private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IHouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
{
// var household = tour.Household;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = tour.PersonDay;
// var totalAvailableMinutes =
// tour.ParentTour == null
// ? personDay.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay)
// : tour.ParentTour.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay);
TimeWindow timeWindow = new TimeWindow();
if (tour.JointTourSequence > 0)
{
foreach (PersonDayWrapper pDay in householdDay.PersonDays)
{
ITourWrapper tInJoint = pDay.Tours.Find(t => t.JointTourSequence == tour.JointTourSequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
}
}
}
else if (tour.ParentTour == null)
{
timeWindow.IncorporateAnotherTimeWindow(personDay.TimeWindow);
}
timeWindow.SetBusyMinutes(Global.Settings.Times.EndOfRelevantWindow, Global.Settings.Times.MinutesInADay + 1);
int maxAvailableMinutes =
(tour.JointTourSequence > 0 || tour.ParentTour == null)
? timeWindow.MaxAvailableMinutesAfter(Global.Settings.Times.FiveAM)
: tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime;
// var hoursAvailableInverse =
// tour.IsHomeBasedTour
// ? (personDay.HomeBasedTours - personDay.SimulatedHomeBasedTours + 1) / (Math.Max(totalAvailableMinutes - 360, 30) / 60D)
// : 1 / (Math.Max(totalAvailableMinutes, 1) / 60D);
int fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
int tourCategory = tour.GetTourCategory();
// var primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
int secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
ChoiceModelUtility.DrawRandomTourTimePeriodsActum(tour, tourCategory);
int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel);
TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);
destinationSampler.SampleTourDestinations(tourDestinationUtilities);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, TripWrapper trip, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
{
var household = (HouseholdWrapper)trip.Household;
var person = (PersonWrapper)trip.Person;
var personDay = (PersonDayWrapper)trip.PersonDay;
var tour = (TourWrapper)trip.Tour;
var halfTour = (TourWrapper.HalfTour)trip.HalfTour;
var personDays = householdDay.PersonDays;
var isJointTour = tour.JointTourSequence > 0 ? 1 : 0;
var isIndividualTour = isJointTour == 1 ? 0 : 1;
var destinationParcel = tour.DestinationParcel;
var jointHalfOfFullJointHalfTour = ((trip.Direction == Global.Settings.TourDirections.OriginToDestination && tour.FullHalfTour1Sequence > 0) ||
(trip.Direction == Global.Settings.TourDirections.DestinationToOrigin && tour.FullHalfTour2Sequence > 0)).ToFlag();
var individualHalfOfFullJointHalfTour =
((trip.Direction == Global.Settings.TourDirections.OriginToDestination &&
tour.FullHalfTour1Sequence == 0 &&
tour.FullHalfTour2Sequence > 0) ||
(trip.Direction == Global.Settings.TourDirections.DestinationToOrigin &&
tour.FullHalfTour2Sequence == 0 &&
tour.FullHalfTour1Sequence > 0)).ToFlag();
var individualHalfTour = (isIndividualTour == 1 || individualHalfOfFullJointHalfTour == 1) ? 1 : 0;
var jointHalfTour = 1 - individualHalfTour;
//destination parcel variables
var foodBuffer2 = 0.0;
var totEmpBuffer2 = 0.0;
var retailBuffer2 = 0.0;
if (destinationParcel != null)
{
foodBuffer2 = Math.Log(1 + destinationParcel.EmploymentFoodBuffer2);
totEmpBuffer2 = Math.Log(1 + destinationParcel.EmploymentTotalBuffer2);
retailBuffer2 = Math.Log(1 + destinationParcel.EmploymentRetailBuffer2);
}
var carOwnership = person.GetCarOwnershipSegment();
// household inputs
var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
//var householdInc75KP = household.Has75KPlusIncome;
var votALSegment = tour.GetVotALSegment();
var transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
var totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
[Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
var homeFoodBuffer2 = Math.Log(1 + household.ResidenceParcel.EmploymentFoodBuffer2);
var homeTotEmpBuffer2 = Math.Log(1 + household.ResidenceParcel.EmploymentTotalBuffer2);
var homeRetailBuffer2 = Math.Log(1 + household.ResidenceParcel.EmploymentRetailBuffer2);
// person-day inputs
var homeBasedTours = personDay.HomeBasedTours;
var simulatedToursFlag = personDay.SimulatedToursExist().ToFlag();
var simulatedBusinessStops = personDay.SimulatedBusinessStops;
int simulatedBusinessStopsFlag = simulatedBusinessStops > 0 ? 1 : 0;
var simulatedSchoolStops = personDay.SimulatedSchoolStops;
var simulatedEscortStops = personDay.SimulatedEscortStops;
var simulatedPersonalBusinessStops = personDay.SimulatedPersonalBusinessStops;
var simulatedShoppingStops = personDay.SimulatedShoppingStops;
var simulatedMealStops = personDay.SimulatedMealStops;
var simulatedSocialStops = personDay.SimulatedSocialStops;
var simulatedRecreationStops = personDay.SimulatedRecreationStops;
var simulatedMedicalStops = personDay.SimulatedMedicalStops;
var primaryFamilyTimeFlag = householdDay.PrimaryPriorityTimeFlag;
// tour inputs
var hovDriverTourFlag = tour.IsHovDriverMode().ToFlag();
var hovPassengerTourFlag = tour.IsHovPassengerMode().ToFlag();
var transitTourFlag = tour.IsTransitMode().ToFlag();
var walkTourFlag = tour.IsWalkMode().ToFlag();
var bikeTourFlag = tour.IsBikeMode().ToFlag();
var autoTourFlag = tour.IsAnAutoMode().ToFlag();
var notHomeBasedTourFlag = (!tour.IsHomeBasedTour).ToFlag();
var workTourFlag = tour.IsWorkPurpose().ToFlag();
var businessTourFlag = tour.IsBusinessPurpose().ToFlag();
var personalBusinessTourFlag = tour.IsPersonalBusinessPurpose().ToFlag();
var socialTourFlag = tour.IsSocialPurpose().ToFlag();
var socialOrRecreationTourFlag = tour.IsSocialOrRecreationPurpose().ToFlag();
var schoolTourFlag = tour.IsSchoolPurpose().ToFlag();
var escortTourFlag = tour.IsEscortPurpose().ToFlag();
var shoppingTourFlag = tour.IsShoppingPurpose().ToFlag();
// trip inputs
var oneSimulatedTripFlag = halfTour.OneSimulatedTripFlag;
var twoSimulatedTripsFlag = halfTour.TwoSimulatedTripsFlag;
var threeSimulatedTripsFlag = halfTour.ThreeSimulatedTripsFlag;
var fourSimulatedTripsFlag = halfTour.FourSimulatedTripsFlag;
var fivePlusSimulatedTripsFlag = halfTour.FivePlusSimulatedTripsFlag;
var twoPlusSimulatedTripsFlag = twoSimulatedTripsFlag + threeSimulatedTripsFlag + fourSimulatedTripsFlag + fivePlusSimulatedTripsFlag;
var halfTourFromOriginFlag = trip.IsHalfTourFromOrigin.ToFlag();
var halfTourFromDestinationFlag = (!trip.IsHalfTourFromOrigin).ToFlag();
var beforeMandatoryDestinationFlag = trip.IsBeforeMandatoryDestination().ToFlag();
// remaining inputs, including joint tour variables
var remainingToursCount = personDay.HomeBasedTours - personDay.GetTotalSimulatedTours();
var destinationDepartureTime =
trip.IsHalfTourFromOrigin // first trip in half tour, use tour destination time
? trip.Sequence == 1
? tour.DestinationArrivalTime
: trip.GetPreviousTrip().ArrivalTime
: trip.Sequence == 1
? tour.DestinationDepartureTime
: trip.GetPreviousTrip().ArrivalTime;
//var time = trip.IsHalfTourFromOrigin ? tour.DestinationArrivalTime : tour.DestinationDepartureTime;
var time = destinationDepartureTime;
bool timeIsAvailableForAnotherTrip = true;
if ((trip.IsHalfTourFromOrigin && time < Global.Settings.Times.FourAM) ||
(!trip.IsHalfTourFromOrigin && time > Global.Settings.Times.TwoAM))
{
timeIsAvailableForAnotherTrip = false;
}
bool stopsNeeded = false;
//if ((halfTour.SimulatedTrips <= 5)
// && (timeIsAvailableForAnotherTrip)
// && (trip.Direction == 2)
// &&((trip.Tour.Sequence == trip.PersonDay.TotalCreatedTours)
// && ((simulatedSchoolStops == 0 && personDay.SchoolStops > 0)
// ||(simulatedBusinessStops == 0 && personDay.BusinessStops > 0)
// ||(simulatedEscortStops == 0 && personDay.EscortStops > 0)
// ||(simulatedPersonalBusinessStops == 0 && personDay.PersonalBusinessStops > 0)
// ||(simulatedShoppingStops == 0 && personDay.ShoppingStops > 0)
// ||(simulatedSocialStops == 0 && personDay.SocialStops > 0)))) {
// stopsNeeded = true;
//}
var from7AMto9AMFlag = (time >= Global.Settings.Times.SevenAM && time < Global.Settings.Times.NineAM).ToFlag();
var from9AMto3PMFlag = (time >= Global.Settings.Times.NineAM && time < Global.Settings.Times.ThreePM).ToFlag();
var from3PMto6PMFlag = (time >= Global.Settings.Times.ThreePM && time < Global.Settings.Times.SixPM).ToFlag();
var from6PMto10PMFlag = (time >= Global.Settings.Times.SixPM && time < Global.Settings.Times.TenPM).ToFlag();
var from10PMto7AMFlag = (time >= Global.Settings.Times.TenPM).ToFlag();
var from9AMto11AMFlag = (time >= Global.Settings.Times.NineAM && time < Global.Settings.Times.ElevenAM).ToFlag();
var from11AMto1PMFlag = (time >= Global.Settings.Times.ElevenAM && time < Global.Settings.Times.OnePM).ToFlag();
var from1PMto3PMFlag = (time >= Global.Settings.Times.OnePM && time < Global.Settings.Times.ThreePM).ToFlag();
var from3PMto5PMFlag = (time >= Global.Settings.Times.ThreePM && time < Global.Settings.Times.FivePM).ToFlag();
var from7PMto9PMFlag = (time >= Global.Settings.Times.SevenPM && time < Global.Settings.Times.NinePM).ToFlag();
var from9PMto11PMFlag = (time >= Global.Settings.Times.NinePM && time < Global.Settings.Times.ElevenPM).ToFlag();
var from11PMto7AMFlag = (time >= Global.Settings.Times.ElevenPM).ToFlag();
IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();
int numChildrenOnJointTour = 0;
int numAdultsOnJointTour = 0;
int totHHToursJT = 0;
//int totHHStopsJT=0;
TimeWindow timeWindow = new TimeWindow();
if (tour.JointTourSequence > 0)
{
foreach (PersonDayWrapper pDay in householdDay.PersonDays)
{
var tInJoint = (TourWrapper)pDay.Tours.Find(t => t.JointTourSequence == tour.JointTourSequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
totHHToursJT = personDay.HomeBasedTours + totHHToursJT;
if (pDay.Person.Age < 18)
{
numChildrenOnJointTour++;
}
if (pDay.Person.Age >= 18)
{
numAdultsOnJointTour++;
}
}
}
}
else if (trip.Direction == Global.Settings.TourDirections.OriginToDestination && tour.FullHalfTour1Sequence > 0)
{
foreach (PersonDayWrapper pDay in householdDay.PersonDays)
{
var tInJoint = (TourWrapper)pDay.Tours.Find(t => t.FullHalfTour1Sequence == tour.FullHalfTour1Sequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
totHHToursJT = personDay.HomeBasedTours + totHHToursJT;
if (pDay.Person.Age < 18)
{
numChildrenOnJointTour++;
}
if (pDay.Person.Age >= 18)
{
numAdultsOnJointTour++;
}
}
}
}
else if (trip.Direction == Global.Settings.TourDirections.DestinationToOrigin && tour.FullHalfTour2Sequence > 0)
{
foreach (PersonDayWrapper pDay in householdDay.PersonDays)
{
var tInJoint = (TourWrapper)pDay.Tours.Find(t => t.FullHalfTour2Sequence == tour.FullHalfTour2Sequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
totHHToursJT = personDay.HomeBasedTours + totHHToursJT;
if (pDay.Person.Age < 18)
{
numChildrenOnJointTour++;
}
if (pDay.Person.Age >= 18)
{
numAdultsOnJointTour++;
}
}
}
}
else if (tour.ParentTour == null)
{
timeWindow.IncorporateAnotherTimeWindow(personDay.TimeWindow);
}
else
{
timeWindow.IncorporateAnotherTimeWindow(tour.ParentTour.TimeWindow);
}
timeWindow.SetBusyMinutes(Global.Settings.Times.EndOfRelevantWindow, Global.Settings.Times.MinutesInADay + 1);
// time window in minutes for yet unmodeled portion of halftour, only consider persons on this trip
var availableWindow = timeWindow.AvailableWindow(destinationDepartureTime, Global.Settings.TimeDirections.Both);
var timePressure = 1000 * remainingToursCount / (Math.Max(1D, availableWindow));
//alternative.AddUtilityTerm(98, 1000 * remainingToursCount / (Math.Max(1D, maxWindowRemaining)));
//var duration = availableWindow / 60D;
// connectivity attributes
//var c34Ratio = trip.OriginParcel.C34RatioBuffer1();
var adis = 0.0;
var logDist = 0.0;
var minute = DayPeriod.BigDayPeriods[DayPeriod.MIDDAY].Start;
//distance from origin to destination
if (tour.OriginParcel != null && tour.DestinationParcel != null)
{
if (trip.Direction == Global.Settings.TourDirections.OriginToDestination)
{
adis = ImpedanceRoster.GetValue("distance", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, minute, tour.OriginParcel, destinationParcel).Variable;
}
else
{
adis = ImpedanceRoster.GetValue("distance", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, minute, destinationParcel, tour.OriginParcel).Variable;
}
logDist = Math.Log(1 + adis);
}
// 0 - NO MORE STOPS
var alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, !stopsNeeded, choice == Global.Settings.Purposes.NoneOrHome);
alternative.Choice = Global.Settings.Purposes.NoneOrHome;
//alternative.AddNestedAlternative(_nestedAlternativeIds[0], _nestedAlternativeIndexes[0], THETA_PARAMETER);
alternative.AddUtilityTerm(1, oneSimulatedTripFlag);
alternative.AddUtilityTerm(2, twoSimulatedTripsFlag);
alternative.AddUtilityTerm(2, threeSimulatedTripsFlag);
alternative.AddUtilityTerm(2, fourSimulatedTripsFlag);
alternative.AddUtilityTerm(2, fivePlusSimulatedTripsFlag);
alternative.AddUtilityTerm(6, transitTourFlag);
alternative.AddUtilityTerm(7, bikeTourFlag);
alternative.AddUtilityTerm(8, walkTourFlag);
alternative.AddUtilityTerm(9, jointHalfTour);
alternative.AddUtilityTerm(10, halfTourFromOriginFlag);
alternative.AddUtilityTerm(11, totalAggregateLogsum);
alternative.AddUtilityTerm(12, businessTourFlag);
alternative.AddUtilityTerm(13, personalBusinessTourFlag);
alternative.AddUtilityTerm(14, socialTourFlag);
//alternative.AddUtilityTerm(15, schoolTourFlag);
alternative.AddUtilityTerm(16, escortTourFlag);
alternative.AddUtilityTerm(17, shoppingTourFlag);
alternative.AddUtilityTerm(18, timePressure);
//alternative.AddUtilityTerm(19, primaryFamilyTimeFlag);
//alternative.AddUtilityTerm(15, from11PMto7AMFlag);
//alternative.AddUtilityTerm(1, twoSimulatedTripsFlag * halfTourFromOriginFlag * isIndividualTour);
//alternative.AddUtilityTerm(2, threeSimulatedTripsFlag * halfTourFromOriginFlag * isIndividualTour);
//alternative.AddUtilityTerm(3, fourSimulatedTripsFlag * halfTourFromOriginFlag * isIndividualTour);
//alternative.AddUtilityTerm(4, fivePlusSimulatedTripsFlag * halfTourFromOriginFlag * isIndividualTour);
//alternative.AddUtilityTerm(5, twoSimulatedTripsFlag * halfTourFromDestinationFlag * isIndividualTour);
//alternative.AddUtilityTerm(6, threeSimulatedTripsFlag * halfTourFromDestinationFlag * isIndividualTour);
//alternative.AddUtilityTerm(7, fourSimulatedTripsFlag * halfTourFromDestinationFlag * isIndividualTour);
//alternative.AddUtilityTerm(8, fivePlusSimulatedTripsFlag * halfTourFromDestinationFlag * isIndividualTour);
//alternative.AddUtilityTerm(9, homeBasedTours * isIndividualTour);
//alternative.AddUtilityTerm(10, homeBasedTours * isJointTour);
//alternative.AddUtilityTerm(11, notHomeBasedTourFlag);
//alternative.AddUtilityTerm(12, beforeMandatoryDestinationFlag*isJointTour);
//alternative.AddUtilityTerm(13, beforeMandatoryDestinationFlag);
//alternative.AddUtilityTerm(14, numAdultsOnJointTour);
//alternative.AddUtilityTerm(15, numChildrenOnJointTour);
//alternative.AddUtilityTerm(16, totHHToursJT);
// alternative.AddUtilityTerm(17, totHHStopsJT);
//alternative.AddUtilityTerm(22, (threeSimulatedTripsFlag + fourSimulatedTripsFlag + fivePlusSimulatedTripsFlag) * halfTourFromOriginFlag * isJointTour);
//alternative.AddUtilityTerm(26, threeSimulatedTripsFlag * halfTourFromDestinationFlag * isJointTour);
//alternative.AddUtilityTerm(27, fourSimulatedTripsFlag * halfTourFromDestinationFlag * isJointTour);
//alternative.AddUtilityTerm(28, fivePlusSimulatedTripsFlag * halfTourFromDestinationFlag * isJointTour);
// 1 - BUSINESS STOP
//if (personDay.BusinessStops > 0 && (tour.DestinationPurpose <= Global.Settings.Purposes.School || tour.DestinationPurpose == Global.Settings.Purposes.Business)) {
// JLB 20130704 business stops are allowed on escort tours per data prep
alternative = choiceProbabilityCalculator.GetAlternative(1,
(personDay.BusinessStops > 0 &&
(tour.DestinationPurpose <= Global.Settings.Purposes.Escort || tour.DestinationPurpose == Global.Settings.Purposes.Business) &&
(halfTour.SimulatedTrips <= 5) &&
timeIsAvailableForAnotherTrip),
choice == Global.Settings.Purposes.Business);
alternative.Choice = Global.Settings.Purposes.Business;
//alternative.AddNestedAlternative(_nestedAlternativeIds[1], _nestedAlternativeIndexes[1], THETA_PARAMETER);
//alternative.AddUtilityTerm(32, isIndividualTour);
alternative.AddUtilityTerm(32, 1.0);
alternative.AddUtilityTerm(33, businessTourFlag);
//alternative.AddUtilityTerm(34, schoolTourFlag);
//alternative.AddUtilityTerm(35, halfTourFromOriginFlag);
//alternative.AddUtilityTerm(36, simulatedBusinessStops);
//alternative.AddUtilityTerm(37, simulatedBusinessStopsFlag);
//alternative.AddUtilityTerm(39, duration);
//alternative.AddUtilityTerm(40, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(40, from9AMto3PMFlag + from3PMto6PMFlag);
//alternative.AddUtilityTerm(42, logDist);
//alternative.AddUtilityTerm(43, transitTourFlag);
//alternative.AddUtilityTerm(44, (person.IsPartTimeWorker).ToFlag());
//GV: 21. aug - I commented out as it is the only logsum in the model
//alternative.AddUtilityTerm(46, totalAggregateLogsum);
//alternative.AddUtilityTerm(47,totEmpBuffer2);
//alternative.AddUtilityTerm(48, hovDriverTourFlag + hovPassengerTourFlag);
// 2 - SCHOOL STOP
alternative = choiceProbabilityCalculator.GetAlternative(2,
(((personDay.SchoolStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.School) || (isJointTour == 1)) &&
halfTour.SimulatedTrips <= 5 &&
timeIsAvailableForAnotherTrip),
choice == Global.Settings.Purposes.School);
alternative.Choice = Global.Settings.Purposes.School;
//alternative.AddNestedAlternative(_nestedAlternativeIds[2], _nestedAlternativeIndexes[2], THETA_PARAMETER);
//alternative.AddUtilityTerm(51, workTourFlag);
alternative.AddUtilityTerm(51, 1.0);
//alternative.AddUtilityTerm(52, schoolTourFlag);
//alternative.AddUtilityTerm(53, halfTourFromOriginFlag);
//alternative.AddUtilityTerm(54, simulatedSchoolStops);
//alternative.AddUtilityTerm(55, remainingToursCount);
//alternative.AddUtilityTerm(56, duration);
//alternative.AddUtilityTerm(57, from7AMto9AMFlag + from7PMto9PMFlag + from9PMto11PMFlag + from11PMto7AMFlag);
alternative.AddUtilityTerm(57, from7AMto9AMFlag + from9AMto3PMFlag + from10PMto7AMFlag);
//alternative.AddUtilityTerm(58, oneSimulatedTripFlag);
//alternative.AddUtilityTerm(59, logDist);
alternative.AddUtilityTerm(61, jointHalfOfFullJointHalfTour * numChildrenOnJointTour);
//alternative.AddUtilityTerm(65, (person.Age < 12).ToFlag());
//alternative.AddUtilityTerm(66, (person.IsUniversityStudent).ToFlag());
// 3 - ESCORT STOP
//if ((personDay.EscortStops > 0 && (tour.DestinationPurpose <= Global.Settings.Purposes.Escort || tour.DestinationPurpose == Global.Settings.Purposes.Business)) || (isJointTour==1)) {
// JLB 20130704 no escort stops allowed on business tours per data prep
alternative = choiceProbabilityCalculator.GetAlternative(3,
(((personDay.EscortStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.Escort) || (isJointTour == 1)) &&
halfTour.SimulatedTrips <= 5 &&
timeIsAvailableForAnotherTrip),
choice == Global.Settings.Purposes.Escort);
alternative.Choice = Global.Settings.Purposes.Escort;
//alternative.AddNestedAlternative(_nestedAlternativeIds[3], _nestedAlternativeIndexes[3], THETA_PARAMETER);
alternative.AddUtilityTerm(71, 1.0);
//alternative.AddUtilityTerm(72, workTourFlag + schoolTourFlag);
//alternative.AddUtilityTerm(72, isJointTour);
//alternative.AddUtilityTerm(74, escortTourFlag);
//alternative.AddUtilityTerm(75, socialOrRecreationTourFlag);
//alternative.AddUtilityTerm(76, remainingToursCount);
//alternative.AddUtilityTerm(77, duration);
alternative.AddUtilityTerm(78, from7AMto9AMFlag);
//alternative.AddUtilityTerm(79, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
//alternative.AddUtilityTerm(81, hovDriverTourFlag);
//alternative.AddUtilityTerm(82, hovPassengerTourFlag);
//alternative.AddUtilityTerm(83, simulatedEscortStops * isJointTour);
//alternative.AddUtilityTerm(84, simulatedEscortStops * isIndividualTour);
//alternative.AddUtilityTerm(85, totalAggregateLogsum);
//alternative.AddUtilityTerm(86, jointHalfOfFullJointHalfTour);
//alternative.AddUtilityTerm(88, enrollmentK8Buffer2);
//alternative.AddUtilityTerm(89, numChildrenOnJointTour);
//alternative.AddUtilityTerm(90, halfTourFromOriginFlag);
// 4 - PERSONAL BUSINESS STOP
alternative = choiceProbabilityCalculator.GetAlternative(4,
((personDay.PersonalBusinessStops > 0 || isJointTour == 1) &&
halfTour.SimulatedTrips <= 5 &&
timeIsAvailableForAnotherTrip),
choice == Global.Settings.Purposes.PersonalBusiness);
alternative.Choice = Global.Settings.Purposes.PersonalBusiness;
//alternative.AddNestedAlternative(_nestedAlternativeIds[4], _nestedAlternativeIndexes[4], THETA_PARAMETER);
alternative.AddUtilityTerm(91, 1.0);
//alternative.AddUtilityTerm(92, (workTourFlag + schoolTourFlag + businessTourFlag));
//alternative.AddUtilityTerm(92, isJointTour);
//alternative.AddUtilityTerm(93, escortTourFlag);
//alternative.AddUtilityTerm(94, personalBusinessOrMedicalTourFlag * isIndividualTour);
//alternative.AddUtilityTerm(95, shoppingTourFlag);
//alternative.AddUtilityTerm(96, mealTourFlag);
//alternative.AddUtilityTerm(97, socialOrRecreationTourFlag);
//alternative.AddUtilityTerm(98, halfTourFromOriginFlag);
//alternative.AddUtilityTerm(99, simulatedPersonalBusinessStops * isIndividualTour);
//alternative.AddUtilityTerm(100, simulatedPersonalBusinessStops * isJointTour);
//alternative.AddUtilityTerm(101, duration);
//alternative.AddUtilityTerm(102, (from7AMto9AMFlag + from7PMto9PMFlag + from9PMto11PMFlag + from11PMto7AMFlag));
//alternative.AddUtilityTerm(103, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag);
alternative.AddUtilityTerm(103, from9AMto3PMFlag + from3PMto6PMFlag);
//alternative.AddUtilityTerm(105, hovDriverTourFlag);
//alternative.AddUtilityTerm(106, hovPassengerTourFlag);
//alternative.AddUtilityTerm(109, jointHalfOfFullJointHalfTour);
//alternative.AddUtilityTerm(110, totEmpBuffer2);
//alternative.AddUtilityTerm(111, totalAggregateLogsum);
//alternative.AddUtilityTerm(112, personalBusinessOrMedicalTourFlag * isJointTour);
// 5 - SHOPPING STOP
alternative = choiceProbabilityCalculator.GetAlternative(5,
((personDay.ShoppingStops > 0 || isJointTour == 1) &&
halfTour.SimulatedTrips <= 5 &&
timeIsAvailableForAnotherTrip),
choice == Global.Settings.Purposes.Shopping);
alternative.Choice = Global.Settings.Purposes.Shopping;
//alternative.AddNestedAlternative(_nestedAlternativeIds[5], _nestedAlternativeIndexes[5], THETA_PARAMETER);
alternative.AddUtilityTerm(121, 1.0);
//alternative.AddUtilityTerm(122, workTourFlag + schoolTourFlag + businessTourFlag);
//alternative.AddUtilityTerm(122, isJointTour);
//alternative.AddUtilityTerm(123, escortTourFlag);
//alternative.AddUtilityTerm(124, personalBusinessOrMedicalTourFlag);
//alternative.AddUtilityTerm(125, shoppingTourFlag * isIndividualTour);
//alternative.AddUtilityTerm(125, shoppingTourFlag);
//alternative.AddUtilityTerm(126, mealTourFlag);
//alternative.AddUtilityTerm(127, socialOrRecreationTourFlag);
//alternative.AddUtilityTerm(128, halfTourFromOriginFlag);
//alternative.AddUtilityTerm(129, simulatedShoppingStops * isIndividualTour);
//alternative.AddUtilityTerm(130, simulatedShoppingStops * isJointTour);
//alternative.AddUtilityTerm(131, duration);
//alternative.AddUtilityTerm(132, from7AMto9AMFlag + from9PMto11PMFlag + from11PMto7AMFlag);
//alternative.AddUtilityTerm(133, (from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag));
//alternative.AddUtilityTerm(132, from7AMto9AMFlag + from6PMto10PMFlag);
alternative.AddUtilityTerm(133, (from9AMto3PMFlag + from3PMto6PMFlag + from6PMto10PMFlag));
//alternative.AddUtilityTerm(134, adultFemaleOnJointTour);
//alternative.AddUtilityTerm(135, hovDriverTourFlag);
//alternative.AddUtilityTerm(136, hovPassengerTourFlag);
//alternative.AddUtilityTerm(137, Math.Log(1 + adis));
//alternative.AddUtilityTerm(138, shoppingTourFlag * isJointTour);
//alternative.AddUtilityTerm(140, shoppingAggregateLogsum);
//alternative.AddUtilityTerm(141, retailBuffer2);
//alternative.AddUtilityTerm(142, numChildrenOnJointTour);
//alternative.AddUtilityTerm(143, (household.Has100KPlusIncome).ToFlag());
alternative.AddUtilityTerm(134, primaryFamilyTimeFlag);
// 6 - MEAL STOP
//alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, false, choice == Global.Settings.Purposes.Meal);
//alternative.Choice = Global.Settings.Purposes.Meal;
//alternative.AddNestedAlternative(12, 2, THETA_PARAMETER);
// 6 - SOCIAL (OR RECREATION) STOP
alternative = choiceProbabilityCalculator.GetAlternative(6,
((personDay.SocialStops > 0 || isJointTour == 1) &&
halfTour.SimulatedTrips <= 5 &&
timeIsAvailableForAnotherTrip),
choice == Global.Settings.Purposes.Social);
alternative.Choice = Global.Settings.Purposes.Social;
//alternative.AddNestedAlternative(_nestedAlternativeIds[6], _nestedAlternativeIndexes[6], THETA_PARAMETER);
alternative.AddUtilityTerm(181, 1.0);
//alternative.AddUtilityTerm(182, workTourFlag + schoolTourFlag + businessTourFlag);
//alternative.AddUtilityTerm(182, isJointTour);
//alternative.AddUtilityTerm(183, escortTourFlag);
//alternative.AddUtilityTerm(184, personalBusinessOrMedicalTourFlag);
//alternative.AddUtilityTerm(185, shoppingTourFlag);
//alternative.AddUtilityTerm(186, mealTourFlag);
//alternative.AddUtilityTerm(187, socialOrRecreationTourFlag);
//alternative.AddUtilityTerm(188, halfTourFromOriginFlag);
//alternative.AddUtilityTerm(189, simulatedSocialStops * isIndividualTour);
//alternative.AddUtilityTerm(197, simulatedSocialStops * isJointTour);
//alternative.AddUtilityTerm(190, remainingToursCount);
//alternative.AddUtilityTerm(191, duration);
//alternative.AddUtilityTerm(192, from7AMto9AMFlag + from11PMto7AMFlag);
//alternative.AddUtilityTerm(192, from7AMto9AMFlag);
alternative.AddUtilityTerm(192, from9AMto3PMFlag + from3PMto6PMFlag + from6PMto10PMFlag);
//alternative.AddUtilityTerm(194, hovDriverTourFlag);
//alternative.AddUtilityTerm(195, hovPassengerTourFlag);
//alternative.AddUtilityTerm(196, logDist);
//alternative.AddUtilityTerm(200, numAdultsOnJointTour);
// 8 - RECREATION STOP
//alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, false, choice == Global.Settings.Purposes.Recreation);
//alternative.Choice = Global.Settings.Purposes.Recreation;
//alternative.AddNestedAlternative(12, 2, THETA_PARAMETER);
// 9 - MEDICAL STOP
//alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, false, choice == Global.Settings.Purposes.Medical);
//alternative.Choice = Global.Settings.Purposes.Medical;
//alternative.AddNestedAlternative(12, 2, THETA_PARAMETER);
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, TourWrapper tour, HouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
{
timesStartedRunModel++;
HouseholdWrapper household = (HouseholdWrapper)tour.Household;
PersonWrapper person = (PersonWrapper)tour.Person;
PersonDayWrapper personDay = (PersonDayWrapper)tour.PersonDay;
// var totalAvailableMinutes =
// tour.ParentTour == null
// ? personDay.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay)
// : tour.ParentTour.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay);
TimeWindow timeWindow = new TimeWindow();
if (tour.JointTourSequence > 0)
{
foreach (PersonDayWrapper pDay in householdDay.PersonDays)
{
TourWrapper tInJoint = (TourWrapper)pDay.Tours.Find(t => t.JointTourSequence == tour.JointTourSequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
}
}
}
else if (tour.ParentTour == null)
{
timeWindow.IncorporateAnotherTimeWindow(personDay.TimeWindow);
}
timeWindow.SetBusyMinutes(Global.Settings.Times.EndOfRelevantWindow, Global.Settings.Times.MinutesInADay + 1);
var maxAvailableMinutes =
(tour.JointTourSequence > 0 || tour.ParentTour == null)
? timeWindow.MaxAvailableMinutesAfter(Global.Settings.Times.FiveAM)
: tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime;
// var hoursAvailableInverse =
// tour.IsHomeBasedTour
// ? (personDay.HomeBasedTours - personDay.SimulatedHomeBasedTours + 1) / (Math.Max(totalAvailableMinutes - 360, 30) / 60D)
// : 1 / (Math.Max(totalAvailableMinutes, 1) / 60D);
var householdHasChildren = household.HasChildren;
var householdHasNoChildren = householdHasChildren ? false : true;
var fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
var tourCategory = tour.GetTourCategory();
// var primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
var secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
var workOrSchoolPatternFlag = personDay.GetIsWorkOrSchoolPattern().ToFlag();
var otherPatternFlag = personDay.GetIsOtherPattern().ToFlag();
int jointTourFlag = (tour.JointTourSequence > 0).ToFlag();
ChoiceModelUtility.DrawRandomTourTimePeriods(tour, tourCategory);
if (tour.Household.Id == 80049 && tour.PersonDay.Day == 1 && tour.Person.Sequence == 2 && tour.Sequence == 4)
{
bool testbreak = true;
}
var segment = Global.Kernel.Get <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
var destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, tour.OriginParcel, choice);
var tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);
// get destination sample and perform code that used to be in SetUtilities below
var sampleItems = destinationSampler.SampleAndReturnTourDestinations(tourDestinationUtilities);
int index = 0;
foreach (var sampleItem in sampleItems)
{
bool available = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
var destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];
if (isChosen)
{
Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} Available {2} Sample item {3} of {4}", timesStartedRunModel, destinationParcel.Id, available, index, sampleItems.Count);
}
var alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);
if (!available)
{
continue;
}
var fastestTravelTime =
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, fastestAvailableTimeOfDay, tour.OriginParcel, destinationParcel).Variable +
ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, fastestAvailableTimeOfDay, destinationParcel, tour.OriginParcel).Variable;
if (fastestTravelTime >= maxAvailableMinutes)
{
alternative.Available = false;
continue;
}
alternative.Choice = destinationParcel;
double tourLogsum;
if (tour.IsHomeBasedTour)
{
if (tour.DestinationPurpose == Global.Settings.Purposes.Work)
{
//JLB 201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(tour, destinationParcel);
// JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
var nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
// JLB201406
//else if (tour.DestinationPurpose == Global.Settings.Purposes.Escort) {
// var nestedAlternative = Global.ChoiceModelSession.Get<EscortTourModeModel>().RunNested(tour, destinationParcel);
// tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
//}
else
{
// JLB201406
//var nestedAlternative = Global.ChoiceModelSession.Get<OtherHomeBasedTourModeModel>().RunNested(tour, destinationParcel);
// JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<OtherHomeBasedTourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
var nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
}
else
{
// JLB201406
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkBasedSubtourModeModel>().RunNested(tour, destinationParcel);
// JLB 201602
//var nestedAlternative = Global.ChoiceModelSession.Get<WorkBasedSubtourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
var nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
}
//var purpose = tour.TourPurposeSegment;
var carOwnership = person.GetCarOwnershipSegment();
var votSegment = tour.GetVotALSegment();
var transitAccess = destinationParcel.TransitAccessSegment();
//var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
var aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
var aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.WorkBased][carOwnership][votSegment][transitAccess];
var distanceFromOrigin = tour.OriginParcel.DistanceFromOrigin(destinationParcel, tour.DestinationArrivalTime);
// 1. new from GV: Cph KM-distances
var piecewiseDistanceFrom0To1Km = Math.Min(distanceFromOrigin, .10);
var piecewiseDistanceFrom0To2Km = Math.Min(distanceFromOrigin, .20); //GV: added July 7th
var piecewiseDistanceFrom0To5Km = Math.Min(distanceFromOrigin, .50); //GV: added July 7th
var piecewiseDistanceFrom1To2Km = Math.Max(0, Math.Min(distanceFromOrigin - .1, .2 - .1));
var piecewiseDistanceFrom2To5Km = Math.Max(0, Math.Min(distanceFromOrigin - .2, .5 - .2));
var piecewiseDistanceFrom5To10Km = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
var piecewiseDistanceFrom10To20Km = Math.Max(0, Math.Min(distanceFromOrigin - 1, 2 - 1));
var piecewiseDistanceFrom20KmToInfinity = Math.Max(0, distanceFromOrigin - 2);
var piecewiseDistanceFrom10KmToInfinity = Math.Max(0, distanceFromOrigin - 1);
// 1. finished
var distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
var distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
var distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);
var timePressure = Math.Log(1 - fastestTravelTime / maxAvailableMinutes);
// 2. new from GV: Cph buffers for neighborhood effects
// log transforms of buffers for Neighborhood effects
var logOfOnePlusEducationK8Buffer2 = Math.Log(destinationParcel.StudentsK8Buffer2 + 1.0);
var logOfOnePlusEducationUniStuBuffer2 = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1.0);
var logOfOnePlusEmploymentEducationBuffer2 = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1.0);
var logOfOnePlusEmploymentGovernmentBuffer2 = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1.0);
var logOfOnePlusEmploymentIndustrialBuffer2 = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + 1.0);
var logOfOnePlusEmploymentOfficeBuffer2 = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1.0);
var logOfOnePlusEmploymentRetailBuffer2 = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1.0);
var logOfOnePlusEmploymentServiceBuffer2 = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1.0);
var logOfOnePlusEmploymentAgrConstrBuffer2 = Math.Log(destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1.0);
var logOfOnePlusEmploymentJobsBuffer2 = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1.0);
var logOfOnePlusHouseholdsBuffer2 = Math.Log(destinationParcel.HouseholdsBuffer2 + 1.0);
// 2. finished
var logOfOnePlusParkingOffStreetDailySpacesBuffer1 = Math.Log(1 + destinationParcel.ParkingOffStreetPaidDailySpacesBuffer1);
// connectivity attributes
var c34Ratio = destinationParcel.C34RatioBuffer1();
var carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // exludes no cars
var noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
var noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership);
alternative.AddUtilityTerm(2, household.Id);
alternative.AddUtilityTerm(3, personDay.Day);
alternative.AddUtilityTerm(4, person.Sequence);
alternative.AddUtilityTerm(5, tour.Sequence);
alternative.AddUtilityTerm(8, adjustmentFactor);
alternative.AddUtilityTerm(9, tourLogsum);
// 3. new from GV: definition of Cph variables
//alternative.AddUtilityTerm(260, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(260, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom0To2Km); //GV: added July 7th
//alternative.AddUtilityTerm(261, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(262, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(263, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(264, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(265, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom20KmToInfinity);
//alternative.AddUtilityTerm(266, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(266, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom0To2Km); //GV: added July 7th
//alternative.AddUtilityTerm(267, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(268, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(269, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(270, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(271, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom20KmToInfinity);
//alternative.AddUtilityTerm(268, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(269, household.Has0To15KIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(270, household.HasMissingIncome.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(271, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(272, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(273, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(274, person.IsChildUnder5.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(272, (!tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(273, (household.Income >= 300000 && household.Income < 600000).ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(274, (household.Income >= 600000 && household.Income < 900000).ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(275, (household.Income >= 900000).ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(276, person.IsChildUnder5.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
//alternative.AddUtilityTerm(277, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
//alternative.AddUtilityTerm(278, person.IsChildUnder16.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
alternative.AddUtilityTerm(279, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
//GV: 17. june 2015 male commented out
//alternative.AddUtilityTerm(280, person.IsAdultMale.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(281, person.IsAdultFemale.ToFlag() * distanceFromOriginLog);
alternative.AddUtilityTerm(282, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
//alternative.AddUtilityTerm(283, (tour.IsHomeBasedTour).ToFlag() * timePressure); //commented out by GV: 7th July 2013
alternative.AddUtilityTerm(284, (tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog);
//alternative.AddUtilityTerm(14, distanceFromWorkLog);
// GV commented out this - on TO DO list
//alternative.AddUtilityTerm(277, (carCompetitionFlag + noCarCompetitionFlag) * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(278, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
//alternative.AddUtilityTerm(279, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(280, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
//alternative.AddUtilityTerm(281, noCarsFlag * c34Ratio);
//alternative.AddUtilityTerm(282, noCarCompetitionFlag * c34Ratio);
//alternative.AddUtilityTerm(283, (carCompetitionFlag + noCarCompetitionFlag) * logOfOnePlusParkingOffStreetDailySpacesBuffer1);
//alternative.AddUtilityTerm(285, jointTourFlag * piecewiseDistanceFrom0To1Km);
//alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom0To2Km);
alternative.AddUtilityTerm(287, jointTourFlag * piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(288, jointTourFlag * piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(289, jointTourFlag * piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(290, jointTourFlag * piecewiseDistanceFrom20KmToInfinity);
// 3. finished
//4. new from GV: purpose utilities
// COMPAS puposes are: Work, Education, Escort, Shopping, Leisure, Personal business, business
// You need NO "Work" and "Education", their destinations are known in the synthetic population
if (tour.DestinationPurpose == Global.Settings.Purposes.Business)
{
//alternative.AddUtilityTerm(10, piecewiseDistanceFrom0To1Km);
//alternative.AddUtilityTerm(11, piecewiseDistanceFrom1To2Km);
//alternative.AddUtilityTerm(12, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(12, piecewiseDistanceFrom0To5Km);
alternative.AddUtilityTerm(13, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(14, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(15, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(16, aggregateLogsumWorkBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(20, logOfOnePlusEducationK8Buffer2);
//alternative.AddUtilityTerm(21, logOfOnePlusEducationUniStuBuffer2);
//alternative.AddUtilityTerm(22, logOfOnePlusEmploymentEducationBuffer2);
alternative.AddUtilityTerm(23, logOfOnePlusEmploymentGovernmentBuffer2);
//alternative.AddUtilityTerm(24, logOfOnePlusEmploymentIndustrialBuffer2);
//alternative.AddUtilityTerm(25, logOfOnePlusEmploymentOfficeBuffer2);
//alternative.AddUtilityTerm(26, logOfOnePlusEmploymentRetailBuffer2);
alternative.AddUtilityTerm(27, logOfOnePlusEmploymentServiceBuffer2);
//alternative.AddUtilityTerm(28, logOfOnePlusEmploymentAgrConstrBuffer2);
//alternative.AddUtilityTerm(29, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(30, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(31, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(32, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(33, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(34, destinationParcel.EmploymentRetail);
// GV: 35 is fixed to zero
alternative.AddUtilityTerm(35, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(36, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(37, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(38, destinationParcel.Households);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.Escort)
{
//alternative.AddUtilityTerm(50, piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(51, piecewiseDistanceFrom0To2Km);
//alternative.AddUtilityTerm(52, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(52, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(53, piecewiseDistanceFrom5To10Km);
//alternative.AddUtilityTerm(54, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(55, piecewiseDistanceFrom10KmToInfinity);
//alternative.AddUtilityTerm(55, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(56, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
alternative.AddUtilityTerm(60, householdHasNoChildren.ToFlag() * logOfOnePlusEmploymentJobsBuffer2);
//alternative.AddUtilityTerm(61, householdHasNoChildren.ToFlag() * logOfOnePlusHouseholdsBuffer2);
//alternative.AddUtilityTerm(62, householdHasChildren.ToFlag() * logOfOnePlusHouseholdsBuffer2);
//alternative.AddUtilityTerm(64, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
// GV: no observations
alternative.AddUtilityTerm(70, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
// GV: 75 is fixed to zero
alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.Households);
alternative.AddUtilityTerm(80, (householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(81, (householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(82, (householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(83, (householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(84, (householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
// GV 85 is fixed to zero at the moment
alternative.AddUtilityTerm(85, (householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
alternative.AddUtilityTerm(86, (householdHasChildren).ToFlag() * destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(87, (householdHasChildren).ToFlag() * destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(88, (householdHasChildren).ToFlag() * destinationParcel.Households);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness)
{
alternative.AddUtilityTerm(90, piecewiseDistanceFrom0To2Km);
//alternative.AddUtilityTerm(91, piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(92, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(93, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(95, piecewiseDistanceFrom10KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(96, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(100, logOfOnePlusEmploymentEducationBuffer2);
//alternative.AddUtilityTerm(101, logOfOnePlusEmploymentGovernmentBuffer2);
//alternative.AddUtilityTerm(102, logOfOnePlusEmploymentIndustrialBuffer2);
alternative.AddUtilityTerm(103, logOfOnePlusEmploymentOfficeBuffer2);
alternative.AddUtilityTerm(104, logOfOnePlusEmploymentRetailBuffer2);
alternative.AddUtilityTerm(105, logOfOnePlusEmploymentServiceBuffer2);
//alternative.AddUtilityTerm(106, logOfOnePlusEmploymentAgrConstrBuffer2);
//alternative.AddUtilityTerm(107, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(110, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(111, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(112, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(113, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(114, destinationParcel.EmploymentRetail);
// GV 115 is fixed to zero
alternative.AddUtilityTerm(115, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(116, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(117, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(118, destinationParcel.Households);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.Shopping)
{
//alternative.AddUtilityTerm(120, piecewiseDistanceFrom0To1Km);
alternative.AddUtilityTerm(121, piecewiseDistanceFrom0To2Km);
alternative.AddUtilityTerm(122, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(123, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(124, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(125, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(126, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(130, logOfOnePlusEmploymentEducationBuffer2);
alternative.AddUtilityTerm(131, logOfOnePlusEmploymentRetailBuffer2);
//alternative.AddUtilityTerm(132, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(140, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(141, destinationParcel.EmploymentRetail);
// GV 142 is fixed to zero
alternative.AddUtilityTerm(142, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(143, destinationParcel.EmploymentTotal);
}
else if (tour.DestinationPurpose == Global.Settings.Purposes.Social)
{
//alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To1Km);
//alternative.AddUtilityTerm(171, piecewiseDistanceFrom1To2Km);
alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To2Km);
alternative.AddUtilityTerm(172, piecewiseDistanceFrom2To5Km);
alternative.AddUtilityTerm(173, piecewiseDistanceFrom5To10Km);
alternative.AddUtilityTerm(174, piecewiseDistanceFrom10To20Km);
alternative.AddUtilityTerm(175, piecewiseDistanceFrom20KmToInfinity);
//GV: june 2016 - not sign
//alternative.AddUtilityTerm(176, aggregateLogsumHomeBased);
// Neighborhood
//GV: commented out just temp.
//alternative.AddUtilityTerm(180, logOfOnePlusEmploymentOfficeBuffer2);
alternative.AddUtilityTerm(181, logOfOnePlusEmploymentRetailBuffer2);
alternative.AddUtilityTerm(182, logOfOnePlusEmploymentServiceBuffer2);
//alternative.AddUtilityTerm(183, logOfOnePlusEmploymentJobsBuffer2);
// Size terms
alternative.AddUtilityTerm(190, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(191, destinationParcel.EmploymentGovernment);
alternative.AddUtilityTerm(192, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(193, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(194, destinationParcel.EmploymentRetail);
// GV 195 is fixed to zero
alternative.AddUtilityTerm(195, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(196, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(197, destinationParcel.EmploymentTotal);
alternative.AddUtilityTerm(198, destinationParcel.Households);
}
}
}
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IHouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
{
timesStartedRunModel++;
//Console.WriteLine("Started {0} Finished {1}", timesStarted,timesStartedRunModel);
IHouseholdWrapper household = tour.Household;
IPersonWrapper person = tour.Person;
IPersonDayWrapper personDay = tour.PersonDay;
Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals;
IParcelWrapper originParcel = tour.OriginParcel;
int childUnder16Flag = (person.Age < 16).ToFlag();
int noCarsInHouseholdFlag = (household.VehiclesAvailable == 0).ToFlag();
int fewerCarsThanDriversFlag = household.GetFlagForCarsLessThanDrivers(household.VehiclesAvailable);
int lowIncomeFlag = (household.Income >= 0 && household.Income <= 40000).ToFlag();
int highIncomeFlag = (household.Income >= 80000).ToFlag();
int missingIncomeFlag = (household.Income < 0).ToFlag();
int originTransitBand1 = (originParcel.GetDistanceToTransit() >= 0 && originParcel.GetDistanceToTransit() <= 0.25).ToFlag();
int originTransitBand3 = (originParcel.GetDistanceToTransit() > 0.5).ToFlag();
TimeWindow timeWindow = new TimeWindow();
if (tour.JointTourSequence > 0)
{
foreach (IPersonDayWrapper pDay in householdDay.PersonDays)
{
ITourWrapper tInJoint = pDay.Tours.Find(t => t.JointTourSequence == tour.JointTourSequence);
if (!(tInJoint == null))
{
// set jointTour time window
timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
}
}
}
else if (tour.ParentTour == null)
{
timeWindow.IncorporateAnotherTimeWindow(personDay.TimeWindow);
}
timeWindow.SetBusyMinutes(Global.Settings.Times.EndOfRelevantWindow, Global.Settings.Times.MinutesInADay + 1);
int maxAvailableMinutes =
(tour.JointTourSequence > 0 || tour.ParentTour == null)
? timeWindow.MaxAvailableMinutesAfter(Global.Settings.Times.FiveAM)
: tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime;
bool householdHasChildren = household.HasChildren;
bool householdHasNoChildren = householdHasChildren ? false : true;
int fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
int tourCategory = tour.GetTourCategory();
int secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
int workOrSchoolPatternFlag = personDay.GetIsWorkOrSchoolPattern().ToFlag();
int otherPatternFlag = personDay.GetIsOtherPattern().ToFlag();
int jointTourFlag = (tour.JointTourSequence > 0).ToFlag();
ChoiceModelUtility.DrawRandomTourTimePeriodsActum(tour, tourCategory);
int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel);
TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);
// get destination sample and perform code that used to be in SetUtilities below
Dictionary <DestinationSampler.TourSampleItem, int> sampleItems = destinationSampler.SampleAndReturnTourDestinations(tourDestinationUtilities);
int observedMode = 0;
if (tour.Mode == Global.Settings.Modes.Bike || tour.Mode == Global.Settings.Modes.Walk)
{
observedMode = 0;
}
else if (tour.Mode == Global.Settings.Modes.Sov)
{
observedMode = 1;
}
else if (tour.Mode == Global.Settings.Modes.Hov2 || tour.Mode == Global.Settings.Modes.Hov3)
{
observedMode = 2;
}
else if (tour.Mode == Global.Settings.Modes.Transit)
{
observedMode = 3;
}
int purpose = tour.DestinationPurpose;
if (tour.ParentTour != null)
{
purpose = 0;
}
int prefix = 0;
int index = 0;
int destindex = 0;
int indChosen = -1;
foreach (KeyValuePair <DestinationSampler.TourSampleItem, int> sampleItem in sampleItems)
{
bool parcelAvailable = sampleItem.Key.Available;
bool isChosen = sampleItem.Key.IsChosen;
double adjustmentFactor = sampleItem.Key.AdjustmentFactor;
IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];
destindex++;
if (isChosen)
{
indChosen = destindex;
}
if (!parcelAvailable)
{
continue;
}
int destinationTransitBand1 = (destinationParcel.GetDistanceToTransit() >= 0 && destinationParcel.GetDistanceToTransit() <= 0.25).ToFlag();
int destinationTransitBand3 = (destinationParcel.GetDistanceToTransit() > 0.5).ToFlag();
// var destinationSubzone = _zoneSubzones[destinationParcel.ZoneId][destinationTransitBand3];
IEnumerable <IPathTypeModel> pathTypeModels =
PathTypeModelFactory.Singleton.Run(
tour.Household.RandomUtility,
originParcel.ZoneId,
destinationParcel.ZoneId,
tour.DestinationArrivalTime,
tour.DestinationDepartureTime,
tour.DestinationPurpose,
tour.CostCoefficient,
tour.TimeCoefficient,
tour.Person.IsDrivingAge,
tour.Household.VehiclesAvailable,
tour.Person.TransitPassOwnership,
(tour.Household.OwnsAutomatedVehicles > 0),
tour.Person.GetTransitFareDiscountFraction(),
false,
Global.Settings.Modes.Walk, Global.Settings.Modes.Sov, Global.Settings.Modes.Hov2, Global.Settings.Modes.Transit);
for (int modeIndex = 0; modeIndex <= 3; modeIndex++)
{
IPathTypeModel pathTypeModel = modeIndex == 0 ? pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Walk)
: modeIndex == 1 ? pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Sov)
: modeIndex == 2 ? pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov2)
: pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Transit);
bool modeAvailable = pathTypeModel.Available;
bool chosen = modeIndex == observedMode && destinationParcel == tour.DestinationParcel;
//if (chosen) Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} Mode {2} Available {3}",timesStartedRunModel,destinationParcel.Id,observedMode,modeAvailable);
ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(index++, modeAvailable, chosen);
alternative.Choice = destinationParcel;
if (!modeAvailable)
{
continue;
}
alternative.AddUtilityTerm(1, tour.Id);
alternative.AddUtilityTerm(9, purpose);
if (modeIndex == 0)
{
// WALK
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 4, destinationParcel.NetIntersectionDensity2());
alternative.AddUtilityTerm(prefix + 5, destinationParcel.MixedUse4Index2());
}
else if (modeIndex == 1)
{
// SOV
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 11, 1.0);
alternative.AddUtilityTerm(prefix + 12, destinationParcel.ParkingOffStreetPaidHourlyPriceBuffer2);
alternative.AddUtilityTerm(prefix + 14, fewerCarsThanDriversFlag);
alternative.AddUtilityTerm(prefix + 15, lowIncomeFlag);
alternative.AddUtilityTerm(prefix + 16, highIncomeFlag);
alternative.AddUtilityTerm(prefix + 17, missingIncomeFlag);
}
else if (modeIndex == 2)
{
// HOV
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 21, 1.0);
alternative.AddUtilityTerm(prefix + 22, childUnder16Flag);
alternative.AddUtilityTerm(prefix + 23, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(prefix + 24, fewerCarsThanDriversFlag);
alternative.AddUtilityTerm(prefix + 25, lowIncomeFlag);
alternative.AddUtilityTerm(prefix + 26, highIncomeFlag);
alternative.AddUtilityTerm(prefix + 27, missingIncomeFlag);
}
else
{
// TRANSIT
alternative.AddUtilityTerm(prefix + 3, pathTypeModel.GeneralizedTimeLogsum);
alternative.AddUtilityTerm(prefix + 31, 1.0);
alternative.AddUtilityTerm(prefix + 32, childUnder16Flag);
alternative.AddUtilityTerm(prefix + 33, noCarsInHouseholdFlag);
alternative.AddUtilityTerm(prefix + 34, fewerCarsThanDriversFlag);
alternative.AddUtilityTerm(prefix + 35, lowIncomeFlag);
alternative.AddUtilityTerm(prefix + 36, highIncomeFlag);
alternative.AddUtilityTerm(prefix + 37, missingIncomeFlag);
alternative.AddUtilityTerm(prefix + 38, originTransitBand1);
alternative.AddUtilityTerm(prefix + 39, originTransitBand3);
//alternative.AddUtilityTerm(prefix + 40, destinationTransitBand3);
}
alternative.AddUtilityTerm(2, adjustmentFactor);
// Size terms
alternative.AddUtilityTerm(prefix + 50, destinationParcel.EmploymentService);
alternative.AddUtilityTerm(prefix + 51, destinationParcel.EmploymentEducation);
alternative.AddUtilityTerm(prefix + 52, destinationParcel.EmploymentGovernment);
//alternative.AddUtilityTerm(prefix + 53, destinationParcel.EmploymentIndustrial);
alternative.AddUtilityTerm(prefix + 54, destinationParcel.EmploymentOffice);
alternative.AddUtilityTerm(prefix + 55, destinationParcel.EmploymentRetail);
alternative.AddUtilityTerm(prefix + 56, destinationParcel.EmploymentMedical);
alternative.AddUtilityTerm(prefix + 57, destinationParcel.EmploymentFood);
//alternative.AddUtilityTerm(prefix + 58, destinationParcel.EmploymentAgricultureConstruction);
alternative.AddUtilityTerm(prefix + 59, destinationParcel.Households);
//alternative.AddUtilityTerm(prefix + 60, destinationParcel.StudentsK8 + destinationParcel.StudentsHighSchool);
//alternative.AddUtilityTerm(prefix + 61, destinationParcel.StudentsUniversity);
}
}
//Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} is sample item {2} of {3}",timesStartedRunModel,tour.DestinationParcelId,indChosen,sampleItems.Count);
}
