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, 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 <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, IPersonWrapper person)
{
IHouseholdWrapper household = person.Household;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
// household inputs
int childrenUnder5 = householdTotals.ChildrenUnder5;
int childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
int nonworkingAdults = householdTotals.NonworkingAdults;
int retiredAdults = householdTotals.RetiredAdults;
int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();
int income0To25KFlag = household.Has0To25KIncome.ToFlag();
// person inputs
int maleFlag = person.IsMale.ToFlag();
int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag();
IParcelWrapper originParcel = household.ResidenceParcel;
IParcelWrapper destinationParcel = person.UsualWorkParcel;
int parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
// parking at work is free if no paid parking at work and tour goes to usual workplace
double destinationParkingCost = (Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration);
double income = household.Income < 0 ? Global.Configuration.Coefficients_BaseCostCoefficientIncomeLevel : household.Income; // missing converted to 30K
double incomeMultiple = Math.Min(Math.Max(income / Global.Configuration.Coefficients_BaseCostCoefficientIncomeLevel, .1), 10); // ranges for extreme values
double incomePower = Global.Configuration.Coefficients_CostCoefficientIncomePower_Work;
double costCoefficient = Global.Coefficients_BaseCostCoefficientPerMonetaryUnit / Math.Pow(incomeMultiple, incomePower);
/*
* var pathTypeModels =
* PathTypeModelFactory.Singleton.RunAll(
* household.RandomUtility,
* originParcel,
* destinationParcel,
* 240,
* 720,
* Global.Settings.Purposes.Work,
* costCoefficient,
* Global.Configuration.Coefficients_MeanTimeCoefficient_Work,
* person.IsDrivingAge,
* householdTotals.Adults, //assumes householdCars = adults
* 0.0, // assumes transitDiscountFraction = 0,
* false);
*
* foreach (var pathTypeModel in pathTypeModels) {
* var mode = pathTypeModel.Mode;
* var generalizedTime = pathTypeModel.GeneralizedTimeLogsum;
* // var travelTime = pathTypeModel.PathTime;
* // var travelCost = pathTypeModel.PathCost;
*
* var available = pathTypeModel.Available; //&& (travelTime < longestWindow);
*
* var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
* alternative.Choice = mode;
*
* alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
*
* // if (mode == Global.Settings.Modes.ParkAndRide) {
* // Console.WriteLine("Park and ride logsum = {0}", generalizedTimeLogsum);
* // }
*
* if (!available) {
* continue;
* }
*
* alternative.AddUtilityTerm(2, generalizedTime * tour.TimeCoefficient);
* // alternative.AddUtility(3, Math.Log(1.0 - travelTime / longestWindow));
* // alternative.AddUtility(4, travelTime < longestWindow - expectedDurationCurrentTour ? Math.Log(1.0 - travelTime / (longestWindow - expectedDurationCurrentTour)) : 0);
* // alternative.AddUtility(5, travelTime < longestWindow - expectedDurationCurrentTour ? 0 : 1);
* // alternative.AddUtility(6, travelTime < totalWindow - totalExpectedDuration ? Math.Log(1.0 - travelTime / (totalWindow - totalExpectedDuration)) : 0);
* // alternative.AddUtility(7, travelTime < totalWindow - totalExpectedDuration ? 0 : 1);
* // var vot = tour.TimeCoefficient / tour.CostCoefficient;
*
* switch (mode) {
* case Global.Settings.Modes.ParkAndRide:
* alternative.AddUtilityTerm(10, 1);
* alternative.AddUtilityTerm(11, noCarsInHouseholdFlag);
* alternative.AddUtilityTerm(13, carsLessThanWorkersFlag);
* // alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
* alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
* alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
* // alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
*
* break;
* case Global.Settings.Modes.Transit:
* alternative.AddUtilityTerm(20, 1);
* // alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
* alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1());
* alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1());
* // alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
* // alternative.AddUtility(125, originParcel.HouseholdDensity1());
* alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1());
* // alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
* // alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
*
* break;
* case Global.Settings.Modes.Hov3:
* alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV3CostDivisor_Work));
* alternative.AddUtilityTerm(30, 1);
* alternative.AddUtilityTerm(31, childrenUnder5);
* alternative.AddUtilityTerm(32, childrenAge5Through15);
* // alternative.AddUtility(34, nonworkingAdults + retiredAdults);
* alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
* alternative.AddUtilityTerm(38, onePersonHouseholdFlag);
* alternative.AddUtilityTerm(39, twoPersonHouseholdFlag);
* alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
* alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
* alternative.AddUtilityTerm(133, escortPercentage);
* alternative.AddUtilityTerm(134, nonEscortPercentage);
*
* break;
* case Global.Settings.Modes.Hov2:
* alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / Global.Configuration.Coefficients_HOV2CostDivisor_Work));
* alternative.AddUtilityTerm(31, childrenUnder5);
* alternative.AddUtilityTerm(32, childrenAge5Through15);
* // alternative.AddUtility(34, nonworkingAdults + retiredAdults);
* alternative.AddUtilityTerm(35, ((double)pathTypeModel.PathDistance).AlmostEquals(0) ? 0 : Math.Log(pathTypeModel.PathDistance));
* alternative.AddUtilityTerm(40, 1);
* alternative.AddUtilityTerm(41, noCarsInHouseholdFlag);
* alternative.AddUtilityTerm(42, carsLessThanDriversFlag);
* alternative.AddUtilityTerm(48, onePersonHouseholdFlag);
* alternative.AddUtilityTerm(133, escortPercentage);
* alternative.AddUtilityTerm(134, nonEscortPercentage);
*
* break;
* case Global.Settings.Modes.Sov:
* alternative.AddUtilityTerm(1, (destinationParkingCost) * tour.CostCoefficient);
* alternative.AddUtilityTerm(50, 1);
* alternative.AddUtilityTerm(53, carsLessThanWorkersFlag);
* alternative.AddUtilityTerm(54, income0To25KFlag);
* alternative.AddUtilityTerm(131, escortPercentage);
* alternative.AddUtilityTerm(132, nonEscortPercentage);
*
* break;
* case Global.Settings.Modes.Bike:
* double class1Dist
* = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
* ? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork,
* Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
* : 0;
*
* double class2Dist =
* Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions
* ? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork,
* Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable
* : 0;
*
* // double worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ?
* // ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork,
* // Global.Settings.VotGroups.Medium, tour.DestinationArrivalTime,originParcel, destinationParcel).Variable : 0;
*
* alternative.AddUtilityTerm(60, 1);
* alternative.AddUtilityTerm(61, maleFlag);
* alternative.AddUtilityTerm(63, ageBetween51And98Flag);
* alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1());
* alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1());
* // alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
* // alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
* // alternative.AddUtility(165, originParcel.HouseholdDensity1());
* alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1());
* alternative.AddUtilityTerm(162, (class1Dist > 0).ToFlag());
* alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag());
* // alternative.AddUtility(163, (worstDist > 0).ToFlag());
*
* break;
* case Global.Settings.Modes.Walk:
* alternative.AddUtilityTerm(71, maleFlag);
* // alternative.AddUtility(73, ageBetween51And98Flag);
* alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1());
* // alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
* // alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
* // alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
* // alternative.AddUtility(175, originParcel.HouseholdDensity1());
* alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1());
*
* break;
* }
* }
*/
}
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 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 subtour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int parentTourMode, int choice = Constants.DEFAULT_VALUE)
{
var household = subtour.Household;
var person = subtour.Person;
var personDay = subtour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
// person inputs
var maleFlag = person.IsMale.ToFlag();
// tour inputs
var sovTourFlag = (parentTourMode == Global.Settings.Modes.Sov).ToFlag();
var hov2TourFlag = (parentTourMode == Global.Settings.Modes.Hov2).ToFlag();
var bikeTourFlag = (parentTourMode == Global.Settings.Modes.Bike).ToFlag();
var walkTourFlag = (parentTourMode == Global.Settings.Modes.Walk).ToFlag();
// remaining inputs
var originParcel = subtour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage, true);
// paidRideShare is a special case
if (Global.Configuration.PaidRideShareModeIsAvailable)
{
var pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.PaidRideShare);
var modeExtra = Global.Settings.Modes.PaidRideShare;
var availableExtra = pathTypeExtra.Available;
var generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum;
var distanceExtra = pathTypeExtra.PathDistance;
var alternative = choiceProbabilityCalculator.GetAlternative(modeExtra - 2, availableExtra, choice == modeExtra);
alternative.Choice = modeExtra;
alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER);
if (availableExtra)
{
var extraCostPerMile = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_ExtraCostPerDistanceUnit : Global.Configuration.PaidRideShare_ExtraCostPerDistanceUnit;
var fixedCostPerRide = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
Global.Configuration.AV_PaidRideShare_FixedCostPerRide : Global.Configuration.PaidRideShare_FixedCostPerRide;
var autoTimeCoefficient = Global.Configuration.AV_PaidRideShareModeUsesAVs ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : subtour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * autoTimeCoefficient);
alternative.AddUtilityTerm(2, distanceExtra * extraCostPerMile * subtour.CostCoefficient);
alternative.AddUtilityTerm(2, fixedCostPerRide * subtour.CostCoefficient);
var modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
? Global.Configuration.AV_PaidRideShare_ModeConstant
+ Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
+ Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
: Global.Configuration.PaidRideShare_ModeConstant
+ Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);
alternative.AddUtilityTerm(90, modeConstant);
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * subtour.Person.AgeIsBetween26And35.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * subtour.Person.AgeIsBetween18And25.ToFlag());
alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (subtour.Person.Age >= 65).ToFlag());
}
}
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide && pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
var modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ?
subtour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : subtour.TimeCoefficient;
alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(55, income25To50KFlag);
alternative.AddUtilityTerm(58, sovTourFlag);
alternative.AddUtilityTerm(59, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, bikeTourFlag);
// alternative.AddUtility(169, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(164, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(70, 1);
alternative.AddUtilityTerm(79, walkTourFlag);
// alternative.AddUtility(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(174, originParcel.MixedUse4Index1());
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, 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);
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper subtour, IEnumerable <PathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int parentTourMode, int choice = Constants.DEFAULT_VALUE)
{
var household = subtour.Household;
var person = subtour.Person;
var personDay = subtour.PersonDay;
// household inputs
var income0To25KFlag = household.Has0To25KIncome.ToFlag();
var income25To50KFlag = household.Has25To50KIncome.ToFlag();
// person inputs
var maleFlag = person.IsMale.ToFlag();
// tour inputs
var sovTourFlag = (parentTourMode == Global.Settings.Modes.Sov).ToFlag();
var hov2TourFlag = (parentTourMode == Global.Settings.Modes.Hov2).ToFlag();
var bikeTourFlag = (parentTourMode == Global.Settings.Modes.Bike).ToFlag();
var walkTourFlag = (parentTourMode == Global.Settings.Modes.Walk).ToFlag();
// remaining inputs
// var originParcel = subtour.OriginParcel;
var parkingDuration = ChoiceModelUtility.GetParkingDuration(person.IsFulltimeWorker);
var destinationParkingCost = destinationParcel.ParkingCostBuffer1(parkingDuration);
double escortPercentage;
double nonEscortPercentage;
ChoiceModelUtility.SetEscortPercentages(personDay, out escortPercentage, out nonEscortPercentage, true);
foreach (var pathTypeModel in pathTypeModels)
{
var mode = pathTypeModel.Mode;
var available = pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide && pathTypeModel.Available;
var generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum;
var alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode);
alternative.Choice = mode;
alternative.AddNestedAlternative(_nestedAlternativeIds[pathTypeModel.Mode], _nestedAlternativeIndexes[pathTypeModel.Mode], THETA_PARAMETER);
if (!available)
{
continue;
}
alternative.AddUtilityTerm(2, generalizedTimeLogsum * subtour.TimeCoefficient);
if (mode == Global.Settings.Modes.Transit)
{
alternative.AddUtilityTerm(20, 1);
// alternative.AddUtility(129, destinationParcel.MixedUse2Index1());
// alternative.AddUtility(128, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(127, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(126, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(125, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(124, originParcel.MixedUse2Index1());
// alternative.AddUtility(123, Math.Log(destinationParcel.StopsTransitBuffer1+1));
// alternative.AddUtility(122, Math.Log(originParcel.StopsTransitBuffer1+1));
}
else if (mode == Global.Settings.Modes.Hov3)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT3));
alternative.AddUtilityTerm(30, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Hov2)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient / ChoiceModelUtility.CPFACT2));
alternative.AddUtilityTerm(40, 1);
alternative.AddUtilityTerm(88, sovTourFlag);
alternative.AddUtilityTerm(89, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Sov)
{
alternative.AddUtilityTerm(1, (destinationParkingCost * subtour.CostCoefficient));
alternative.AddUtilityTerm(50, 1);
alternative.AddUtilityTerm(54, income0To25KFlag);
alternative.AddUtilityTerm(55, income25To50KFlag);
alternative.AddUtilityTerm(58, sovTourFlag);
alternative.AddUtilityTerm(59, hov2TourFlag);
}
else if (mode == Global.Settings.Modes.Bike)
{
alternative.AddUtilityTerm(60, 1);
alternative.AddUtilityTerm(61, maleFlag);
alternative.AddUtilityTerm(69, bikeTourFlag);
// alternative.AddUtility(169, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(168, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(167, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(166, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(165, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(164, originParcel.MixedUse4Index1());
}
else if (mode == Global.Settings.Modes.Walk)
{
alternative.AddUtilityTerm(79, walkTourFlag);
// alternative.AddUtility(179, destinationParcel.MixedUse4Index1());
// alternative.AddUtility(178, destinationParcel.TotalEmploymentDensity1());
// alternative.AddUtility(177, destinationParcel.NetIntersectionDensity1());
// alternative.AddUtility(176, originParcel.NetIntersectionDensity1());
// alternative.AddUtility(175, originParcel.TotalEmploymentDensity1());
// alternative.AddUtility(174, originParcel.MixedUse4Index1());
}
}
}