityTerm(120, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(121, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(122, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(123, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(124, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(130, logOfOnePlusEmploymentEducationBuffer1);
alternative.AddUtilityTerm(131, logOfOnePlusEmploymentRetailBuffer1);
// Size terms
alternative.AddUtilityTerm(140, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(141, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(142, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(143, destinationParcel.EmploymentService);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Meal)
{
alternative.AddUtilityTerm(150, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(151, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(152, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(153, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(154, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(156, logOfOnePlusEmploymentFoodBuffer1);
//alternative.AddUtilityTerm(157, logOfOnePlusEmploymentRetailBuffer1);
alternative.AddUtilityTerm(158, logOfOnePlusEmploymentServiceBuffer1);
// Size terms
alternative.AddUtilityTerm(160, destinationParcel.EmploymentFood);
//(for application) alternative.AddUtilityTerm(161, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(162, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(163, destinationParcel.Households);
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Social)
{
alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(171, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(172, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(173, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(174, aggregateLogsumHomeBased);
// Neighborhood
//alternative.AddUtilityTerm(180, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(181, logOfOnePlusEmploymentServiceBuffer1);
//alternative.AddUtilityTerm(182, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(183, logOfOnePlusStudentsK12Buffer1);
//alternative.AddUtilityTerm(184, logOfOnePlusStudentsUniversityBuffer1);
//alternative.AddUtilityTerm(185, logOfOnePlusEmploymentTotalBuffer1);
// Size terms
alternative.AddUtilityTerm(190, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(191, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(192, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(193, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(194, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(195, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(196, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(197, destinationParcel.Households);
alternative.AddUtilityTerm(198, destinationParcel.StudentsUniversity);
//(for application) alternative.AddUtilityTerm(199, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Recreation)
{
alternative.AddUtilityTerm(200, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(201, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(202, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(203, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(204, aggregateLogsumHomeBased);
// Neighborhood
alternative.AddUtilityTerm(210, logOfOnePlusEmploymentOfficeBuffer1);
alternative.AddUtilityTerm(211, logOfOnePlusEmploymentServiceBuffer1);
alternative.AddUtilityTerm(212, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(213, logOfOnePlusStudentsK12Buffer1);
alternative.AddUtilityTerm(214, logOfOnePlusStudentsUniversityBuffer1);
//alternative.AddUtilityTerm(215, logOfOnePlusEmploymentTotalBuffer1);
// Size terms
alternative.AddUtilityTerm(220, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(221, destinationParcel.EmploymentFood);
alternative.AddUtilityTerm(222, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(223, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(224, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(225, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(226, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(227, destinationParcel.Households);
alternative.AddUtilityTerm(228, destinationParcel.StudentsUniversity);
alternative.AddUtilityTerm(229, destinationParcel.GetStudentsK12());
}
else if (_tour.DestinationPurpose == Global.Settings.Purposes.Medical)
{
alternative.AddUtilityTerm(230, piecewiseDistanceFrom0To1Mile);
alternative.AddUtilityTerm(231, piecewiseDistanceFrom1To3AndAHalfMiles);
alternative.AddUtilityTerm(232, piecewiseDistanceFrom3AndAHalfTo10Miles);
alternative.AddUtilityTerm(233, piecewiseDistanceFrom10MilesToInfinity);
//alternative.AddUtilityTerm(234, aggregateLogsumHomeBased);
// Neighborhood
//alternative.AddUtilityTerm(240, logOfOnePlusEmploymentEducationBuffer1);
//alternative.AddUtilityTerm(241, logOfOnePlusEmploymentOfficeBuffer1);
//alternative.AddUtilityTerm(242, logOfOnePlusEmploymentServiceBuffer1);
//alternative.AddUtilityTerm(243, logOfOnePlusEmploymentMedicalBuffer1);
alternative.AddUtilityTerm(244, logOfOnePlusHouseholdsBuffer1);
//alternative.AddUtilityTerm(245, logOfOnePlusStudentsUniversityBuffer1);
//alternative.AddUtilityTerm(246, logOfOnePlusEmploymentGovernmentBuffer1);
alternative.AddUtilityTerm(247, logOfOnePlusEmploymentRetailBuffer1);
// Size terms
//(for application) alternative.AddUtilityTerm(250, destinationParcel.EmploymentEducation);
//(for application) alternative.AddUtilityTerm(251, destinationParcel.EmploymentFood);
//(for application) alternative.AddUtilityTerm(252, destinationParcel.EmploymentGovernment);
//(for application) alternative.AddUtilityTerm(253, destinationParcel.EmploymentOffice);
//(for application) alternative.AddUtilityTerm(254, destinationParcel.EmploymentRetail);
//(for application) alternative.AddUtilityTerm(255, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(256, destinationParcel.EmploymentMedical);
//(for application) alternative.AddUtilityTerm(257, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction);
//(for application) alternative.AddUtilityTerm(258, destinationParcel.Households);
//(for application) alternative.AddUtilityTerm(259, destinationParcel.GetStudentsK12());
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IHouseholdWrapper 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
foreach (var 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 <WorkTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers);
var nestedAlternative2 = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, 0);
workTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.IsDrivingAgeStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
{
var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
var nestedAlternative1 = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers);
var nestedAlternative2 = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, 0);
schoolTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
schoolTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
}
// var votSegment = household.VotALSegment;
//var taSegment = household.ResidenceParcel.TransitAccessSegment();
//var aggregateLogsumDifference = // full car ownership vs. no car ownership
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment] -
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
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();
// 0 AUTOS
var alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(1, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(5, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(9, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(13, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 0);
alternative.AddUtilityTerm(18, household.HasNoFullOrPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(19, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
// alternative.AddUtility(23, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
// alternative.AddUtility(27, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(31, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(35, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// alternative.AddUtility(39, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(43, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(47, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(51, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(55, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(59, workTourLogsumDifference);
// alternative.AddUtility(61, workTourOtherLogsumDifference);
alternative.AddUtilityTerm(63, schoolTourLogsumDifference);
// alternative.AddUtility(67, aggregateLogsumDifference);
alternative.AddUtilityTerm(69, Math.Log(distanceToStop));
// alternative.AddUtility(70, Math.Log(1+household.ResidenceParcel.StopsTransitBuffer1));
alternative.AddUtilityTerm(73, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1);
alternative.AddUtilityTerm(75, foodRetailServiceMedicalLogBuffer1);
alternative.AddUtilityTerm(77, workTourLogsumDifference * ruralFlag);
// alternative.AddUtility(78, workTourOtherLogsumDifference * ruralFlag);
// alternative.AddUtility(79, aggregateLogsumDifference * ruralFlag);
// alternative.AddUtility(80, Math.Log(distanceToStop)*ruralFlag);
// alternative.AddUtility(81, Math.Log(1+household.ResidenceParcel.StopsTransitBuffer1)*ruralFlag);
// alternative.AddUtility(82, foodRetailServiceMedicalQtrMileLog * ruralFlag);
alternative.AddUtilityTerm(83, ruralFlag);
// 1 AUTO
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(6, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(10, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(14, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 1D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 1 car per driving age members
alternative.AddUtilityTerm(18, household.Has1OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(20, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(24, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(28, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(32, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(36, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// alternative.AddUtility(40, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(44, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(48, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(52, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(56, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan1.ToFlag());
//alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan1.ToFlag());
// 2 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(2, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(11, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(15, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 2D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 2 cars per driving age members
alternative.AddUtilityTerm(18, household.Has2OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan2.ToFlag());
// 3 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(3, true, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(3, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(7, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(16, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 3D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 3 cars per driving age members
alternative.AddUtilityTerm(18, household.Has3OrLessFullOrPartTimeWorkers.ToFlag());
// alternative.AddUtility(21, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(25, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(29, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
// alternative.AddUtility(33, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(37, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
alternative.AddUtilityTerm(41, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(45, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(49, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(53, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(57, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan3.ToFlag());
// 4+ AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(4, true, choice == 4);
alternative.Choice = 4;
alternative.AddUtilityTerm(4, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(8, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(12, household.Has3Drivers.ToFlag());
// alternative.AddUtility(17, 4D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 4 cars per driving age members
alternative.AddUtilityTerm(18, household.Has4OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(22, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(26, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
// alternative.AddUtility(30, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(34, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(38, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
alternative.AddUtilityTerm(42, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(46, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(50, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(54, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(58, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan4.ToFlag());
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, int purpose, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = personDay.Household;
IParcelWrapper residenceParcel = household.ResidenceParcel;
IPersonWrapper person = personDay.Person;
int carsPerDriver = household.GetCarsPerDriver();
double mixedDensity = residenceParcel.ParcelHouseholdsPerRetailServiceFoodEmploymentBuffer2();
double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
double purposeLogsum;
if (purpose == Global.Settings.Purposes.Work)
{
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsum = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else if (purpose == Global.Settings.Purposes.School)
{
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
purposeLogsum = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
int carOwnership = person.GetCarOwnershipSegment();
int votSegment = person.Household.GetVotALSegment();
int transitAccess = residenceParcel.TransitAccessSegment();
purposeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][purpose][carOwnership][votSegment][transitAccess];
}
// 1 TOUR
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(1, purpose);
// 2 TOURS
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 2);
const int two = 2;
alternative.Choice = two;
alternative.AddUtilityTerm(100 * purpose + 1, person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 2, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 3, person.IsRetiredAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 4, person.IsNonworkingAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 5, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 6, person.IsDrivingAgeStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 7, person.IsChildAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 8, person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 9, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 10, household.Has25To45KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 11, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 12, carsPerDriver);
alternative.AddUtilityTerm(100 * purpose + 13, person.IsOnlyAdult().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 14, person.IsOnlyFullOrPartTimeWorker().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 15, 0);
alternative.AddUtilityTerm(100 * purpose + 16, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
alternative.AddUtilityTerm(100 * purpose + 17, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 18, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 19, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 20, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 21, person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 22, person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 23, person.AgeIsBetween51And65.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 24, person.WorksAtHome().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 25, mixedDensity);
alternative.AddUtilityTerm(100 * purpose + 26, intersectionDensity);
alternative.AddUtilityTerm(100 * purpose + 31, personDay.WorkTours);
alternative.AddUtilityTerm(100 * purpose + 32, personDay.SchoolTours);
alternative.AddUtilityTerm(100 * purpose + 33, personDay.EscortTours);
alternative.AddUtilityTerm(100 * purpose + 34, personDay.PersonalBusinessTours);
alternative.AddUtilityTerm(100 * purpose + 35, personDay.ShoppingTours);
alternative.AddUtilityTerm(100 * purpose + 36, personDay.MealTours);
alternative.AddUtilityTerm(100 * purpose + 37, personDay.SocialTours);
alternative.AddUtilityTerm(100 * purpose + 41, personDay.WorkStops);
if (purpose <= Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(100 * purpose + 42, personDay.SchoolStops);
}
alternative.AddUtilityTerm(100 * purpose + 43, personDay.EscortStops);
alternative.AddUtilityTerm(100 * purpose + 44, personDay.PersonalBusinessStops);
alternative.AddUtilityTerm(100 * purpose + 45, personDay.ShoppingStops);
alternative.AddUtilityTerm(100 * purpose + 46, personDay.MealStops);
alternative.AddUtilityTerm(100 * purpose + 47, personDay.SocialStops);
alternative.AddUtilityTerm(100 * purpose + 50 + two, 1); // ASC
alternative.AddUtilityTerm(100 * purpose + 23 + 2 * two, purposeLogsum); // accessibility effect has different coefficient for 2 and 3+
// 3+ TOURS
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 3);
const int three = 3;
alternative.Choice = three;
alternative.AddUtilityTerm(100 * purpose + 1, person.IsFulltimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 2, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 3, person.IsRetiredAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 4, person.IsNonworkingAdult.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 5, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 6, person.IsDrivingAgeStudent.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 7, person.IsChildAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 8, person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 9, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 10, household.Has25To45KIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 11, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 12, carsPerDriver);
alternative.AddUtilityTerm(100 * purpose + 13, person.IsOnlyAdult().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 14, person.IsOnlyFullOrPartTimeWorker().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 15, 0);
alternative.AddUtilityTerm(100 * purpose + 16, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
alternative.AddUtilityTerm(100 * purpose + 17, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 18, person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 19, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 20, person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 21, person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 22, person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 23, person.AgeIsBetween51And65.ToFlag());
alternative.AddUtilityTerm(100 * purpose + 24, person.WorksAtHome().ToFlag());
alternative.AddUtilityTerm(100 * purpose + 25, mixedDensity);
alternative.AddUtilityTerm(100 * purpose + 26, intersectionDensity);
alternative.AddUtilityTerm(100 * purpose + 31, personDay.WorkTours);
alternative.AddUtilityTerm(100 * purpose + 32, personDay.SchoolTours);
alternative.AddUtilityTerm(100 * purpose + 33, personDay.EscortTours);
alternative.AddUtilityTerm(100 * purpose + 34, personDay.PersonalBusinessTours);
alternative.AddUtilityTerm(100 * purpose + 35, personDay.ShoppingTours);
alternative.AddUtilityTerm(100 * purpose + 36, personDay.MealTours);
alternative.AddUtilityTerm(100 * purpose + 37, personDay.SocialTours);
alternative.AddUtilityTerm(100 * purpose + 41, personDay.WorkStops);
if (purpose <= Global.Settings.Purposes.Escort)
{
alternative.AddUtilityTerm(100 * purpose + 42, personDay.SchoolStops);
}
alternative.AddUtilityTerm(100 * purpose + 43, personDay.EscortStops);
alternative.AddUtilityTerm(100 * purpose + 44, personDay.PersonalBusinessStops);
alternative.AddUtilityTerm(100 * purpose + 45, personDay.ShoppingStops);
alternative.AddUtilityTerm(100 * purpose + 46, personDay.MealStops);
alternative.AddUtilityTerm(100 * purpose + 47, personDay.SocialStops);
alternative.AddUtilityTerm(100 * purpose + 50 + three, 1); // ASC
alternative.AddUtilityTerm(100 * purpose + 23 + 2 * three, purposeLogsum); // accessibility effect has different coefficient for 2 and 3+
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITripWrapper trip, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper originParcel, IParcelWrapper destinationParcel, int departureTime, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = trip.Household;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
IPersonWrapper person = trip.Person;
ITourWrapper tour = trip.Tour;
Framework.DomainModels.Models.IHalfTour halfTour = trip.HalfTour;
// household inputs
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income25To45KFlag = household.Has25To45KIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
int nonworkingAdults = householdTotals.NonworkingAdults;
int retiredAdults = householdTotals.RetiredAdults;
int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
// person inputs
int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
int maleFlag = person.IsMale.ToFlag();
int ageLessThan35Flag = person.AgeIsLessThan35.ToFlag();
// tour inputs
int parkAndRideTourFlag = tour.IsParkAndRideMode().ToFlag();
int transitTourFlag = tour.IsTransitMode().ToFlag();
int schoolBusTourFlag = tour.IsSchoolBusMode().ToFlag();
int hov3TourFlag = tour.IsHov3Mode().ToFlag();
int hov2TourFlag = tour.IsHov2Mode().ToFlag();
int sovTourFlag = tour.IsSovMode().ToFlag();
int bikeTourFlag = tour.IsBikeMode().ToFlag();
int walkTourFlag = tour.IsWalkMode().ToFlag();
int tncTourFlag = (tour.Mode == Global.Settings.Modes.PaidRideShare).ToFlag();
int homeBasedWorkTourFlag = (tour.IsHomeBasedTour && tour.IsWorkPurpose()).ToFlag();
int homeBasedSchoolTourFlag = (tour.IsHomeBasedTour && tour.IsSchoolPurpose()).ToFlag();
int homeBasedEscortTourFlag = (tour.IsHomeBasedTour && tour.IsEscortPurpose()).ToFlag();
int homeBasedShoppingTourFlag = (tour.IsHomeBasedTour && tour.IsShoppingPurpose()).ToFlag();
int homeBasedMealTourFlag = (tour.IsHomeBasedTour && tour.IsMealPurpose()).ToFlag();
int homeBasedSocialTourFlag = (tour.IsHomeBasedTour && tour.IsSocialPurpose()).ToFlag();
int notHomeBasedTourFlag = (!tour.IsHomeBasedTour).ToFlag();
// var homeBasedNotWorkSchoolEscortTourFlag = (tour.IsHomeBasedTour && tour.DestinationPurpose > Global.Settings.Purposes.Escort).ToFlag();
// var costco = -0.1432 * homeBasedWorkTourFlag - 0.2000 * homeBasedSchoolTourFlag - 0.3000 * homeBasedEscortTourFlag - 0.2000 * homeBasedNotWorkSchoolEscortTourFlag - 0.2000 * notHomeBasedTourFlag;
// trip inputs
int originHomeEscortFlag = (trip.IsNoneOrHomePurposeByOrigin() && trip.IsEscortPurposeByDestination()).ToFlag();
int originWorkEscortFlag = (trip.IsWorkPurposeByOrigin() && trip.IsEscortPurposeByDestination()).ToFlag();
int destinationHomeEscortFlag = (trip.IsNoneOrHomePurposeByDestination() && trip.IsEscortPurposeByOrigin()).ToFlag();
int destinationWorkEscortFlag = (trip.IsWorkPurposeByDestination() && trip.IsEscortPurposeByOrigin()).ToFlag();
// only trip on first half-tour
int onlyTripOnFirstHalfFlag = (trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin).ToFlag();
// first trip on first half-tour, not only one
int firstTripOnFirstHalfFlag = (trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && !trip.IsToTourOrigin).ToFlag();
// last trip first half-tour, not only one
int lastTripOnFirstHalfFlag = (trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin).ToFlag();
// only trip on second half-tour
int onlyTripOnSecondHalfFlag = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin).ToFlag();
// first trip on second half-tour, not only one
int firstTripOnSecondHalfFlag = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && !trip.IsToTourOrigin).ToFlag();
// last trip second half-tour, not only one
int lastTripOnSecondHalfFlag = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin).ToFlag();
// remaining inputs
double originMixedDensity = originParcel.MixedUse4Index1();
double originIntersectionDensity = originParcel.NetIntersectionDensity1();
double destinationParkingCost = destinationParcel.ParkingCostBuffer1(2);
int amPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.SixAM, Global.Settings.Times.TenAM).ToFlag();
int middayPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.TenAM, Global.Settings.Times.ThreePM).ToFlag();
int pmPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.ThreePM, Global.Settings.Times.SevenPM).ToFlag();
int eveningPeriodFlag = (departureTime > Global.Settings.Times.SevenPM).ToFlag();
// availability
bool[] tripModeAvailable = new bool[Global.Settings.Modes.TotalModes + 1];
bool isLastTripInTour = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin) || (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin);
int frequencyPreviousTripModeIsTourMode =
trip.IsHalfTourFromOrigin
? tour.HalfTourFromOrigin.Trips.Where(x => x.Sequence < trip.Sequence).Count(x => tour.Mode == x.Mode)
: tour.HalfTourFromOrigin.Trips.Union(tour.HalfTourFromDestination.Trips.Where(x => x.Sequence < trip.Sequence)).Count(x => tour.Mode == x.Mode);
// if a park and ride tour, only car is available
int maxAvail = tour.Mode;
if (tour.Mode == Global.Settings.Modes.ParkAndRide)
{
tripModeAvailable[Global.Settings.Modes.Sov] = tour.Household.VehiclesAvailable > 0 && tour.Person.IsDrivingAge;
tripModeAvailable[Global.Settings.Modes.Hov2] = !tripModeAvailable[Global.Settings.Modes.Sov];
}
// if the last trip of the tour and tour mode not yet used, only the tour mode is available
else if (isLastTripInTour && frequencyPreviousTripModeIsTourMode == 0 && tour.Mode <= maxAvail)
{
tripModeAvailable[tour.Mode] = true;
}
else
{
// set availability based on tour mode
for (int mode = Global.Settings.Modes.Walk; mode <= maxAvail; mode++)
{
if (mode != Global.Settings.Modes.ParkAndRide)
{
tripModeAvailable[mode] = true;
}
}
}
{
// school bus is a special case - use HOV3 impedance and only available for school bus tours
IPathTypeModel pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
int modeExtra = Global.Settings.Modes.SchoolBus;
bool availableExtra = pathTypeExtra.Available && tour.IsSchoolBusMode() && tripModeAvailable[modeExtra];
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(18, 1);
alternative.AddUtilityTerm(100, schoolBusTourFlag);
alternative.AddUtilityTerm(102, (schoolBusTourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (schoolBusTourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (schoolBusTourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (schoolBusTourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (schoolBusTourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (schoolBusTourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(112, parkAndRideTourFlag);
alternative.AddUtilityTerm(113, transitTourFlag);
}
}
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
int mode = pathTypeModel.Mode;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) &&
pathTypeModel.Available && tripModeAvailable[mode];
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.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(100, transitTourFlag);
alternative.AddUtilityTerm(102, (transitTourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (transitTourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (transitTourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (transitTourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (transitTourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (transitTourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(136, tncTourFlag);
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(34, (nonworkingAdults + retiredAdults));
alternative.AddUtilityTerm(36, onePersonHouseholdFlag);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(100, hov3TourFlag);
alternative.AddUtilityTerm(102, (hov3TourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (hov3TourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (hov3TourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (hov3TourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (hov3TourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (hov3TourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(114, parkAndRideTourFlag);
alternative.AddUtilityTerm(115, transitTourFlag);
alternative.AddUtilityTerm(116, schoolBusTourFlag);
alternative.AddUtilityTerm(135, tncTourFlag);
alternative.AddUtilityTerm(149, homeBasedWorkTourFlag);
alternative.AddUtilityTerm(150, homeBasedSchoolTourFlag);
alternative.AddUtilityTerm(152, homeBasedEscortTourFlag);
alternative.AddUtilityTerm(153, homeBasedShoppingTourFlag);
alternative.AddUtilityTerm(154, homeBasedMealTourFlag);
alternative.AddUtilityTerm(155, homeBasedSocialTourFlag);
alternative.AddUtilityTerm(161, (destinationWorkEscortFlag * amPeriodFlag));
alternative.AddUtilityTerm(162, (originWorkEscortFlag * pmPeriodFlag));
alternative.AddUtilityTerm(163, (originHomeEscortFlag * amPeriodFlag));
alternative.AddUtilityTerm(164, (originHomeEscortFlag * middayPeriodFlag));
alternative.AddUtilityTerm(165, (originHomeEscortFlag * pmPeriodFlag));
alternative.AddUtilityTerm(166, (originHomeEscortFlag * eveningPeriodFlag));
alternative.AddUtilityTerm(167, (destinationHomeEscortFlag * amPeriodFlag));
alternative.AddUtilityTerm(168, (destinationHomeEscortFlag * middayPeriodFlag));
alternative.AddUtilityTerm(169, (destinationHomeEscortFlag * pmPeriodFlag));
alternative.AddUtilityTerm(170, (destinationHomeEscortFlag * eveningPeriodFlag));
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(32, (childrenAge5Through15 * (1 - homeBasedEscortTourFlag)));
alternative.AddUtilityTerm(34, ((nonworkingAdults + retiredAdults) * (1 - homeBasedEscortTourFlag)));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(100, hov2TourFlag);
alternative.AddUtilityTerm(102, (hov2TourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (hov2TourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (hov2TourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (hov2TourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (hov2TourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (hov2TourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(118, transitTourFlag);
alternative.AddUtilityTerm(119, schoolBusTourFlag);
alternative.AddUtilityTerm(120, hov3TourFlag);
alternative.AddUtilityTerm(135, tncTourFlag);
alternative.AddUtilityTerm(149, homeBasedWorkTourFlag);
alternative.AddUtilityTerm(150, homeBasedSchoolTourFlag);
alternative.AddUtilityTerm(152, homeBasedEscortTourFlag);
alternative.AddUtilityTerm(153, homeBasedShoppingTourFlag);
alternative.AddUtilityTerm(154, homeBasedMealTourFlag);
alternative.AddUtilityTerm(155, homeBasedSocialTourFlag);
alternative.AddUtilityTerm(161, (destinationWorkEscortFlag * amPeriodFlag));
alternative.AddUtilityTerm(162, (originWorkEscortFlag * pmPeriodFlag));
alternative.AddUtilityTerm(163, (originHomeEscortFlag * amPeriodFlag));
alternative.AddUtilityTerm(164, (originHomeEscortFlag * middayPeriodFlag));
alternative.AddUtilityTerm(165, (originHomeEscortFlag * pmPeriodFlag));
alternative.AddUtilityTerm(166, (originHomeEscortFlag * eveningPeriodFlag));
alternative.AddUtilityTerm(167, (destinationHomeEscortFlag * amPeriodFlag));
alternative.AddUtilityTerm(168, (destinationHomeEscortFlag * middayPeriodFlag));
alternative.AddUtilityTerm(169, (destinationHomeEscortFlag * pmPeriodFlag));
alternative.AddUtilityTerm(170, (destinationHomeEscortFlag * eveningPeriodFlag));
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(55, income25To45KFlag);
alternative.AddUtilityTerm(59, drivingAgeStudentFlag);
alternative.AddUtilityTerm(100, sovTourFlag);
alternative.AddUtilityTerm(102, (sovTourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (sovTourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (sovTourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (sovTourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (sovTourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (sovTourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(121, parkAndRideTourFlag);
alternative.AddUtilityTerm(122, transitTourFlag);
alternative.AddUtilityTerm(124, hov3TourFlag);
alternative.AddUtilityTerm(125, hov2TourFlag);
alternative.AddUtilityTerm(134, tncTourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(62, ageLessThan35Flag);
alternative.AddUtilityTerm(65, originIntersectionDensity);
alternative.AddUtilityTerm(100, bikeTourFlag);
alternative.AddUtilityTerm(102, (bikeTourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (bikeTourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (bikeTourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (bikeTourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (bikeTourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (bikeTourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(127, transitTourFlag);
alternative.AddUtilityTerm(128, schoolBusTourFlag);
alternative.AddUtilityTerm(130, hov2TourFlag);
alternative.AddUtilityTerm(131, sovTourFlag);
alternative.AddUtilityTerm(133, tncTourFlag);
alternative.AddUtilityTerm(147, notHomeBasedTourFlag);
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(72, ageLessThan35Flag);
alternative.AddUtilityTerm(75, originIntersectionDensity);
alternative.AddUtilityTerm(78, originMixedDensity); // origin and destination mixed use measures - geometric avg. - half mile from cell, in 1000s
alternative.AddUtilityTerm(100, walkTourFlag);
alternative.AddUtilityTerm(102, (walkTourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (walkTourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (walkTourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (walkTourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (walkTourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (walkTourFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(141, homeBasedWorkTourFlag);
alternative.AddUtilityTerm(142, homeBasedSchoolTourFlag);
}
else if (mode == Global.Settings.Modes.PaidRideShare)
{
alternative.AddUtilityTerm(100, tncTourFlag);
alternative.AddUtilityTerm(102, (tncTourFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (tncTourFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (tncTourFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (tncTourFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (tncTourFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (tncTourFlag * lastTripOnSecondHalfFlag));
if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients)
{
alternative.AddUtilityTerm(80, 1.0);
alternative.AddUtilityTerm(81, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(82, carsLessThanDriversFlag);
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(84, (tour.Person.Age >= 65).ToFlag());
alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, destinationParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(87, income0To25KFlag);
alternative.AddUtilityTerm(88, incomeOver100Flag);
alternative.AddUtilityTerm(89, homeBasedWorkTourFlag);
alternative.AddUtilityTerm(90, homeBasedSchoolTourFlag);
alternative.AddUtilityTerm(91, homeBasedEscortTourFlag);
alternative.AddUtilityTerm(92, homeBasedShoppingTourFlag);
}
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());
}
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IHouseholdWrapper household, int choice = Constants.DEFAULT_VALUE)
{
// var distanceToTransitCappedUnderQtrMile = household.ResidenceParcel.DistanceToTransitCappedUnderQtrMile();
// var distanceToTransitQtrToHalfMile = household.ResidenceParcel.DistanceToTransitQtrToHalfMile();
double foodRetailServiceMedicalLogBuffer1 = household.ResidenceParcel.FoodRetailServiceMedicalLogBuffer1();
double workTourLogsumDifference = 0D; // (full or part-time workers) full car ownership vs. no car ownership
double schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership
// const double workTourOtherLogsumDifference = 0D; // (other workers) full car ownership vs. no car ownership
foreach (IPersonWrapper person in household.Persons)
{
if (person.IsWorker && person.UsualWorkParcel != null && person.UsualWorkParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, 0);
workTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
workTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
if (person.IsDrivingAgeStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.HouseholdTotals.DrivingAgeMembers);
ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, 0);
schoolTourLogsumDifference += nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
schoolTourLogsumDifference -= nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
}
}
// var votSegment = household.VotALSegment;
//var taSegment = household.ResidenceParcel.TransitAccessSegment();
//var aggregateLogsumDifference = // full car ownership vs. no car ownership
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment] -
// Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][taSegment];
double distanceToStop
= household.ResidenceParcel.GetDistanceToTransit() > 0
? Math.Min(household.ResidenceParcel.GetDistanceToTransit(), 2 * Global.Settings.DistanceUnitsPerMile) // JLBscale
: 2 * Global.Settings.DistanceUnitsPerMile;
int ruralFlag = household.ResidenceParcel.RuralFlag();
double zeroVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own0VehiclesCoefficientForAVHouseholds : 0;
double oneVehAVEffect = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0) ? Global.Configuration.AV_Own1VehicleCoefficientForAVHouseholds : 0;
double zeroVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_DensityCoefficientForOwning0Vehicles * Math.Min(household.ResidenceBuffer2Density, 6000) : 0;
double oneVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning1Vehicle : 0;
double twoVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning2Vehicles : 0;
double threeVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning3Vehicles : 0;
double fourVehSEEffect = (Global.Configuration.PaidRideShareModeIsAvailable && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? Global.Configuration.AV_SharingEconomy_ConstantForOwning4Vehicles : 0;
// 0 AUTOS
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
alternative.AddUtilityTerm(90, 1); //new calibration constant - can be used in estimation if coefficient 5 is constrained to 0
alternative.AddUtilityTerm(1, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(5, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(9, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(13, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 0);
alternative.AddUtilityTerm(18, household.HasNoFullOrPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(19, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
// alternative.AddUtility(23, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
// alternative.AddUtility(27, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(31, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(35, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// alternative.AddUtility(39, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(43, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(47, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(51, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(55, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(59, workTourLogsumDifference);
// alternative.AddUtility(61, workTourOtherLogsumDifference);
alternative.AddUtilityTerm(63, schoolTourLogsumDifference);
// alternative.AddUtility(67, aggregateLogsumDifference);
alternative.AddUtilityTerm(69, Math.Log(distanceToStop));
// alternative.AddUtility(70, Math.Log(1+household.ResidenceParcel.StopsTransitBuffer1));
alternative.AddUtilityTerm(73, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1);
alternative.AddUtilityTerm(75, foodRetailServiceMedicalLogBuffer1);
alternative.AddUtilityTerm(77, workTourLogsumDifference * ruralFlag);
// alternative.AddUtility(78, workTourOtherLogsumDifference * ruralFlag);
// alternative.AddUtility(79, aggregateLogsumDifference * ruralFlag);
// alternative.AddUtility(80, Math.Log(distanceToStop)*ruralFlag);
// alternative.AddUtility(81, Math.Log(1+household.ResidenceParcel.StopsTransitBuffer1)*ruralFlag);
// alternative.AddUtility(82, foodRetailServiceMedicalQtrMileLog * ruralFlag);
alternative.AddUtilityTerm(83, ruralFlag);
alternative.AddUtilityTerm(200, zeroVehAVEffect);
alternative.AddUtilityTerm(200, zeroVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 1 AUTO
alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(91, 1); //new calibration constant - can be used in estimation if coefficient 6 is constrained to 0
alternative.AddUtilityTerm(6, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(10, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(14, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 1D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 1 car per driving age members
alternative.AddUtilityTerm(18, household.Has1OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(20, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(24, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(28, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(32, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(36, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
// alternative.AddUtility(40, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(44, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(48, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(52, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(56, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan1.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan1.ToFlag());
//alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan1.ToFlag());
alternative.AddUtilityTerm(200, oneVehAVEffect);
alternative.AddUtilityTerm(200, oneVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 2 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(2, true, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(92, 1); //new calibration constant - must be constrained to 0 in estimation
alternative.AddUtilityTerm(2, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(11, household.Has3Drivers.ToFlag());
alternative.AddUtilityTerm(15, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 2D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 2 cars per driving age members
alternative.AddUtilityTerm(18, household.Has2OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan2.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan2.ToFlag());
alternative.AddUtilityTerm(200, twoVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 3 AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(3, true, choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(93, 1); //new calibration constant - can be used in estimation if coefficient 7 is constrained to 0
alternative.AddUtilityTerm(3, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(7, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(16, household.Has4OrMoreDrivers.ToFlag());
// alternative.AddUtility(17, 3D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 3 cars per driving age members
alternative.AddUtilityTerm(18, household.Has3OrLessFullOrPartTimeWorkers.ToFlag());
// alternative.AddUtility(21, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(25, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
alternative.AddUtilityTerm(29, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
// alternative.AddUtility(33, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(37, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
alternative.AddUtilityTerm(41, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(45, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(49, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(53, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(57, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan3.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan3.ToFlag());
alternative.AddUtilityTerm(200, threeVehSEEffect);
RegionSpecificCustomizations(alternative, household);
// 4+ AUTOS
alternative = choiceProbabilityCalculator.GetAlternative(4, true, choice == 4);
alternative.Choice = 4;
alternative.AddUtilityTerm(94, 1); //new calibration constant - can be used in estimation if coefficient 8 is constrained to 0
alternative.AddUtilityTerm(4, household.Has1Driver.ToFlag());
alternative.AddUtilityTerm(8, household.Has2Drivers.ToFlag());
alternative.AddUtilityTerm(12, household.Has3Drivers.ToFlag());
// alternative.AddUtility(17, 4D / Math.Max(household.HouseholdTotals.DrivingAgeMembers, 1)); // ratio of 4 cars per driving age members
alternative.AddUtilityTerm(18, household.Has4OrLessFullOrPartTimeWorkers.ToFlag());
alternative.AddUtilityTerm(22, household.HouseholdTotals.PartTimeWorkersPerDrivingAgeMembers);
alternative.AddUtilityTerm(26, household.HouseholdTotals.RetiredAdultsPerDrivingAgeMembers);
// alternative.AddUtility(30, household.HouseholdTotals.UniversityStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(34, household.HouseholdTotals.DrivingAgeStudentsPerDrivingAgeMembers);
alternative.AddUtilityTerm(38, household.HouseholdTotals.HomeBasedPersonsPerDrivingAgeMembers);
alternative.AddUtilityTerm(42, household.HouseholdTotals.ChildrenUnder5PerDrivingAgeMembers);
alternative.AddUtilityTerm(46, household.Has0To15KIncome.ToFlag());
alternative.AddUtilityTerm(50, household.Has50To75KIncome.ToFlag());
alternative.AddUtilityTerm(54, household.Has75KPlusIncome.ToFlag());
alternative.AddUtilityTerm(58, household.HasMissingIncome.ToFlag());
alternative.AddUtilityTerm(60, workTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(62, workTourOtherLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(64, schoolTourLogsumDifference * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(68, aggregateLogsumDifference * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(72, Math.Log(1 + household.ResidenceParcel.StopsTransitBuffer1) * household.HasMoreDriversThan4.ToFlag());
// alternative.AddUtility(74, household.ResidenceParcel.ParkingOffStreetPaidDailyPriceBuffer1 * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(76, foodRetailServiceMedicalLogBuffer1 * household.HasMoreDriversThan4.ToFlag());
alternative.AddUtilityTerm(200, fourVehSEEffect);
RegionSpecificCustomizations(alternative, household);
}
IPersonWrapper IPersonCreator.CreateWrapper(IPerson person, IHouseholdWrapper householdWrapper)
{
return(CreateWrapper(person, householdWrapper));
}
protected virtual void RegionSpecificCustomizations(ChoiceProbabilityCalculator.Alternative alternative, IHouseholdWrapper household)
{
//Global.PrintFile.WriteLine("Generic AutoOwmnershipModel.RegionSpecificAutoOwnershipCoefficients being called so must not be overridden by CustomizationDll");
}
IHouseholdDayWrapper IHouseholdDayCreator.CreateWrapper(IHouseholdDay householdDay, IHouseholdWrapper householdWrapper)
{
return(CreateWrapper(householdDay, householdWrapper));
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITripWrapper trip, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = trip.Household;
IPersonWrapper person = trip.Person;
IPersonDayWrapper personDay = trip.PersonDay;
ITourWrapper tour = trip.Tour;
Framework.DomainModels.Models.IHalfTour halfTour = trip.HalfTour;
// household inputs
int childrenFlag = household.HasChildren.ToFlag();
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
// person inputs
int adultMaleFlag = person.IsAdultMale.ToFlag();
int adultFemaleFlag = person.IsAdultFemale.ToFlag();
int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag();
int retiredAdultFlag = person.IsRetiredAdult.ToFlag();
int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
int nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag();
int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag();
int childUnder5Flag = person.IsChildUnder5.ToFlag();
// person-day inputs
int homeBasedTours = personDay.HomeBasedTours;
int simulatedToursFlag = personDay.SimulatedToursExist().ToFlag();
int simulatedWorkStops = personDay.SimulatedWorkStops;
int simulatedWorkStopsFlag = personDay.SimulatedWorkStopsExist().ToFlag();
int simulatedSchoolStops = personDay.SimulatedSchoolStops;
// var simulatedSchoolStopsFlag = personDay.HasSimulatedSchoolStops.ToFlag();
int simulatedEscortStops = personDay.SimulatedEscortStops;
// var simulatedEscortStopsFlag = personDay.HasSimulatedEscortStops.ToFlag();
int simulatedPersonalBusinessStops = personDay.SimulatedPersonalBusinessStops;
// var simulatedPersonalBusinessStopsFlag = personDay.HasSimulatedPersonalBusinessStops.ToFlag();
int simulatedShoppingStops = personDay.SimulatedShoppingStops;
// var simulatedShoppingStopsFlag = personDay.HasSimulatedShoppingStops.ToFlag();
int simulatedMealStops = personDay.SimulatedMealStops;
// var simulatedMealStopsFlag = personDay.HasSimulatedMealStops.ToFlag();
int simulatedSocialStops = personDay.SimulatedSocialStops;
// var simulatedSocialStopsFlag = personDay.HasSimulatedSocialStops.ToFlag();
// tour inputs
int hov2TourFlag = tour.IsHov2Mode().ToFlag();
int hov3TourFlag = tour.IsHov3Mode().ToFlag();
int transitTourFlag = tour.IsTransitMode().ToFlag();
int bikeTourFlag = tour.IsBikeMode().ToFlag();
int walkTourFlag = tour.IsWalkMode().ToFlag();
int notHomeBasedTourFlag = (!tour.IsHomeBasedTour).ToFlag();
int workTourFlag = tour.IsWorkPurpose().ToFlag();
int personalBusinessOrMedicalTourFlag = tour.IsPersonalBusinessOrMedicalPurpose().ToFlag();
int socialOrRecreationTourFlag = tour.IsSocialOrRecreationPurpose().ToFlag();
int schoolTourFlag = tour.IsSchoolPurpose().ToFlag();
int escortTourFlag = tour.IsEscortPurpose().ToFlag();
int shoppingTourFlag = tour.IsShoppingPurpose().ToFlag();
int mealTourFlag = tour.IsMealPurpose().ToFlag();
// trip inputs
int oneSimulatedTripFlag = halfTour.OneSimulatedTripFlag;
int twoSimulatedTripsFlag = halfTour.TwoSimulatedTripsFlag;
int threeSimulatedTripsFlag = halfTour.ThreeSimulatedTripsFlag;
int fourSimulatedTripsFlag = halfTour.FourSimulatedTripsFlag;
int fiveSimulatedTripsFlag = halfTour.FiveSimulatedTripsFlag;
int halfTourFromOriginFlag = trip.IsHalfTourFromOrigin.ToFlag();
int halfTourFromDestinationFlag = (!trip.IsHalfTourFromOrigin).ToFlag();
int beforeMandatoryDestinationFlag = trip.IsBeforeMandatoryDestination().ToFlag();
// remaining inputs
int time = trip.IsHalfTourFromOrigin ? tour.DestinationArrivalTime : tour.DestinationDepartureTime;
int from7AMto9AMFlag = (time >= Global.Settings.Times.SevenAM && time < Global.Settings.Times.NineAM).ToFlag();
int from9AMto11AMFlag = (time >= Global.Settings.Times.NineAM && time < Global.Settings.Times.ElevenAM).ToFlag();
int from11AMto1PMFlag = (time >= Global.Settings.Times.ElevenAM && time < Global.Settings.Times.OnePM).ToFlag();
int from1PMto3PMFlag = (time >= Global.Settings.Times.OnePM && time < Global.Settings.Times.ThreePM).ToFlag();
int from3PMto5PMFlag = (time >= Global.Settings.Times.ThreePM && time < Global.Settings.Times.FivePM).ToFlag();
int from7PMto9PMFlag = (time >= Global.Settings.Times.SevenPM && time < Global.Settings.Times.NinePM).ToFlag();
int from9PMto11PMFlag = (time >= Global.Settings.Times.NinePM && time < Global.Settings.Times.ElevenPM).ToFlag();
int from11PMto7AMFlag = (time >= Global.Settings.Times.ElevenPM).ToFlag();
double foodRetailServiceMedicalQtrMileLog = household.ResidenceParcel.FoodRetailServiceMedicalLogBuffer1();
int remainingToursCount = personDay.HomeBasedTours - personDay.GetTotalSimulatedTours();
// time-of-day for trip window calculations
int startTime = trip.GetStartTime();
// time window in minutes and in hours for yet unmodeled portion of half-tour, only consider persons on this trip
int timeWindow =
tour.IsHomeBasedTour
? personDay.TimeWindow.AvailableWindow(startTime, Global.Settings.TimeDirections.Both)
: tour.ParentTour.TimeWindow.AvailableWindow(startTime, Global.Settings.TimeDirections.Both);
double duration = timeWindow / 60D;
// connectivity attributes
double c34Ratio = trip.OriginParcel.C34RatioBuffer1();
// 0 - NO MORE STOPS
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
alternative.AddUtilityTerm(1, twoSimulatedTripsFlag * halfTourFromOriginFlag);
alternative.AddUtilityTerm(2, threeSimulatedTripsFlag * halfTourFromOriginFlag);
alternative.AddUtilityTerm(3, fourSimulatedTripsFlag * halfTourFromOriginFlag);
alternative.AddUtilityTerm(4, fiveSimulatedTripsFlag * halfTourFromOriginFlag);
alternative.AddUtilityTerm(5, twoSimulatedTripsFlag * halfTourFromDestinationFlag);
alternative.AddUtilityTerm(6, threeSimulatedTripsFlag * halfTourFromDestinationFlag);
alternative.AddUtilityTerm(7, fourSimulatedTripsFlag * halfTourFromDestinationFlag);
alternative.AddUtilityTerm(8, fiveSimulatedTripsFlag * halfTourFromDestinationFlag);
alternative.AddUtilityTerm(9, homeBasedTours);
alternative.AddUtilityTerm(10, simulatedToursFlag);
alternative.AddUtilityTerm(11, notHomeBasedTourFlag);
alternative.AddUtilityTerm(12, beforeMandatoryDestinationFlag);
alternative.AddUtilityTerm(16, (transitTourFlag + walkTourFlag + bikeTourFlag) * c34Ratio * foodRetailServiceMedicalQtrMileLog);
alternative.AddUtilityTerm(17, transitTourFlag);
alternative.AddUtilityTerm(40, schoolTourFlag);
// 1 - WORK STOP
if (personDay.WorkStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.School)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, true, choice == Global.Settings.Purposes.Work);
alternative.Choice = Global.Settings.Purposes.Work;
alternative.AddUtilityTerm(33, workTourFlag + schoolTourFlag);
// alternative.AddUtility(47, escortTourFlag);
// alternative.AddUtility(54, personalBusinessOrMedicalTourFlag);
// alternative.AddUtility(61, shoppingTourFlag);
// alternative.AddUtility(68, mealTourFlag);
// alternative.AddUtility(75, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(82, halfTourFromOriginFlag);
alternative.AddUtilityTerm(89, simulatedWorkStops);
alternative.AddUtilityTerm(96, simulatedWorkStopsFlag);
alternative.AddUtilityTerm(103, remainingToursCount);
alternative.AddUtilityTerm(110, duration);
alternative.AddUtilityTerm(131, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(175, adultMaleFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work);
}
// 2 - SCHOOL STOP
if (personDay.SchoolStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.School)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, true, choice == Global.Settings.Purposes.School);
alternative.Choice = Global.Settings.Purposes.School;
alternative.AddUtilityTerm(34, workTourFlag + schoolTourFlag);
// alternative.AddUtility(48, escortTourFlag);
// alternative.AddUtility(55, personalBusinessOrMedicalTourFlag);
// alternative.AddUtility(62, shoppingTourFlag);
// alternative.AddUtility(69, mealTourFlag);
// alternative.AddUtility(76, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(83, halfTourFromOriginFlag);
alternative.AddUtilityTerm(90, simulatedSchoolStops);
// alternative.AddUtility(97, simulatedSchoolStopsFlag);
alternative.AddUtilityTerm(104, remainingToursCount);
alternative.AddUtilityTerm(111, duration);
alternative.AddUtilityTerm(138, from7AMto9AMFlag + from7PMto9PMFlag + from9PMto11PMFlag + from11PMto7AMFlag);
alternative.AddUtilityTerm(237, oneSimulatedTripFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
}
// 3 - ESCORT STOP
if (personDay.EscortStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.Escort)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, true, choice == Global.Settings.Purposes.Escort);
alternative.Choice = Global.Settings.Purposes.Escort;
alternative.AddUtilityTerm(35, workTourFlag + schoolTourFlag);
alternative.AddUtilityTerm(49, escortTourFlag);
// alternative.AddUtility(56, personalBusinessOrMedicalTourFlag);
// alternative.AddUtility(63, shoppingTourFlag);
// alternative.AddUtility(70, mealTourFlag);
// alternative.AddUtility(77, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(84, halfTourFromOriginFlag);
alternative.AddUtilityTerm(91, simulatedEscortStops);
// alternative.AddUtility(98, simulatedEscortStopsFlag);
alternative.AddUtilityTerm(105, remainingToursCount);
alternative.AddUtilityTerm(112, duration);
alternative.AddUtilityTerm(146, from7AMto9AMFlag);
alternative.AddUtilityTerm(147, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(181, childrenFlag * adultFemaleFlag);
alternative.AddUtilityTerm(183, hov2TourFlag);
alternative.AddUtilityTerm(184, hov3TourFlag);
alternative.AddUtilityTerm(238, oneSimulatedTripFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, false, choice == Global.Settings.Purposes.Escort);
}
// 4 - PERSONAL BUSINESS STOP
if (personDay.PersonalBusinessStops > 0)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, true, choice == Global.Settings.Purposes.PersonalBusiness);
alternative.Choice = Global.Settings.Purposes.PersonalBusiness;
alternative.AddUtilityTerm(36, workTourFlag + schoolTourFlag);
alternative.AddUtilityTerm(50, escortTourFlag);
alternative.AddUtilityTerm(57, personalBusinessOrMedicalTourFlag);
alternative.AddUtilityTerm(64, shoppingTourFlag);
alternative.AddUtilityTerm(71, mealTourFlag);
alternative.AddUtilityTerm(78, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(85, halfTourFromOriginFlag);
alternative.AddUtilityTerm(92, simulatedPersonalBusinessStops);
// alternative.AddUtility(99, simulatedPersonalBusinessStopsFlag);
alternative.AddUtilityTerm(106, remainingToursCount);
alternative.AddUtilityTerm(113, duration);
alternative.AddUtilityTerm(154, from7AMto9AMFlag + from7PMto9PMFlag + from9PMto11PMFlag + from11PMto7AMFlag);
alternative.AddUtilityTerm(155, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(195, onePersonHouseholdFlag);
alternative.AddUtilityTerm(196, hov2TourFlag);
alternative.AddUtilityTerm(197, hov3TourFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, false, choice == Global.Settings.Purposes.PersonalBusiness);
}
// 5 - SHOPPING STOP
if (personDay.ShoppingStops > 0)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, true, choice == Global.Settings.Purposes.Shopping);
alternative.Choice = Global.Settings.Purposes.Shopping;
alternative.AddUtilityTerm(37, workTourFlag + schoolTourFlag);
alternative.AddUtilityTerm(51, escortTourFlag);
alternative.AddUtilityTerm(58, personalBusinessOrMedicalTourFlag);
alternative.AddUtilityTerm(65, shoppingTourFlag);
alternative.AddUtilityTerm(72, mealTourFlag);
alternative.AddUtilityTerm(79, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(86, halfTourFromOriginFlag);
alternative.AddUtilityTerm(93, simulatedShoppingStops);
// alternative.AddUtility(100, simulatedShoppingStopsFlag);
alternative.AddUtilityTerm(107, remainingToursCount);
alternative.AddUtilityTerm(114, duration);
alternative.AddUtilityTerm(162, from7AMto9AMFlag + from9PMto11PMFlag + from11PMto7AMFlag);
alternative.AddUtilityTerm(164, from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(207, childrenFlag * adultFemaleFlag);
alternative.AddUtilityTerm(209, hov2TourFlag);
alternative.AddUtilityTerm(210, hov3TourFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, false, choice == Global.Settings.Purposes.Shopping);
}
// 6 - MEAL STOP
if (personDay.MealStops > 0)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, true, choice == Global.Settings.Purposes.Meal);
alternative.Choice = Global.Settings.Purposes.Meal;
alternative.AddUtilityTerm(38, workTourFlag);
alternative.AddUtilityTerm(46, schoolTourFlag);
alternative.AddUtilityTerm(52, escortTourFlag);
alternative.AddUtilityTerm(59, personalBusinessOrMedicalTourFlag);
alternative.AddUtilityTerm(66, shoppingTourFlag);
alternative.AddUtilityTerm(73, mealTourFlag);
alternative.AddUtilityTerm(80, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(87, halfTourFromOriginFlag);
alternative.AddUtilityTerm(94, simulatedMealStops);
// alternative.AddUtility(101, simulatedMealStopsFlag);
alternative.AddUtilityTerm(108, remainingToursCount);
alternative.AddUtilityTerm(115, duration);
alternative.AddUtilityTerm(170, from7AMto9AMFlag + from11PMto7AMFlag);
alternative.AddUtilityTerm(171, from11AMto1PMFlag + from1PMto3PMFlag);
alternative.AddUtilityTerm(172, from7PMto9PMFlag);
alternative.AddUtilityTerm(221, onePersonHouseholdFlag);
alternative.AddUtilityTerm(222, hov2TourFlag);
alternative.AddUtilityTerm(223, hov3TourFlag);
alternative.AddUtilityTerm(226, partTimeWorkerFlag + retiredAdultFlag + drivingAgeStudentFlag);
alternative.AddUtilityTerm(228, nonworkingAdultFlag + childAge5Through15Flag + childUnder5Flag);
alternative.AddUtilityTerm(239, oneSimulatedTripFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, false, choice == Global.Settings.Purposes.Meal);
}
// 7 - SOCIAL (OR RECREATION) STOP
if (personDay.SocialStops > 0)
{
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, true, choice == Global.Settings.Purposes.Social);
alternative.Choice = Global.Settings.Purposes.Social;
alternative.AddUtilityTerm(39, workTourFlag + schoolTourFlag);
alternative.AddUtilityTerm(53, escortTourFlag);
alternative.AddUtilityTerm(60, personalBusinessOrMedicalTourFlag);
alternative.AddUtilityTerm(67, shoppingTourFlag);
alternative.AddUtilityTerm(74, mealTourFlag);
alternative.AddUtilityTerm(81, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(88, halfTourFromOriginFlag);
alternative.AddUtilityTerm(95, simulatedSocialStops);
// alternative.AddUtility(102, simulatedSocialStopsFlag);
alternative.AddUtilityTerm(109, remainingToursCount);
alternative.AddUtilityTerm(116, duration);
alternative.AddUtilityTerm(173, from7AMto9AMFlag + from11PMto7AMFlag);
alternative.AddUtilityTerm(174, from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(235, hov2TourFlag);
alternative.AddUtilityTerm(236, hov3TourFlag);
}
else
{
choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, false, choice == Global.Settings.Purposes.Social);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int maxPurpose, int choice = Constants.DEFAULT_VALUE)
{
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
IPersonWrapper person = personDay.Person;
IHouseholdWrapper household = householdDay.Household;
IParcelWrapper residenceParcel = household.ResidenceParcel;
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
int votALSegment = household.GetVotALSegment();
int transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
// var recreationAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Recreation][carOwnership][votALSegment][transitAccessSegment];
// var medicalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
// [Global.Settings.Purposes.Medical][carOwnership][votALSegment][transitAccessSegment];
int[] nonMandPerstype = new int[8];
int[] mandPerstype = new int[8];
//int mandatoryAdult=0;
//int mandatoryChild=0;
//int nonMandatoryWorker=0;
//int nonMandatoryNonWorker=0;
//int nonMandatoryRetired=0;
//int nonMandatoryChild=0;
int countNonMandatory = 0;
int countMandatory = 0;
double workLogsum = 0;
double schoolLogsum = 0;
//int worksAtHome=0;
int countWorkingAtHome = 0;
int workDestinationArrivalTime = 0;
int workDestinationDepartureTime = 0;
int numStopPurposes = 0;
int numTourPurposes = 0;
numTourPurposes = (personDay.CreatedEscortTours > 1).ToFlag() + (personDay.CreatedShoppingTours > 1).ToFlag() + (personDay.CreatedMealTours > 1).ToFlag() +
(personDay.CreatedPersonalBusinessTours > 1).ToFlag() + (personDay.CreatedSocialTours > 1).ToFlag() +
(personDay.CreatedRecreationTours > 1).ToFlag() + (personDay.CreatedMedicalTours > 1).ToFlag();
numStopPurposes = (personDay.SimulatedEscortStops > 1).ToFlag() + (personDay.SimulatedShoppingStops > 1).ToFlag() + (personDay.SimulatedMealStops > 1).ToFlag() +
(personDay.SimulatedPersonalBusinessStops > 1).ToFlag() + (personDay.SimulatedSocialStops > 1).ToFlag() +
(personDay.SimulatedRecreationStops > 1).ToFlag() + (personDay.SimulatedMedicalStops > 1).ToFlag();
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
workLogsum = 0;
}
else
{
workDestinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
workDestinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, workDestinationArrivalTime, workDestinationDepartureTime, household.VehiclesAvailable);
workLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
schoolLogsum = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
schoolLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//if (personDay.WorksAtHomeFlag == 1) {
// worksAtHome =1;
//}
int count = 0;
foreach (PersonDayWrapper pDay in orderedPersonDays)
{
count++;
if (count > 8)
{
break;
}
if (pDay.WorksAtHomeFlag == 1)
{
countWorkingAtHome++;
}
if (pDay.PatternType == 1)
{
countMandatory++;
}
if (pDay.PatternType == 2)
{
countNonMandatory++;
}
}
// NONE_OR_HOME
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
//alternative.AddUtilityTerm(2, (personDay.GetTotalCreatedTours()== 2).ToFlag());
//alternative.AddUtilityTerm(3, (personDay.GetTotalCreatedTours()==3).ToFlag());
alternative.AddUtilityTerm(4, (personDay.GetTotalCreatedTours() >= 4).ToFlag());
alternative.AddUtilityTerm(5, (numStopPurposes >= 1).ToFlag());
alternative.AddUtilityTerm(6, (numTourPurposes >= 2).ToFlag());
alternative.AddUtilityTerm(7, personDay.CreatedWorkTours + personDay.CreatedSchoolTours);
alternative.AddUtilityTerm(8, (personDay.JointTours));
alternative.AddUtilityTerm(9, Math.Log(1 + (workDestinationDepartureTime - workDestinationArrivalTime) / 60));
//alternative.AddUtilityTerm(10, (household.Size==1).ToFlag());
//alternative.AddNestedAlternative(11, 0, 200);
// WORK
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work);
alternative.Choice = Global.Settings.Purposes.Work;
alternative.AddUtilityTerm(198, 1);
//alternative.AddNestedAlternative(12, 1, 200);
// SCHOOL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
alternative.Choice = Global.Settings.Purposes.School;
alternative.AddUtilityTerm(199, 1);
//alternative.AddNestedAlternative(12, 1, 200);
// ESCORT
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, maxPurpose <= Global.Settings.Purposes.Escort && personDay.CreatedEscortTours > 0, choice == Global.Settings.Purposes.Escort);
alternative.Choice = Global.Settings.Purposes.Escort;
alternative.AddUtilityTerm(11, 1);
alternative.AddUtilityTerm(12, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(13, personDay.JointTours);
alternative.AddUtilityTerm(14, (personDay.EscortStops > 0).ToFlag());
alternative.AddUtilityTerm(15, (personDay.CreatedEscortTours > 1).ToFlag());
alternative.AddUtilityTerm(17, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusWorkerStudentAdultsWithChildren).ToFlag() + (
household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusAdultsOnePlusWorkersStudentsWithChildren).ToFlag());
alternative.AddUtilityTerm(20, (household.HouseholdType == Global.Settings.HouseholdTypes.OneAdultWithChildren).ToFlag());
alternative.AddUtilityTerm(25, (person.PersonType == Global.Settings.PersonTypes.PartTimeWorker).ToFlag());
alternative.AddUtilityTerm(28, (person.PersonType == Global.Settings.PersonTypes.ChildUnder5).ToFlag());
alternative.AddUtilityTerm(29, (person.PersonType == Global.Settings.PersonTypes.ChildAge5Through15).ToFlag());
alternative.AddUtilityTerm(31, (person.PersonType == Global.Settings.PersonTypes.UniversityStudent).ToFlag());
alternative.AddUtilityTerm(32, countMandatory);
// alternative.AddUtilityTerm(33, personDay.CreatedWorkTours);
//alternative.AddNestedAlternative(12, 1, 200);
// PERSONAL_BUSINESS
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, maxPurpose <= Global.Settings.Purposes.PersonalBusiness && personDay.CreatedPersonalBusinessTours > 0, choice == Global.Settings.Purposes.PersonalBusiness);
alternative.Choice = Global.Settings.Purposes.PersonalBusiness;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(43, (personDay.PersonalBusinessStops > 0).ToFlag());
alternative.AddUtilityTerm(44, personalBusinessAggregateLogsum);
alternative.AddUtilityTerm(45, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualWorkerStudent).ToFlag());
alternative.AddUtilityTerm(46, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualNonworkerNonstudent).ToFlag());
alternative.AddUtilityTerm(47, (personDay.CreatedWorkTours + personDay.CreatedSchoolTours));
// SHOPPING
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, maxPurpose <= Global.Settings.Purposes.Shopping && personDay.CreatedShoppingTours > 0, choice == Global.Settings.Purposes.Shopping);
alternative.Choice = Global.Settings.Purposes.Shopping;
alternative.AddUtilityTerm(61, 1);
alternative.AddUtilityTerm(52, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(54, (personDay.ShoppingStops > 0).ToFlag());
//alternative.AddUtilityTerm(55, Math.Log(1+person.Household.ResidenceParcel.EmploymentRetailBuffer2));
alternative.AddUtilityTerm(56, shoppingAggregateLogsum);
alternative.AddUtilityTerm(57, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
alternative.AddUtilityTerm(58, (household.HouseholdType == Global.Settings.HouseholdTypes.OnePlusWorkerStudentAdultsAndOnePlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(60, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualWorkerStudent).ToFlag());
alternative.AddUtilityTerm(69, (person.PersonType == Global.Settings.PersonTypes.UniversityStudent).ToFlag());
alternative.AddUtilityTerm(70, (household.Has100KPlusIncome).ToFlag());
// MEAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, maxPurpose <= Global.Settings.Purposes.Meal && personDay.CreatedMealTours > 0, choice == Global.Settings.Purposes.Meal);
alternative.Choice = Global.Settings.Purposes.Meal;
alternative.AddUtilityTerm(71, 1);
alternative.AddUtilityTerm(72, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(74, mealAggregateLogsum);
alternative.AddUtilityTerm(80, (household.HouseholdType == Global.Settings.HouseholdTypes.IndividualWorkerStudent).ToFlag());
alternative.AddUtilityTerm(82, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(85, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
// SOCIAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, maxPurpose <= Global.Settings.Purposes.Social && personDay.CreatedSocialTours > 0, choice == Global.Settings.Purposes.Social);
alternative.Choice = Global.Settings.Purposes.Social;
alternative.AddUtilityTerm(111, 1);
alternative.AddUtilityTerm(112, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(113, household.HouseholdTotals.ChildrenUnder16);
//alternative.AddUtilityTerm(114, socialAggregateLogsum);
alternative.AddUtilityTerm(115, Math.Log(1 + person.Household.ResidenceParcel.HouseholdsBuffer2));
alternative.AddUtilityTerm(122, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(123, (person.PersonType == Global.Settings.PersonTypes.PartTimeWorker).ToFlag());
alternative.AddUtilityTerm(126, (person.PersonType == Global.Settings.PersonTypes.ChildUnder5).ToFlag());
alternative.AddUtilityTerm(127, (person.PersonType == Global.Settings.PersonTypes.ChildAge5Through15).ToFlag());
alternative.AddUtilityTerm(130, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
// RECREATION
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, maxPurpose <= Global.Settings.Purposes.Recreation && personDay.CreatedRecreationTours > 0, choice == Global.Settings.Purposes.Recreation);
alternative.Choice = Global.Settings.Purposes.Recreation;
alternative.AddUtilityTerm(111, 1);
alternative.AddUtilityTerm(112, (personDay.PatternType == 2).ToFlag());
alternative.AddUtilityTerm(113, household.HouseholdTotals.ChildrenUnder16);
//alternative.AddUtilityTerm(114, totalAggregateLogsum);
alternative.AddUtilityTerm(115, Math.Log(1 + person.Household.ResidenceParcel.HouseholdsBuffer2));
alternative.AddUtilityTerm(122, (household.HouseholdType == Global.Settings.HouseholdTypes.TwoPlusNonworkerNonstudentAdultsWithoutChildren).ToFlag());
alternative.AddUtilityTerm(123, (person.PersonType == Global.Settings.PersonTypes.PartTimeWorker).ToFlag());
alternative.AddUtilityTerm(126, (person.PersonType == Global.Settings.PersonTypes.ChildUnder5).ToFlag());
alternative.AddUtilityTerm(127, (person.PersonType == Global.Settings.PersonTypes.ChildAge5Through15).ToFlag());
alternative.AddUtilityTerm(128, (household.Has100KPlusIncome).ToFlag());
// MEDICAL
alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, maxPurpose <= Global.Settings.Purposes.Medical && personDay.CreatedMedicalTours > 0, choice == Global.Settings.Purposes.Medical);
alternative.Choice = Global.Settings.Purposes.Medical;
alternative.AddUtilityTerm(131, 1);
alternative.AddUtilityTerm(132, Math.Log(1 + household.ResidenceParcel.EmploymentMedicalBuffer2));
alternative.AddUtilityTerm(133, (person.PersonType == Global.Settings.PersonTypes.RetiredAdult).ToFlag());
//alternative.AddNestedAlternative(11, 1, 60);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, DayPattern choice = null)
{
IHouseholdWrapper household = personDay.Household;
IParcelWrapper residenceParcel = household.ResidenceParcel;
IPersonWrapper person = personDay.Person;
int carsPerDriver = household.GetCarsPerDriver();
double mixedDensity = residenceParcel.MixedUse3Index2();
double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();
double[] purposeLogsums = new double[Global.Settings.Purposes.TotalPurposes];
double[] atUsualLogsums = new double[3];
int carOwnership = person.GetCarOwnershipSegment();
int votSegment = person.Household.GetVotALSegment();
int transitAccess = residenceParcel.TransitAccessSegment();
if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.Work] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsums[Global.Settings.Purposes.Work] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
atUsualLogsums[Global.Settings.Purposes.Work] = Global.AggregateLogsums[person.UsualWorkParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualWorkParcel.TransitAccessSegment()];
}
if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
{
purposeLogsums[Global.Settings.Purposes.School] = 0;
}
else
{
int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
purposeLogsums[Global.Settings.Purposes.School] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
atUsualLogsums[Global.Settings.Purposes.School] = Global.AggregateLogsums[person.UsualSchoolParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualSchoolParcel.TransitAccessSegment()];
}
double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Escort] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Escort][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.PersonalBusiness] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.PersonalBusiness][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Shopping] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Shopping][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Meal] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Meal][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Social] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Social][carOwnership][votSegment][transitAccess];
purposeLogsums[Global.Settings.Purposes.Recreation] = compositeLogsum;
purposeLogsums[Global.Settings.Purposes.Medical] = compositeLogsum;
for (int xPurpose = Global.Settings.Purposes.Work; xPurpose <= Global.Settings.Purposes.Social + 10; xPurpose++)
{
// extra components 1-5 are for 2,3,4,5,6 tour purposes
// extra components 6-10 are for 2,3,4,5,6 stop puroposes
// recode purpose to match coefficients
int purpose = xPurpose <= Global.Settings.Purposes.Social ? xPurpose :
xPurpose <= Global.Settings.Purposes.Social + 5 ?
Global.Settings.Purposes.Social + 1 : Global.Settings.Purposes.Social + 2;
// get correct multiplier on coefficients.
double xMultiplier = xPurpose <= Global.Settings.Purposes.Social ? 1.0 :
xPurpose <= Global.Settings.Purposes.Social + 5 ?
Math.Log(xPurpose - Global.Settings.Purposes.Social + 1) : Math.Log(xPurpose - Global.Settings.Purposes.Social - 5 + 1);
choiceProbabilityCalculator.CreateUtilityComponent(xPurpose);
ChoiceProbabilityCalculator.Component component = choiceProbabilityCalculator.GetUtilityComponent(xPurpose);
component.AddUtilityTerm(100 * purpose + 51, xMultiplier * person.IsFulltimeWorker.ToFlag());
component.AddUtilityTerm(100 * purpose + 2, xMultiplier * person.IsPartTimeWorker.ToFlag());
component.AddUtilityTerm(100 * purpose + 3, xMultiplier * person.IsRetiredAdult.ToFlag());
component.AddUtilityTerm(100 * purpose + 4, xMultiplier * person.IsNonworkingAdult.ToFlag());
component.AddUtilityTerm(100 * purpose + 5, xMultiplier * person.IsUniversityStudent.ToFlag());
component.AddUtilityTerm(100 * purpose + 6, xMultiplier * person.IsDrivingAgeStudent.ToFlag());
component.AddUtilityTerm(100 * purpose + 7, xMultiplier * person.IsChildAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 8, xMultiplier * person.IsChildUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 9, xMultiplier * household.Has0To25KIncome.ToFlag());
component.AddUtilityTerm(100 * purpose + 10, xMultiplier * household.Has25To45KIncome.ToFlag());
component.AddUtilityTerm(100 * purpose + 11, xMultiplier * household.Has75KPlusIncome.ToFlag());
component.AddUtilityTerm(100 * purpose + 12, xMultiplier * carsPerDriver);
component.AddUtilityTerm(100 * purpose + 13, xMultiplier * person.IsOnlyAdult().ToFlag());
component.AddUtilityTerm(100 * purpose + 14, xMultiplier * person.IsOnlyFullOrPartTimeWorker().ToFlag());
component.AddUtilityTerm(100 * purpose + 15, xMultiplier * 0);
component.AddUtilityTerm(100 * purpose + 16, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
component.AddUtilityTerm(100 * purpose + 17, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 18, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 19, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
component.AddUtilityTerm(100 * purpose + 20, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
component.AddUtilityTerm(100 * purpose + 21, xMultiplier * person.AgeIsBetween18And25.ToFlag());
component.AddUtilityTerm(100 * purpose + 22, xMultiplier * person.AgeIsBetween26And35.ToFlag());
component.AddUtilityTerm(100 * purpose + 23, xMultiplier * person.AgeIsBetween51And65.ToFlag());
component.AddUtilityTerm(100 * purpose + 24, xMultiplier * person.WorksAtHome().ToFlag());
component.AddUtilityTerm(100 * purpose + 25, xMultiplier * mixedDensity);
component.AddUtilityTerm(100 * purpose + 26, xMultiplier * intersectionDensity);
component.AddUtilityTerm(100 * purpose + 27, xMultiplier * purposeLogsums[purpose]);
component.AddUtilityTerm(100 * purpose + 28, xMultiplier * person.TransitPassOwnership);
}
// tour utility
int tourComponentIndex = Global.Settings.Purposes.Social + 11;
choiceProbabilityCalculator.CreateUtilityComponent(tourComponentIndex);
ChoiceProbabilityCalculator.Component tourComponent = choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex);
tourComponent.AddUtilityTerm(1401, carsPerDriver);
tourComponent.AddUtilityTerm(1402, person.WorksAtHome().ToFlag());
tourComponent.AddUtilityTerm(1403, mixedDensity);
tourComponent.AddUtilityTerm(1404, mixedDensity * person.IsChildAge5Through15.ToFlag());
tourComponent.AddUtilityTerm(1405, compositeLogsum);
tourComponent.AddUtilityTerm(1406, person.TransitPassOwnership);
// stop utility
int stopComponentIndex = Global.Settings.Purposes.Social + 12;
choiceProbabilityCalculator.CreateUtilityComponent(stopComponentIndex);
ChoiceProbabilityCalculator.Component stopComponent = choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex);
stopComponent.AddUtilityTerm(1411, carsPerDriver);
stopComponent.AddUtilityTerm(1412, person.WorksAtHome().ToFlag());
stopComponent.AddUtilityTerm(1413, mixedDensity);
stopComponent.AddUtilityTerm(1414, mixedDensity * person.IsChildAge5Through15.ToFlag());
stopComponent.AddUtilityTerm(1415, compositeLogsum);
stopComponent.AddUtilityTerm(1416, person.TransitPassOwnership);
for (int alternativeIndex = 0; alternativeIndex < TOTAL_ALTERNATIVES; alternativeIndex++)
{
DayPattern dayPattern = _dayPatterns[alternativeIndex];
bool available =
// work tours and stops only available for workers
(person.IsWorker || (dayPattern.WorkTours <= 0 && dayPattern.WorkStops <= 0)) &&
// school tours and stops only available for students with usual school parcel not at home
((person.IsStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcel != person.Household.ResidenceParcel) || (dayPattern.SchoolTours <= 0 && dayPattern.SchoolStops <= 0)) &&
// school stops not available if usual school parcel is same as usual work parcel
((person.IsStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcel != person.UsualWorkParcel) || (dayPattern.SchoolStops <= 0));
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alternativeIndex, available, choice != null && choice.Equals(dayPattern));
if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
{
continue;
}
alternative.Choice = dayPattern;
// components for the purposes
for (int purpose = Global.Settings.Purposes.Work; purpose <= Global.Settings.Purposes.Social; purpose++)
{
if (dayPattern.Tours[purpose] > 0 || dayPattern.Stops[purpose] > 0)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(purpose));
if (dayPattern.Tours[purpose] > 0)
{
alternative.AddUtilityTerm(100 * purpose, 1); // tour purpose ASC
alternative.AddUtilityTerm(100 * purpose + 29, purposeLogsums[purpose]); // tour purpose logsum
alternative.AddUtilityTerm(100 * purpose + 30, person.PaidParkingAtWorkplace); // only use for work purpose
}
if (dayPattern.Stops[purpose] > 0)
{
alternative.AddUtilityTerm(100 * purpose + 1, 1); // stop purpose ASC
alternative.AddUtilityTerm(100 * purpose + 31, purposeLogsums[purpose]); // stop purpose logsum
}
if (Global.Configuration.IsInEstimationMode)
{
alternative.AddUtilityTerm(100 * purpose + 32, 1 - person.PaperDiary);
alternative.AddUtilityTerm(100 * purpose + 33, person.ProxyResponse);
}
}
}
// multiple tour purposes component
if (dayPattern.TotalTours > 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + (dayPattern.TotalTours - 1)));
}
// multiple stop purposes component
if (dayPattern.TotalStops > 1)
{
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + 5 + (dayPattern.TotalStops - 1)));
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social; tourPurpose++)
{
for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 1; stopPurpose++)
{
if (tourPurpose > Global.Settings.Purposes.School && stopPurpose <= Global.Settings.Purposes.School)
{
continue;
}
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Stops[stopPurpose] > 0)
{
alternative.AddUtilityTerm(1000 + 10 * tourPurpose + stopPurpose, 1); // tour-stop comb. utility
}
}
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.School; tourPurpose++)
{
if (dayPattern.Tours[tourPurpose] == 1 && dayPattern.TotalStops >= 1)
{
alternative.AddUtilityTerm(1000 + 10 * tourPurpose, purposeLogsums[tourPurpose]); // usual location logsum x presence of stops in work or school pattern
alternative.AddUtilityTerm(1000 + 10 * tourPurpose + 8, compositeLogsum); // home aggregate logsum x presence of stops in work or school pattern
alternative.AddUtilityTerm(1000 + 10 * tourPurpose + 9, atUsualLogsums[tourPurpose]); // at usual location aggregate logsum x presence of stops in work or school pattern
}
}
for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social - 2; tourPurpose++)
{
for (int tourPurpose2 = tourPurpose + 1; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++)
{
if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0)
{
alternative.AddUtilityTerm(1100 + 10 * tourPurpose + tourPurpose2, 1); // tour-tour comb. utility
}
}
}
for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 2; stopPurpose++)
{
for (int stopPurpose2 = stopPurpose + 1; stopPurpose2 <= Global.Settings.Purposes.Social; stopPurpose2++)
{
if (dayPattern.Stops[stopPurpose] > 0 && dayPattern.Stops[stopPurpose2] > 0)
{
alternative.AddUtilityTerm(1200 + 10 * stopPurpose + stopPurpose2, 1); // stop-stop comb. utility
}
}
}
if (dayPattern.TotalTours > 0 && dayPattern.TotalStops > 0)
{
int totalStops = dayPattern.TotalStops;
if (totalStops > 3)
{
totalStops = 3;
}
alternative.AddUtilityTerm(1300 + 10 * dayPattern.TotalTours + totalStops, 1); // nttour-ntstop utility
}
if (dayPattern.TotalTours - dayPattern.Tours[Global.Settings.Purposes.Work] - dayPattern.Tours[Global.Settings.Purposes.School] > 0)
{
// tour utility
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex));
}
if (dayPattern.TotalStops - dayPattern.Stops[Global.Settings.Purposes.Work] - dayPattern.Stops[Global.Settings.Purposes.School] > 0)
{
// stop utility
alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex));
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, 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(123, (tour.OriginParcel.DistanceToFerry > 0 && tour.OriginParcel.DistanceToFerry <= 0.5).ToFlag());
alternative.AddUtilityTerm(124, (destinationParcel.DistanceToFerry > 0 && destinationParcel.DistanceToFerry <= 0.5).ToFlag());
//alternative.AddUtilityTerm(125, 0.001 * originParcel.NetIntersectionDensity1()
// + 0.0001 * originParcel.HouseholdDensity1()
// + 1.0 * originParcel.MixedUse4Index1());
//alternative.AddUtilityTerm(126, 1.0 * destinationParcel.MixedUse4Index1()
// + 0.00001 * destinationParcel.TotalEmploymentDensity1()
// + 0.001 * destinationParcel.NetIntersectionDensity1());
// 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 tour, IHouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
{
timesStartedRunModel++;
//Console.WriteLine("Started {0} Finished {1}", timesStarted,timesStartedRunModel);
IHouseholdWrapper household = tour.Household;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = tour.PersonDay;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
IParcelWrapper originParcel = tour.OriginParcel;
int childUnder16Flag = (person.Age < 16).ToFlag();
int noCarsInHouseholdFlag = (household.VehiclesAvailable == 0).ToFlag();
int fewerCarsThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
int lowIncomeFlag = (household.Income >= 0 && household.Income <= 40000).ToFlag();
int highIncomeFlag = (household.Income >= 80000).ToFlag();
int missingIncomeFlag = (household.Income < 0).ToFlag();
int originTransitBand1 = (originParcel.GetDistanceToTransit() >= 0 && originParcel.GetDistanceToTransit() <= 0.25).ToFlag();
int originTransitBand3 = (originParcel.GetDistanceToTransit() > 0.5).ToFlag();
TimeWindow timeWindow = new TimeWindow();
if (tour.JointTourSequence > 0)
{
foreach (IPersonDayWrapper 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;
bool householdHasChildren = household.HasChildren;
bool householdHasNoChildren = householdHasChildren ? false : true;
int fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
int tourCategory = tour.GetTourCategory();
int secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
int workOrSchoolPatternFlag = personDay.GetIsWorkOrSchoolPattern().ToFlag();
int otherPatternFlag = personDay.GetIsOtherPattern().ToFlag();
int jointTourFlag = (tour.JointTourSequence > 0).ToFlag();
ChoiceModelUtility.DrawRandomTourTimePeriodsActum(tour, tourCategory);
int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel);
TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);
// get destination sample and perform code that used to be in SetUtilities below
Dictionary <DestinationSampler.TourSampleItem, int> sampleItems = destinationSampler.SampleAndReturnTourDestinations(tourDestinationUtilities);
int observedMode = 0;
if (tour.Mode == Global.Settings.Modes.Bike || tour.Mode == Global.Settings.Modes.Walk)
{
observedMode = 0;
}
else if (tour.Mode == Global.Settings.Modes.Sov)
{
observedMode = 1;
}
else if (tour.Mode == Global.Settings.Modes.Hov2 || tour.Mode == Global.Settings.Modes.Hov3)
{
observedMode = 2;
}
else if (tour.Mode == Global.Settings.Modes.Transit)
{
observedMode = 3;
}
int purpose = tour.DestinationPurpose;
if (tour.ParentTour != null)
{
purpose = 0;
}
int prefix = 0;
int index = 0;
int destindex = 0;
int indChosen = -1;
foreach (KeyValuePair <DestinationSampler.TourSampleItem, int> sampleItem in sampleItems)
{
bool parcelAvailable = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];
destindex++;
if (isChosen)
{
indChosen = destindex;
}
if (!parcelAvailable)
{
continue;
}
int destinationTransitBand1 = (destinationParcel.GetDistanceToTransit() >= 0 && destinationParcel.GetDistanceToTransit() <= 0.25).ToFlag();
int destinationTransitBand3 = (destinationParcel.GetDistanceToTransit() > 0.5).ToFlag();
// var destinationSubzone = _zoneSubzones[destinationParcel.ZoneId][destinationTransitBand3];
IEnumerable <IPathTypeModel> pathTypeModels =
PathTypeModelFactory.Singleton.Run(
tour.Household.RandomUtility,
originParcel.ZoneId,
destinationParcel.ZoneId,
tour.DestinationArrivalTime,
tour.DestinationDepartureTime,
tour.DestinationPurpose,
tour.CostCoefficient,
tour.TimeCoefficient,
tour.Person.IsDrivingAge,
tour.Household.VehiclesAvailable,
tour.Person.TransitPassOwnership,
(tour.Household.OwnsAutomatedVehicles > 0),
tour.Person.GetTransitFareDiscountFraction(),
false,
Global.Settings.Modes.Walk, Global.Settings.Modes.Sov, Global.Settings.Modes.Hov2, Global.Settings.Modes.Transit);
for (int modeIndex = 0; modeIndex <= 3; modeIndex++)
{
IPathTypeModel pathTypeModel = modeIndex == 0 ? pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Walk)
: modeIndex == 1 ? pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Sov)
: modeIndex == 2 ? pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov2)
: pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Transit);
bool modeAvailable = pathTypeModel.Available;
bool chosen = modeIndex == observedMode && destinationParcel == tour.DestinationParcel;
//if (chosen) Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} Mode {2} Available {3}",timesStartedRunModel,destinationParcel.Id,observedMode,modeAvailable);
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(index++, modeAvailable, chosen);
alternative.Choice = destinationParcel;
if (!modeAvailable)
{
continue;
}
alternative.AddUtilityTerm(1, tour.Id);
alternative.AddUtilityTerm(9, purpose);
if (modeIndex == 0)
{
// WALK
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 4, destinationParcel.NetIntersectionDensity2());
alternative.AddUtilityTerm(prefix + 5, destinationParcel.MixedUse4Index2());
}
else if (modeIndex == 1)
{
// SOV
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 11, 1.0);
alternative.AddUtilityTerm(prefix + 12, destinationParcel.ParkingOffStreetPaidHourlyPriceBuffer2);
alternative.AddUtilityTerm(prefix + 14, fewerCarsThanDriversFlag);
alternative.AddUtilityTerm(prefix + 15, lowIncomeFlag);
alternative.AddUtilityTerm(prefix + 16, highIncomeFlag);
alternative.AddUtilityTerm(prefix + 17, missingIncomeFlag);
}
else if (modeIndex == 2)
{
// HOV
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 21, 1.0);
alternative.AddUtilityTerm(prefix + 22, childUnder16Flag);
alternative.AddUtilityTerm(prefix + 23, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(prefix + 24, fewerCarsThanDriversFlag);
alternative.AddUtilityTerm(prefix + 25, lowIncomeFlag);
alternative.AddUtilityTerm(prefix + 26, highIncomeFlag);
alternative.AddUtilityTerm(prefix + 27, missingIncomeFlag);
}
else
{
// TRANSIT
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 31, 1.0);
alternative.AddUtilityTerm(prefix + 32, childUnder16Flag);
alternative.AddUtilityTerm(prefix + 33, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(prefix + 34, fewerCarsThanDriversFlag);
alternative.AddUtilityTerm(prefix + 35, lowIncomeFlag);
alternative.AddUtilityTerm(prefix + 36, highIncomeFlag);
alternative.AddUtilityTerm(prefix + 37, missingIncomeFlag);
alternative.AddUtilityTerm(prefix + 38, originTransitBand1);
alternative.AddUtilityTerm(prefix + 39, originTransitBand3);
//alternative.AddUtilityTerm(prefix + 40, destinationTransitBand3);
}
alternative.AddUtilityTerm(2, adjustmentFactor);
// Size terms
alternative.AddUtilityTerm(prefix + 50, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(prefix + 51, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(prefix + 52, destinationParcel.EmploymentGovernment);
//alternative.AddUtilityTerm(prefix + 53, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(prefix + 54, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(prefix + 55, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(prefix + 56, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(prefix + 57, destinationParcel.EmploymentFood);
//alternative.AddUtilityTerm(prefix + 58, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(prefix + 59, destinationParcel.Households);
//alternative.AddUtilityTerm(prefix + 60, destinationParcel.StudentsK8 + destinationParcel.StudentsHighSchool);
//alternative.AddUtilityTerm(prefix + 61, destinationParcel.StudentsUniversity);
}
}
//Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} is sample item {2} of {3}",timesStartedRunModel,tour.DestinationParcelId,indChosen,sampleItems.Count);
}
public PersonWrapper(IPerson person, IHouseholdWrapper householdWrapper) : base(person, householdWrapper)
{
_person = (IActumPerson)person;
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = personDay.Household;
IPersonWrapper person = personDay.Person;
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
int countMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 1 select personDayHH.PatternType).Count();
int countNonMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 select personDayHH.PatternType).Count();
int countAtHome = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 3 select personDayHH.PatternType).Count();
int carOwnership =
household.VehiclesAvailable == 0
? Global.Settings.CarOwnerships.NoCars
: household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
? Global.Settings.CarOwnerships.LtOneCarPerAdult
: Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;
int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
double workTourLogsum = 0;
double schoolPclUniStu = 0;
double schoolPclStudents = 0;
int noUsualWorkZone = 1;
if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
{
if (personDay.Person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && personDay.Person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE)
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, (int)personDay.Person.UsualArrivalPeriodToWork, (int)personDay.Person.UsualDeparturePeriodFromWork, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
else
{
ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
noUsualWorkZone = 0;
}
if (personDay.Person.UsualSchoolParcelId != 0 && personDay.Person.UsualSchoolParcelId != -1 && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
{
schoolPclUniStu = Math.Log(1 + (personDay.Person.UsualSchoolParcel.StudentsUniversityBuffer2)) / 10;
ChoiceProbabilityCalculator.Alternative schoolNestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.TwoPM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers);
schoolPclStudents = Math.Log(1 + (personDay.Person.UsualSchoolParcel.GetStudentsK12())) / 10;
}
// No mandatory stops
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
alternative.Choice = 0;
// Work stop(s)
alternative = choiceProbabilityCalculator.GetAlternative(1, personDay.Person.IsWorker, choice == 1);
alternative.Choice = 1;
alternative.AddUtilityTerm(21, 1);
alternative.AddUtilityTerm(22, (personDay.WorkTours + personDay.SchoolTours > 1).ToFlag());
alternative.AddUtilityTerm(24, workTourLogsum);
alternative.AddUtilityTerm(26, household.Has0To25KIncome.ToFlag());
alternative.AddUtilityTerm(27, (person.Age < 30).ToFlag());
alternative.AddUtilityTerm(29, noUsualWorkZone);
alternative.AddUtilityTerm(30, countMandatory);
alternative.AddUtilityTerm(31, countAtHome);
alternative.AddUtilityTerm(33, person.IsPartTimeWorker.ToFlag());
alternative.AddUtilityTerm(34, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(35, household.Has100KPlusIncome.ToFlag());
// School stop(s)
alternative = choiceProbabilityCalculator.GetAlternative(2, personDay.Person.IsStudent, choice == 2);
alternative.Choice = 2;
alternative.AddUtilityTerm(41, 1);
alternative.AddUtilityTerm(42, (personDay.SchoolTours == 0).ToFlag());
alternative.AddUtilityTerm(45, person.IsChildUnder5.ToFlag());
alternative.AddUtilityTerm(46, person.IsUniversityStudent.ToFlag());
alternative.AddUtilityTerm(49, (household.HouseholdTotals.AllWorkers >= 2).ToFlag());
alternative.AddUtilityTerm(50, carCompetitionFlag + noCarsFlag);
alternative.AddUtilityTerm(53, (household.HouseholdTotals.ChildrenUnder16 > 2).ToFlag());
alternative.AddUtilityTerm(54, schoolPclStudents);
alternative.AddUtilityTerm(55, schoolPclUniStu);
alternative.AddUtilityTerm(56, (person.Age > 25).ToFlag());
alternative.AddUtilityTerm(59, personDay.Person.Household.ResidenceParcel.C34RatioBuffer1());
// Work and school stops
alternative = choiceProbabilityCalculator.GetAlternative(3, (personDay.Person.IsWorker && personDay.Person.IsStudent), choice == 3);
alternative.Choice = 3;
alternative.AddUtilityTerm(61, 1);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = tour.Household;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = tour.PersonDay;
// household inputs
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
int childrenUnder5 = householdTotals.ChildrenUnder5;
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
int nonworkingAdults = householdTotals.NonworkingAdults;
int retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(household.VehiclesAvailable);
// person inputs
int maleFlag = person.IsMale.ToFlag();
int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
int univStudentFlag = person.IsUniversityStudent.ToFlag();
// tour inputs
int shoppingTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Shopping).ToFlag();
int mealTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Meal).ToFlag();
int socialOrRecreationTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Social).ToFlag();
// remaining inputs
IParcelWrapper originParcel = tour.OriginParcel;
int parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
double destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage, true);
//foreach (var pathTypeModel in pathTypeModels) {
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
IPathTypeModel ipathTypeModel = pathTypeModel;
int mode = pathTypeModel.Mode;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide || Global.Configuration.IncludeParkAndRideInOtherHomeBasedTourModeModel) &&
(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) ?
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(128, destinationParcel.TotalEmploymentDensity1());
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(120, shoppingTourFlag);
alternative.AddUtilityTerm(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));
alternative.AddUtilityTerm(180, univStudentFlag);
}
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(36, noCarsInHouseholdFlag); // for calibration of hov3 vs hov2
alternative.AddUtilityTerm(37, carsLessThanWorkersFlag); // for calibration of hov3 vs hov2
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)
{
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(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(67, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(68, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(160, socialOrRecreationTourFlag);
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(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(77, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(78, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(171, mealTourFlag);
alternative.AddUtilityTerm(172, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.HouseholdDensity1());
alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(174, 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, tour.Person.AgeIsBetween26And35.ToFlag());
//alternative.AddUtilityTerm(82, tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(81, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(82, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(83, (tour.Person.Age >= 65).ToFlag());
alternative.AddUtilityTerm(84, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(85, destinationParcel.HouseholdsBuffer2 + destinationParcel.StudentsUniversityBuffer2 + destinationParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, income0To25KFlag);
alternative.AddUtilityTerm(87, incomeOver100Flag);
alternative.AddUtilityTerm(88, mealTourFlag);
alternative.AddUtilityTerm(89, shoppingTourFlag);
}
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);
}
}
