private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITripWrapper trip, IEnumerable <dynamic> pathTypeModels, IParcelWrapper originParcel, IParcelWrapper destinationParcel, int departureTime, int choice = Constants.DEFAULT_VALUE)
{
var household = trip.Household;
var householdTotals = household.HouseholdTotals;
var person = trip.Person;
var tour = trip.Tour;
var halfTour = trip.HalfTour;
// household inputs
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To45KFlag = household.Has25To45KIncome.ToFlag();
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
var nonworkingAdults = householdTotals.NonworkingAdults;
var retiredAdults = householdTotals.RetiredAdults;
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
// person inputs
var drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
var maleFlag = person.IsMale.ToFlag();
var ageLessThan35Flag = person.AgeIsLessThan35.ToFlag();
// tour inputs
var parkAndRideTourFlag = tour.IsParkAndRideMode().ToFlag();
var transitTourFlag = tour.IsTransitMode().ToFlag();
var schoolBusTourFlag = tour.IsSchoolBusMode().ToFlag();
var hov3TourFlag = tour.IsHov3Mode().ToFlag();
var hov2TourFlag = tour.IsHov2Mode().ToFlag();
var sovTourFlag = tour.IsSovMode().ToFlag();
var bikeTourFlag = tour.IsBikeMode().ToFlag();
var walkTourFlag = tour.IsWalkMode().ToFlag();
var homeBasedWorkTourFlag = (tour.IsHomeBasedTour && tour.IsWorkPurpose()).ToFlag();
var homeBasedSchoolTourFlag = (tour.IsHomeBasedTour && tour.IsSchoolPurpose()).ToFlag();
var homeBasedEscortTourFlag = (tour.IsHomeBasedTour && tour.IsEscortPurpose()).ToFlag();
var homeBasedShoppingTourFlag = (tour.IsHomeBasedTour && tour.IsShoppingPurpose()).ToFlag();
var homeBasedMealTourFlag = (tour.IsHomeBasedTour && tour.IsMealPurpose()).ToFlag();
var homeBasedSocialTourFlag = (tour.IsHomeBasedTour && tour.IsSocialPurpose()).ToFlag();
var 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
var originHomeEscortFlag = (trip.IsNoneOrHomePurposeByOrigin() && trip.IsEscortPurposeByDestination()).ToFlag();
var originWorkEscortFlag = (trip.IsWorkPurposeByOrigin() && trip.IsEscortPurposeByDestination()).ToFlag();
var destinationHomeEscortFlag = (trip.IsNoneOrHomePurposeByDestination() && trip.IsEscortPurposeByOrigin()).ToFlag();
var destinationWorkEscortFlag = (trip.IsWorkPurposeByDestination() && trip.IsEscortPurposeByOrigin()).ToFlag();
// only trip on first half-tour
var onlyTripOnFirstHalfFlag = (trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin).ToFlag();
// first trip on first half-tour, not only one
var firstTripOnFirstHalfFlag = (trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && !trip.IsToTourOrigin).ToFlag();
// last trip first half-tour, not only one
var lastTripOnFirstHalfFlag = (trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin).ToFlag();
// only trip on second half-tour
var onlyTripOnSecondHalfFlag = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin).ToFlag();
// first trip on second half-tour, not only one
var firstTripOnSecondHalfFlag = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && !trip.IsToTourOrigin).ToFlag();
// last trip second half-tour, not only one
var lastTripOnSecondHalfFlag = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin).ToFlag();
// remaining inputs
var originMixedDensity = originParcel.MixedUse4Index1();
var originIntersectionDensity = originParcel.NetIntersectionDensity1();
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(2);
var amPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.SixAM, Global.Settings.Times.TenAM).ToFlag();
var middayPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.TenAM, Global.Settings.Times.ThreePM).ToFlag();
var pmPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.ThreePM, Global.Settings.Times.SevenPM).ToFlag();
var eveningPeriodFlag = (departureTime > Global.Settings.Times.SevenPM).ToFlag();
// availability
var tripModeAvailable = new bool[Global.Settings.Modes.TotalModes];
var isLastTripInTour = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin) || (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin);
var 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
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)
{
tripModeAvailable[tour.Mode] = true;
}
else
{
// set availability based on tour mode
for (var mode = Global.Settings.Modes.Walk; mode <= tour.Mode; mode++)
{
tripModeAvailable[mode] = true;
}
}
// school bus is a special case - use HOV3 impedance and only available for school bus tours
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
var modeExtra = Global.Settings.Modes.SchoolBus;
var availableExtra = pathTypeExtra.Available && tour.IsSchoolBusMode() && tripModeAvailable[modeExtra];
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
// case Global.Settings.Modes.SchoolBus:
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
alternative.AddUtilityTerm(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 (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Available && tripModeAvailable[mode];
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * tour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(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));
}
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(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(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);
}
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(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);
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <dynamic> pathTypeModels, IParcelWrapper destinationParcel, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var householdTotals = household.HouseholdTotals;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var childrenUnder5 = householdTotals.ChildrenUnder5;
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
var nonworkingAdults = householdTotals.NonworkingAdults;
var retiredAdults = householdTotals.RetiredAdults;
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(household.VehiclesAvailable);
// person inputs
var maleFlag = person.IsMale.ToFlag();
var ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
// tour inputs
var shoppingTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Shopping).ToFlag();
var mealTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Meal).ToFlag();
var socialOrRecreationTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Social).ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage, true);
//foreach (var pathTypeModel in pathTypeModels) {
foreach (dynamic pathTypeModel in pathTypeModels)
{
IPathTypeModel ipathTypeModel = pathTypeModel;
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide && pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * tour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(120, shoppingTourFlag);
// alternative.AddUtility(121, mealTourFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(43, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
alternative.AddUtilityTerm(136, shoppingTourFlag);
alternative.AddUtilityTerm(137, mealTourFlag);
alternative.AddUtilityTerm(138, socialOrRecreationTourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)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(160, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(171, mealTourFlag);
alternative.AddUtilityTerm(172, socialOrRecreationTourFlag);
// alternative.AddUtility(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.HouseholdDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
// alternative.AddUtility(174, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, 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, 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, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var householdTotals = household.HouseholdTotals;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var childrenUnder5 = householdTotals.ChildrenUnder5;
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
var nonworkingAdults = householdTotals.NonworkingAdults;
var retiredAdults = householdTotals.RetiredAdults;
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(household.VehiclesAvailable);
// person inputs
var maleFlag = person.IsMale.ToFlag();
var ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
var univStudentFlag = person.IsUniversityStudent.ToFlag();
// tour inputs
var shoppingTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Shopping).ToFlag();
var mealTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Meal).ToFlag();
var socialOrRecreationTourFlag = (tour.DestinationPurpose == Global.Settings.Purposes.Social).ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage, true);
// paidRideShare is another special case - set in config file - use HOV2 impedance
if (Global.Configuration.PaidRideShareModeIsAvailable)
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.PaidRideShare);
var modeExtra = Global.Settings.Modes.PaidRideShare;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var distanceExtra = pathTypeExtra.PathDistance;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra - 2, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
var extraCostPerMile = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_ExtraCostPerDistanceUnit : Global.Configuration.PaidRideShare_ExtraCostPerDistanceUnit;
var fixedCostPerRide = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_FixedCostPerRide : Global.Configuration.PaidRideShare_FixedCostPerRide;
var autoTimeCoefficient = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * autoTimeCoefficient);
alternative.AddUtilityTerm(2, distanceExtra * extraCostPerMile * tour.CostCoefficient);
alternative.AddUtilityTerm(2, fixedCostPerRide * tour.CostCoefficient);
var modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag());
}
}
//foreach (var pathTypeModel in pathTypeModels) {
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
IPathTypeModel ipathTypeModel = pathTypeModel;
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide && pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
var modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(120, shoppingTourFlag);
// alternative.AddUtility(121, mealTourFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
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, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(43, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
alternative.AddUtilityTerm(136, shoppingTourFlag);
alternative.AddUtilityTerm(137, mealTourFlag);
alternative.AddUtilityTerm(138, socialOrRecreationTourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)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(160, socialOrRecreationTourFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(171, mealTourFlag);
alternative.AddUtilityTerm(172, socialOrRecreationTourFlag);
// alternative.AddUtility(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.HouseholdDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
// alternative.AddUtility(174, originParcel.MixedUse4Index1());
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}
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);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var householdTotals = household.HouseholdTotals;
var personDay = tour.PersonDay;
var person = tour.Person;
// household inputs
var childrenUnder5 = householdTotals.ChildrenUnder5;
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
// var nonworkingAdults = householdTotals.NonworkingAdults;
// var retiredAdults = householdTotals.RetiredAdults;
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income75kPlusFlag = household.Has75KPlusIncome.ToFlag();
// person inputs
var maleFlag = person.IsMale.ToFlag();
var ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
var univStudentFlag = person.IsUniversityStudent.ToFlag();
var originParcel = tour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
// parking at work is free if no paid parking at work and tour goes to usual workplace
var destinationParkingCost = (Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && tour.Person.UsualWorkParcel != null &&
destinationParcel == tour.Person.UsualWorkParcel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// var timeWindow = (originParcel == tour.Household.ResidenceParcel) ? personDay.TimeWindow : tour.ParentTour.TimeWindow;
// var longestWindow = timeWindow.MaxAvailableMinutesAfter(1);
// var totalWindow = timeWindow.TotalAvailableMinutesAfter(1);
// var expectedDurationCurrentTour = person.IsFulltimeWorker ? Global.Settings.Times.EightHours : Global.Settings.Times.FourHours;
// var expectedDurationOtherTours = (personDay.TotalTours - personDay.TotalSimulatedTours) * Global.Settings.Times.TwoHours;
// var expectedDurationStops = (Math.Min(personDay.TotalStops,1) - Math.Min(personDay.TotalSimulatedStops,1)) * Global.Settings.Times.OneHour;
// var totalExpectedDuration = expectedDurationCurrentTour + expectedDurationOtherTours + expectedDurationStops;
// paidRideShare is a special case
if (Global.Configuration.PaidRideShareModeIsAvailable)
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.PaidRideShare);
var modeExtra = Global.Settings.Modes.PaidRideShare;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var distanceExtra = pathTypeExtra.PathDistance;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra - 1, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
var extraCostPerMile = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_ExtraCostPerDistanceUnit : Global.Configuration.PaidRideShare_ExtraCostPerDistanceUnit;
var fixedCostPerRide = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_FixedCostPerRide : Global.Configuration.PaidRideShare_FixedCostPerRide;
var autoTimeCoefficient = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * autoTimeCoefficient);
alternative.AddUtilityTerm(2, distanceExtra * extraCostPerMile * tour.CostCoefficient);
alternative.AddUtilityTerm(2, fixedCostPerRide * tour.CostCoefficient);
var modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag());
}
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var generalizedTimeLogsum = 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;
}
var modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
// alternative.AddUtility(3, Math.Log(1.0 - travelTime / longestWindow));
// alternative.AddUtility(4, travelTime < longestWindow - expectedDurationCurrentTour ? Math.Log(1.0 - travelTime / (longestWindow - expectedDurationCurrentTour)) : 0);
// alternative.AddUtility(5, travelTime < longestWindow - expectedDurationCurrentTour ? 0 : 1);
// alternative.AddUtility(6, travelTime < totalWindow - totalExpectedDuration ? Math.Log(1.0 - travelTime / (totalWindow - totalExpectedDuration)) : 0);
// alternative.AddUtility(7, travelTime < totalWindow - totalExpectedDuration ? 0 : 1);
// var vot = tour.TimeCoefficient / tour.CostCoefficient;
if (mode == Global.Settings.Modes.ParkAndRide)
{
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(180, univStudentFlag);
alternative.AddUtilityTerm(100, income75kPlusFlag);
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV3CostDivisor_Work));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV2CostDivisor_Work));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost) * tour.CostCoefficient);
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(53, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist
= Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
// double worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
// ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
// Global.Settings.VotGroups.Medium, tour.DestinationArrivalTime,originParcel, destinationParcel).Variable : 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(162, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
// alternative.AddUtility(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
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());
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <dynamic> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
var income75KPlusFlag = household.Has75KPlusIncome.ToFlag();
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
// person inputs
var childUnder5Flag = person.IsChildUnder5.ToFlag();
var adultFlag = person.IsAdult.ToFlag();
var drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
var maleFlag = person.IsMale.ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(6);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// school bus is a special case - use HOV3 impedance
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
var modeExtra = Global.Settings.Modes.SchoolBus;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
// case Global.Settings.Modes.SchoolBus:
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(17, childUnder5Flag);
alternative.AddUtilityTerm(18, adultFlag);
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * tour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(27, childUnder5Flag);
alternative.AddUtilityTerm(28, adultFlag);
alternative.AddUtilityTerm(29, drivingAgeStudentFlag);
alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(37, onePersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(56, income75KPlusFlag);
alternative.AddUtilityTerm(59, drivingAgeStudentFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double worstDist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, adultFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(79, adultFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, 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, TripWrapper trip,
IEnumerable <dynamic> pathTypeModels, IParcelWrapper originParcel,
IParcelWrapper destinationParcel,
int choice = Constants.DEFAULT_VALUE)
{
var household = trip.Household;
var householdTotals = household.HouseholdTotals;
var person = trip.Person;
var tour = trip.Tour;
var halfTour = trip.HalfTour;
// household inputs
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var HHwithChildrenFlag = household.HasChildren.ToFlag();
var HHwithSmallChildrenFlag = household.HasChildrenUnder5.ToFlag();
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
var HHwithLowIncomeFlag = (household.Income >= 300000 && household.Income < 600000).ToFlag();
var HHwithMidleIncomeFlag = (household.Income >= 600000 && household.Income < 900000).ToFlag();
var HHwithHighIncomeFlag = (household.Income >= 900000).ToFlag();
var nonworkingAdults = householdTotals.NonworkingAdults;
var retiredAdults = householdTotals.RetiredAdults;
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(household.VehiclesAvailable);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
// person inputs
//var drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
var maleFlag = person.IsMale.ToFlag();
var femaleFlag = person.IsFemale.ToFlag();
var PTpass = person.TransitPassOwnership;
//var ageLessThan35Flag = person.AgeIsLessThan35.ToFlag();
// tour inputs
var bikeTourFlag = tour.IsBikeMode().ToFlag();
var walkTourFlag = tour.IsWalkMode().ToFlag();
var CarDrivAloneFlag = tour.IsSovMode().ToFlag();
var CarDrivNotAloneFlag = tour.IsHov2Mode().ToFlag();
var CarPassengerFlag = tour.IsHov3Mode().ToFlag();
var transitTourFlag = tour.IsTransitMode().ToFlag();
var homeBasedWorkTourFlag = (tour.IsHomeBasedTour && tour.IsWorkPurpose()).ToFlag();
var homeBasedSchoolTourFlag = (tour.IsHomeBasedTour && tour.IsSchoolPurpose()).ToFlag();
var homeBasedEscortTourFlag = (tour.IsHomeBasedTour && tour.IsEscortPurpose()).ToFlag();
var homeBasedShoppingTourFlag = (tour.IsHomeBasedTour && tour.IsShoppingPurpose()).ToFlag();
var homeBasedSocialTourFlag = (tour.IsHomeBasedTour && tour.IsSocialPurpose()).ToFlag();
var notHomeBasedTourFlag = (!tour.IsHomeBasedTour).ToFlag();
var homeBasedNotWorkSchoolEscortTourFlag =
(tour.IsHomeBasedTour && tour.DestinationPurpose > Global.Settings.Purposes.Escort).ToFlag();
var jointTourFlag = (tour.JointTourSequence > 0) ? 1 : 0;
var partialHalfTourFlag = (trip.IsHalfTourFromOrigin
? tour.PartialHalfTour1Sequence > 0
: tour.PartialHalfTour2Sequence > 0)
? 1
: 0;
var fullHalfTourFlag = (trip.IsHalfTourFromOrigin ? tour.FullHalfTour1Sequence > 0 : tour.FullHalfTour2Sequence > 0)
? 1
: 0;
// trip inputs
var originHomeEscortFlag = (trip.IsNoneOrHomePurposeByOrigin() && trip.IsEscortPurposeByDestination()).ToFlag();
var originWorkEscortFlag = (trip.IsWorkPurposeByOrigin() && trip.IsEscortPurposeByDestination()).ToFlag();
var destinationHomeEscortFlag = (trip.IsNoneOrHomePurposeByDestination() && trip.IsEscortPurposeByOrigin()).ToFlag();
var destinationWorkEscortFlag = (trip.IsWorkPurposeByDestination() && trip.IsEscortPurposeByOrigin()).ToFlag();
// only trip on first half-tour
var onlyTripOnFirstHalfFlag =
(trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin).ToFlag();
// first trip on first half-tour, not only one
var firstTripOnFirstHalfFlag =
(trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && !trip.IsToTourOrigin).ToFlag();
// last trip first half-tour, not only one
var lastTripOnFirstHalfFlag =
(trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin).ToFlag();
// only trip on second half-tour
var onlyTripOnSecondHalfFlag =
(!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && trip.IsToTourOrigin).ToFlag();
// first trip on second half-tour, not only one
var firstTripOnSecondHalfFlag =
(!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips == 1 && !trip.IsToTourOrigin).ToFlag();
// last trip second half-tour, not only one
var lastTripOnSecondHalfFlag =
(!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips > 1 && trip.IsToTourOrigin).ToFlag();
// remaining inputs
var departureTime = trip.IsHalfTourFromOrigin ? trip.LatestDepartureTime : trip.EarliestDepartureTime;
var originMixedDensity = originParcel.MixedUse4Index1();
var originIntersectionDensity = originParcel.NetIntersectionDensity1();
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(2);
var amPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.SixAM, Global.Settings.Times.NineAM).ToFlag();
//GV changed to 6-9 am
var middayPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.NineAM, Global.Settings.Times.ThreePM).ToFlag();
var pmPeriodFlag = departureTime.IsLeftExclusiveBetween(Global.Settings.Times.ThreePM, Global.Settings.Times.SixPM).ToFlag();
//GV changed to 3-6 pm
var eveningPeriodFlag = (departureTime > Global.Settings.Times.SixPM).ToFlag(); //GV changed to 6 pm
// availability
var tripModeAvailable = new bool[Global.Settings.Modes.TotalModes];
var isLastTripInTour = (!trip.IsHalfTourFromOrigin && halfTour.SimulatedTrips >= 1 && trip.IsToTourOrigin);
var frequencyPreviousTripModeIsTourMode = 0;
if (trip.IsHalfTourFromOrigin)
{
frequencyPreviousTripModeIsTourMode +=
tour.HalfTourFromOrigin.Trips.Where(x => x.Sequence < trip.Sequence).Count(x => tour.Mode == x.Mode);
}
else
{
if (tour.HalfTourFromOrigin != null)
{
frequencyPreviousTripModeIsTourMode +=
tour.HalfTourFromOrigin.Trips.Where(x => x.Sequence > 0).Count(x => tour.Mode == x.Mode);
}
frequencyPreviousTripModeIsTourMode +=
tour.HalfTourFromDestination.Trips.Where(x => x.Sequence < trip.Sequence).Count(x => tour.Mode == x.Mode);
}
// GV commented out park and ride
//// if a park and ride tour, only car is available
//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
if (isLastTripInTour && frequencyPreviousTripModeIsTourMode == 0)
{
tripModeAvailable[tour.Mode] = true;
}
else
{
// set availability based on tour mode
for (var mode = Global.Settings.Modes.Walk; mode <= tour.Mode; mode++)
{
tripModeAvailable[mode] = true;
}
}
if (person.Age < 18)
{
tripModeAvailable[Global.Settings.Modes.Sov] = false;
tripModeAvailable[Global.Settings.Modes.HovDriver] = false;
}
// GV commented out School Bus
// school bus is a special case - use HOV3 impedance and only available for school bus tours
//var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
//const int modeExtra = Global.Settings.Modes.SchoolBus;
//var availableExtra = pathTypeExtra.Available && tour.IsSchoolBusMode && tripModeAvailable[modeExtra]
// && (trip.IsHalfTourFromOrigin
// ? trip.LatestDepartureTime - pathTypeExtra.PathTime >= trip.ArrivalTimeLimit
// : trip.EarliestDepartureTime + pathTypeExtra.PathTime <= trip.ArrivalTimeLimit);
//var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
//var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
//alternative.Choice = modeExtra;
//alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
//
//if (availableExtra) {
// // case Global.Settings.Modes.SchoolBus:
// alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
// alternative.AddUtilityTerm(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);
//}
ChoiceProbabilityCalculator.Alternative alternative;
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Available && tripModeAvailable[mode] &&
(trip.IsHalfTourFromOrigin
? trip.LatestDepartureTime - pathTypeModel.PathTime >= trip.ArrivalTimeLimit
: trip.EarliestDepartureTime + pathTypeModel.PathTime <= trip.ArrivalTimeLimit);
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
alternative = choiceProbabilityCalculator.GetAlternative(mode - 1, available, choice == mode);
alternative.Choice = mode;
// GV for tree Logit uncomment this
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * tour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, HHwithLowIncomeFlag);
alternative.AddUtilityTerm(55, HHwithMidleIncomeFlag);
alternative.AddUtilityTerm(56, HHwithHighIncomeFlag);
alternative.AddUtilityTerm(57, PTpass);
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(181, jointTourFlag);
alternative.AddUtilityTerm(182, fullHalfTourFlag + partialHalfTourFlag);
}
else if (mode == Global.Settings.Modes.HovPassenger)
{
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(32, childrenAge5Through15);
alternative.AddUtilityTerm(33, femaleFlag);
alternative.AddUtilityTerm(34, (nonworkingAdults + retiredAdults));
alternative.AddUtilityTerm(36, onePersonHouseholdFlag);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(100, CarPassengerFlag);
alternative.AddUtilityTerm(102, (CarPassengerFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (CarPassengerFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (CarPassengerFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (CarPassengerFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (CarPassengerFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (CarPassengerFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(115, transitTourFlag);
alternative.AddUtilityTerm(149, homeBasedWorkTourFlag);
alternative.AddUtilityTerm(150, homeBasedSchoolTourFlag);
alternative.AddUtilityTerm(152, homeBasedEscortTourFlag);
alternative.AddUtilityTerm(153, homeBasedShoppingTourFlag);
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));
alternative.AddUtilityTerm(183, jointTourFlag);
alternative.AddUtilityTerm(184, fullHalfTourFlag + partialHalfTourFlag);
}
else if (mode == Global.Settings.Modes.HovDriver)
{
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(42, (childrenAge5Through15 * (1 - homeBasedEscortTourFlag)));
alternative.AddUtilityTerm(43, (femaleFlag * (1 - homeBasedEscortTourFlag)));
alternative.AddUtilityTerm(44, ((nonworkingAdults + retiredAdults) * (1 - homeBasedEscortTourFlag)));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(100, CarDrivNotAloneFlag);
alternative.AddUtilityTerm(102, (CarDrivNotAloneFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (CarDrivNotAloneFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (CarDrivNotAloneFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (CarDrivNotAloneFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (CarDrivNotAloneFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (CarDrivNotAloneFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(118, transitTourFlag);
alternative.AddUtilityTerm(120, CarPassengerFlag);
alternative.AddUtilityTerm(149, homeBasedWorkTourFlag);
alternative.AddUtilityTerm(150, homeBasedSchoolTourFlag);
alternative.AddUtilityTerm(152, homeBasedEscortTourFlag);
alternative.AddUtilityTerm(153, homeBasedShoppingTourFlag);
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(100, CarDrivAloneFlag);
alternative.AddUtilityTerm(102, (CarDrivAloneFlag * onlyTripOnFirstHalfFlag));
alternative.AddUtilityTerm(103, (CarDrivAloneFlag * onlyTripOnSecondHalfFlag));
alternative.AddUtilityTerm(104, (CarDrivAloneFlag * firstTripOnFirstHalfFlag));
alternative.AddUtilityTerm(105, (CarDrivAloneFlag * firstTripOnSecondHalfFlag));
alternative.AddUtilityTerm(106, (CarDrivAloneFlag * lastTripOnFirstHalfFlag));
alternative.AddUtilityTerm(107, (CarDrivAloneFlag * lastTripOnSecondHalfFlag));
alternative.AddUtilityTerm(122, transitTourFlag);
alternative.AddUtilityTerm(124, CarPassengerFlag);
alternative.AddUtilityTerm(125, CarDrivNotAloneFlag);
alternative.AddUtilityTerm(126, maleFlag);
alternative.AddUtilityTerm(185, jointTourFlag);
alternative.AddUtilityTerm(186, fullHalfTourFlag + partialHalfTourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
//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(130, CarDrivNotAloneFlag);
alternative.AddUtilityTerm(131, CarDrivAloneFlag);
alternative.AddUtilityTerm(132, maleFlag);
alternative.AddUtilityTerm(147, notHomeBasedTourFlag);
alternative.AddUtilityTerm(187, jointTourFlag);
alternative.AddUtilityTerm(188, fullHalfTourFlag + partialHalfTourFlag);
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
//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);
alternative.AddUtilityTerm(187, jointTourFlag);
alternative.AddUtilityTerm(188, fullHalfTourFlag + partialHalfTourFlag);
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var person = tour.Person;
var personDay = tour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
var income75KPlusFlag = household.Has75KPlusIncome.ToFlag();
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
// person inputs
var childUnder5Flag = person.IsChildUnder5.ToFlag();
var adultFlag = person.IsAdult.ToFlag();
var drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag();
var maleFlag = person.IsMale.ToFlag();
// remaining inputs
var originParcel = tour.OriginParcel;
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(6);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// school bus is a special case - use HOV3 impedance
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3);
var modeExtra = Global.Settings.Modes.SchoolBus;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
// case Global.Settings.Modes.SchoolBus:
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient);
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(17, childUnder5Flag);
alternative.AddUtilityTerm(18, adultFlag);
}
}
// paidRideShare is another special case
if (Global.Configuration.PaidRideShareModeIsAvailable)
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.PaidRideShare);
var modeExtra = Global.Settings.Modes.PaidRideShare;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var distanceExtra = pathTypeExtra.PathDistance;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra - 2, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
var extraCostPerMile = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_ExtraCostPerDistanceUnit : Global.Configuration.PaidRideShare_ExtraCostPerDistanceUnit;
var fixedCostPerRide = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_FixedCostPerRide : Global.Configuration.PaidRideShare_FixedCostPerRide;
var autoTimeCoefficient = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * autoTimeCoefficient);
alternative.AddUtilityTerm(2, distanceExtra * extraCostPerMile * tour.CostCoefficient);
alternative.AddUtilityTerm(2, fixedCostPerRide * tour.CostCoefficient);
var modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age < 16).ToFlag());
}
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER);
if (!available)
{
continue;
}
var modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(22, carsLessThanDriversFlag);
alternative.AddUtilityTerm(27, childUnder5Flag);
alternative.AddUtilityTerm(28, adultFlag);
alternative.AddUtilityTerm(29, drivingAgeStudentFlag);
alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(125, originParcel.HouseholdDensity1());
// alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(37, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(37, onePersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(44, income0To25KFlag);
alternative.AddUtilityTerm(45, income25To50KFlag);
alternative.AddUtilityTerm(47, childUnder5Flag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(52, carsLessThanDriversFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(56, income75KPlusFlag);
alternative.AddUtilityTerm(59, drivingAgeStudentFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double worstDist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, adultFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(79, adultFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper subtour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int parentTourMode, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = subtour.Household;
IPersonWrapper person = subtour.Person;
IPersonDayWrapper personDay = subtour.PersonDay;
// household inputs
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income25To50KFlag = household.Has25To50KIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
// person inputs
int maleFlag = person.IsMale.ToFlag();
// tour inputs
int sovTourFlag = (parentTourMode == Global.Settings.Modes.Sov).ToFlag();
int hov2TourFlag = (parentTourMode == Global.Settings.Modes.Hov2).ToFlag();
int bikeTourFlag = (parentTourMode == Global.Settings.Modes.Bike).ToFlag();
int walkTourFlag = (parentTourMode == Global.Settings.Modes.Walk).ToFlag();
int tncTourFlag = (parentTourMode == Global.Settings.Modes.PaidRideShare).ToFlag();
// remaining inputs
IParcelWrapper originParcel = subtour.OriginParcel;
int parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
double destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage, true);
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
int mode = pathTypeModel.Mode;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) &&
pathTypeModel.Available;
double generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
double modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) :
(mode == Global.Settings.Modes.PaidRideShare && Global.Configuration.AV_PaidRideShareModeUsesAVs) ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : subtour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(55, income25To50KFlag);
alternative.AddUtilityTerm(58, sovTourFlag);
alternative.AddUtilityTerm(59, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, bikeTourFlag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(79, walkTourFlag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(174, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.PaidRideShare)
{
if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients)
{
alternative.AddUtilityTerm(80, 1.0);
alternative.AddUtilityTerm(81, sovTourFlag);
alternative.AddUtilityTerm(82, walkTourFlag + bikeTourFlag);
alternative.AddUtilityTerm(83, subtour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(83, subtour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(84, tncTourFlag);
alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, income0To25KFlag);
alternative.AddUtilityTerm(87, incomeOver100Flag);
}
else
{
double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * subtour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * subtour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (subtour.Person.Age >= 65).ToFlag());
}
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <PathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
var household = tour.Household;
var householdTotals = household.HouseholdTotals;
var personDay = tour.PersonDay;
var person = tour.Person;
// household inputs
var childrenUnder5 = householdTotals.ChildrenUnder5;
var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
// var nonworkingAdults = householdTotals.NonworkingAdults;
// var retiredAdults = householdTotals.RetiredAdults;
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
// person inputs
var maleFlag = person.IsMale.ToFlag();
var ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
var originParcel = tour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
// parking at work is free if no paid parking at work and tour goes to usual workplace
var destinationParkingCost = (Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && tour.Person.UsualWorkParcel != null &&
destinationParcel == tour.Person.UsualWorkParcel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage);
// var timeWindow = (originParcel == tour.Household.ResidenceParcel) ? personDay.TimeWindow : tour.ParentTour.TimeWindow;
// var longestWindow = timeWindow.MaxAvailableMinutesAfter(1);
// var totalWindow = timeWindow.TotalAvailableMinutesAfter(1);
// var expectedDurationCurrentTour = person.IsFulltimeWorker ? Global.Settings.Times.EightHours : Global.Settings.Times.FourHours;
// var expectedDurationOtherTours = (personDay.TotalTours - personDay.TotalSimulatedTours) * Global.Settings.Times.TwoHours;
// var expectedDurationStops = (Math.Min(personDay.TotalStops,1) - Math.Min(personDay.TotalSimulatedStops,1)) * Global.Settings.Times.OneHour;
// var totalExpectedDuration = expectedDurationCurrentTour + expectedDurationOtherTours + expectedDurationStops;
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var generalizedTime = pathTypeModel.GeneralizedTimeLogsum;
// var travelTime = pathTypeModel.PathTime;
// var travelCost = pathTypeModel.PathCost;
var available = pathTypeModel.Available; //&& (travelTime < longestWindow);
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
// if (mode == Global.Settings.Modes.ParkAndRide) {
// Console.WriteLine("Park and ride logsum = {0}", generalizedTimeLogsum);
// }
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTime * tour.TimeCoefficient);
// alternative.AddUtility(3, Math.Log(1.0 - travelTime / longestWindow));
// alternative.AddUtility(4, travelTime < longestWindow - expectedDurationCurrentTour ? Math.Log(1.0 - travelTime / (longestWindow - expectedDurationCurrentTour)) : 0);
// alternative.AddUtility(5, travelTime < longestWindow - expectedDurationCurrentTour ? 0 : 1);
// alternative.AddUtility(6, travelTime < totalWindow - totalExpectedDuration ? Math.Log(1.0 - travelTime / (totalWindow - totalExpectedDuration)) : 0);
// alternative.AddUtility(7, travelTime < totalWindow - totalExpectedDuration ? 0 : 1);
// var vot = tour.TimeCoefficient / tour.CostCoefficient;
if (mode == Global.Settings.Modes.ParkAndRide)
{
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV3CostDivisor_Work));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, pathTypeModel.PathDistance.AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV2CostDivisor_Work));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.AddUtility(34, nonworkingAdults + retiredAdults);
alternative.AddUtilityTerm(35, pathTypeModel.PathDistance.AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost) * tour.CostCoefficient);
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(53, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
var class1Dist
= Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
var class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
// var worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
// ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
// Global.Settings.VotGroups.Medium, tour.DestinationArrivalTime,originParcel, destinationParcel).Variable : 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(162, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
// alternative.AddUtility(163, (worstDist > 0).ToFlag());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(71, maleFlag);
// alternative.AddUtility(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE)
{
IHouseholdWrapper household = tour.Household;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
IPersonDayWrapper personDay = tour.PersonDay;
IPersonWrapper person = tour.Person;
// household inputs
int childrenUnder5 = householdTotals.ChildrenUnder5;
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
// var nonworkingAdults = householdTotals.NonworkingAdults;
// var retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars);
int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
int income75kPlusFlag = household.Has75KPlusIncome.ToFlag();
int incomeOver100Flag = household.Has100KPlusIncome.ToFlag();
// person inputs
int maleFlag = person.IsMale.ToFlag();
int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
int univStudentFlag = person.IsUniversityStudent.ToFlag();
IParcelWrapper originParcel = tour.OriginParcel;
int parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
// parking at work is free if no paid parking at work and tour goes to usual workplace
double destinationParkingCost = (Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && tour.Person.UsualWorkParcel != null &&
destinationParcel == tour.Person.UsualWorkParcel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage);
foreach (IPathTypeModel pathTypeModel in pathTypeModels)
{
int mode = pathTypeModel.Mode;
double generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
bool available = (pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) &&
pathTypeModel.Available;
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
double modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) :
(mode == Global.Settings.Modes.PaidRideShare && Global.Configuration.AV_PaidRideShareModeUsesAVs) ?
tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.ParkAndRide)
{
alternative.AddUtilityTerm(10, 1);
alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1 + 1));
//alternative.AddUtilityTerm(120, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(118, destinationParcel.TotalEmploymentDensity1());
//alternative.AddUtilityTerm(117, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(113, Math.Log(destinationParcel.StopsTransitBuffer1 + 1));
alternative.AddUtilityTerm(112, Math.Log(originParcel.StopsTransitBuffer1 + 1));
alternative.AddUtilityTerm(115, Math.Log(pathTypeModel.PathParkAndRideNodeCapacity + 1));
}
else if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
alternative.AddUtilityTerm(21, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(22, carsLessThanDriversFlag); //for calibration
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
alternative.AddUtilityTerm(130, Math.Log(destinationParcel.TotalEmploymentDensity1() + 1) * 2553.0 / Math.Log(2553.0));
alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(126, originParcel.NetIntersectionDensity1());
//alternative.AddUtilityTerm(125, originParcel.HouseholdDensity1());
//alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1 + 1));
alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1));
alternative.AddUtilityTerm(180, univStudentFlag);
alternative.AddUtilityTerm(100, income75kPlusFlag);
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV3CostDivisor_Work));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.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, carsLessThanDriversFlag); // for calibration of hov3 vs hov2
alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV2CostDivisor_Work));
alternative.AddUtilityTerm(31, childrenUnder5);
alternative.AddUtilityTerm(32, childrenAge5Through15);
// alternative.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(42, carsLessThanDriversFlag);
alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
alternative.AddUtilityTerm(133, escortPercentage);
alternative.AddUtilityTerm(134, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost) * tour.CostCoefficient);
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(53, carsLessThanWorkersFlag);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(131, escortPercentage);
alternative.AddUtilityTerm(132, nonEscortPercentage);
}
else if (mode == Global.Settings.Modes.Bike)
{
double class1Dist
= Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
double class2Dist =
Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
: 0;
// double worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
// ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
// Global.Settings.VotGroups.Medium, tour.DestinationArrivalTime,originParcel, destinationParcel).Variable : 0;
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(63, ageBetween51And98Flag);
alternative.AddUtilityTerm(67, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(68, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(162, (class1Dist > 0).ToFlag());
alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
// alternative.AddUtility(163, (worstDist > 0).ToFlag());
alternative.AddUtilityTerm(170, 1.0 * destinationParcel.MixedUse4Index1()
+ 0.00002 * destinationParcel.TotalEmploymentDensity1()
+ 0.001 * destinationParcel.NetIntersectionDensity1()
+ 0.001 * originParcel.NetIntersectionDensity1()
+ 0.0002 * originParcel.HouseholdDensity1()
+ 1.0 * originParcel.MixedUse4Index1());
//alternative.AddUtilityTerm(261, originParcel.PCA_DensityTerm_Buffer1());
//alternative.AddUtilityTerm(262, originParcel.PCA_WalkabilityTerm_Buffer1());
//alternative.AddUtilityTerm(263, originParcel.PCA_MixedUseTerm_Buffer1());
//alternative.AddUtilityTerm(264, originParcel.PCA_TransitAccessTerm_Buffer1());
//alternative.AddUtilityTerm(261, destinationParcel.PCA_DensityTerm_Buffer1());
//alternative.AddUtilityTerm(262, destinationParcel.PCA_WalkabilityTerm_Buffer1());
//alternative.AddUtilityTerm(263, destinationParcel.PCA_MixedUseTerm_Buffer1());
//alternative.AddUtilityTerm(264, destinationParcel.PCA_TransitAccessTerm_Buffer1());
//alternative.AddUtilityTerm(265, destinationParcel.PCA_DensityTerm_Buffer1());
//alternative.AddUtilityTerm(266, destinationParcel.PCA_WalkabilityTerm_Buffer1());
//alternative.AddUtilityTerm(267, destinationParcel.PCA_MixedUseTerm_Buffer1());
//alternative.AddUtilityTerm(268, destinationParcel.PCA_TransitAccessTerm_Buffer1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1); //for calibration
alternative.AddUtilityTerm(71, maleFlag);
alternative.AddUtilityTerm(73, ageBetween51And98Flag);
alternative.AddUtilityTerm(75, pathTypeModel.PathDistance * pathTypeModel.PathDistance);
alternative.AddUtilityTerm(77, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(78, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1());
alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1());
alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1());
alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
alternative.AddUtilityTerm(181, 1.0 * destinationParcel.MixedUse4Index1()
+ 0.00001 * destinationParcel.TotalEmploymentDensity1()
+ 0.001 * destinationParcel.NetIntersectionDensity1()
+ 0.001 * originParcel.NetIntersectionDensity1()
+ 0.0001 * originParcel.HouseholdDensity1()
+ 1.0 * originParcel.MixedUse4Index1());
//alternative.AddUtilityTerm(271, originParcel.PCA_DensityTerm_Buffer1());
//alternative.AddUtilityTerm(272, originParcel.PCA_WalkabilityTerm_Buffer1());
//alternative.AddUtilityTerm(273, originParcel.PCA_MixedUseTerm_Buffer1());
//alternative.AddUtilityTerm(274, originParcel.PCA_TransitAccessTerm_Buffer1());
//alternative.AddUtilityTerm(271, destinationParcel.PCA_DensityTerm_Buffer1());
//alternative.AddUtilityTerm(272, destinationParcel.PCA_WalkabilityTerm_Buffer1());
//alternative.AddUtilityTerm(273, destinationParcel.PCA_MixedUseTerm_Buffer1());
//alternative.AddUtilityTerm(274, destinationParcel.PCA_TransitAccessTerm_Buffer1());
//alternative.AddUtilityTerm(275, destinationParcel.PCA_DensityTerm_Buffer1());
//alternative.AddUtilityTerm(276, destinationParcel.PCA_WalkabilityTerm_Buffer1());
//alternative.AddUtilityTerm(277, destinationParcel.PCA_MixedUseTerm_Buffer1());
//alternative.AddUtilityTerm(278, destinationParcel.PCA_TransitAccessTerm_Buffer1());
}
else if (mode == Global.Settings.Modes.PaidRideShare)
{
if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients)
{
alternative.AddUtilityTerm(80, 1.0);
alternative.AddUtilityTerm(81, noCarsInHouseholdFlag); //for calibration
alternative.AddUtilityTerm(82, carsLessThanDriversFlag); //for calibration
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(84, (tour.Person.Age >= 65).ToFlag()); //alternative.AddUtilityTerm(81, tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(86, destinationParcel.HouseholdsBuffer2 + destinationParcel.StudentsUniversityBuffer2 + destinationParcel.EmploymentTotalBuffer2);
alternative.AddUtilityTerm(87, income0To25KFlag);
alternative.AddUtilityTerm(88, incomeOver100Flag);
}
else
{
double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2,
(Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag());
}
}
RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel);
}
}