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);
}
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, ITourWrapper tour, 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);
int maxAvailableMinutes =
tour.ParentTour == null
? personDay.TimeWindow.MaxAvailableMinutesAfter(121)
: tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime;
// var hoursAvailableInverse =
// tour.IsHomeBasedTour
// ? (personDay.HomeBasedTours - personDay.SimulatedHomeBasedTours + 1) / (Math.Max(totalAvailableMinutes - 360, 30) / 60D)
// : 1 / (Math.Max(totalAvailableMinutes, 1) / 60D);
int fastestAvailableTimeOfDay =
tour.IsHomeBasedTour || tour.ParentTour == null
? 1
: tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;
int tourCategory = tour.GetTourCategory();
// var primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
int secondaryFlag = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
ChoiceModelUtility.DrawRandomTourTimePeriods(tour, tourCategory);
int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);
DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel);
TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(this, tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);
destinationSampler.SampleTourDestinations(tourDestinationUtilities);
}