public TourDestinationUtilities(TourWrapper tour, int sampleSize, int secondaryFlag, int workOrSchoolPatternFlag, int otherPatternFlag, int fastestAvailableTimeOfDay, int maxAvailableMinutes) { _tour = tour; _secondaryFlag = secondaryFlag; _workOrSchoolPatternFlag = workOrSchoolPatternFlag; _otherPatternFlag = otherPatternFlag; _fastestAvailableTimeOfDay = fastestAvailableTimeOfDay; _maxAvailableMinutes = maxAvailableMinutes; _seedValues = ChoiceModelUtility.GetRandomSampling(sampleSize, tour.Person.SeedValues[20 + tour.Sequence - 1]); }
public HalfTour(TourWrapper tour) { _t = tour; // trip fields _tripReader = Global .Kernel .Get <IPersistenceFactory <ITrip> >() .Reader; _tripWrapperCreator = Global .Kernel .Get <IWrapperFactory <ITripCreator> >() .Creator; }
public ChoiceProbabilityCalculator.Alternative RunNested(TourWrapper tour, IParcelWrapper destinationParcel, int householdCars, double transitDiscountFraction) { if (Global.Configuration.AvoidDisaggregateModeChoiceLogsums) { return(null); } var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetNestedChoiceProbabilityCalculator(); HouseholdDayWrapper householdDay = (tour.PersonDay == null) ? null : (HouseholdDayWrapper)tour.PersonDay.HouseholdDay; int constrainedMode = 0; int constrainedArrivalTime = (Global.Configuration.ConstrainTimesForModeChoiceLogsums) ? tour.DestinationArrivalTime : 0; int constrainedDepartureTime = (Global.Configuration.ConstrainTimesForModeChoiceLogsums) ? tour.DestinationDepartureTime : 0; tour.DestinationParcel = destinationParcel; HTourModeTime.SetModeTimeImpedances(householdDay, tour, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, householdCars, transitDiscountFraction); RunModel(choiceProbabilityCalculator, householdDay, tour, destinationParcel, householdCars, constrainedMode, constrainedArrivalTime, constrainedDepartureTime); return(choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility)); }
public void Run(TourWrapper tour, HouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper constrainedParcel = null) { if (tour == null) { throw new ArgumentNullException("tour"); } tour.PersonDay.ResetRandom(20 + tour.Sequence - 1); if (Global.Configuration.IsInEstimationMode) { if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME) { return; } if (!TourDestinationUtilities.ShouldRunInEstimationModeForModel(tour)) { return; } // JLB 20140421 add the following to keep from estimatign twice for the same tour if (tour.DestinationModeAndTimeHaveBeenSimulated) { return; } } if (tour.DestinationPurpose == Global.Settings.Purposes.School) { // the following lines were redundant. Usual destination properties are set in GetMandatoryTourSimulatedData() // sets the destination for the school tour //tour.DestinationParcelId = tour.Person.UsualSchoolParcelId; //tour.DestinationParcel = tour.Person.UsualSchoolParcel; //tour.DestinationZoneKey = tour.Person.UsualSchoolZoneKey; //tour.DestinationAddressType = Global.Settings.AddressTypes.UsualSchool; return; } else if (tour.DestinationPurpose == Global.Settings.Purposes.Work) { return; } else if (constrainedParcel != null) { tour.DestinationParcel = constrainedParcel; tour.DestinationParcelId = constrainedParcel.Id; tour.DestinationZoneKey = constrainedParcel.ZoneId; return; } var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetChoiceProbabilityCalculator(tour.Id); if (_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode) { if (constrainedParcel == null) { RunModel(choiceProbabilityCalculator, tour, householdDay, sampleSize, tour.DestinationParcel); choiceProbabilityCalculator.WriteObservation(); } } else { RunModel(choiceProbabilityCalculator, tour, householdDay, sampleSize); var chosenAlternative = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility); if (chosenAlternative == null) { Global.PrintFile.WriteNoAlternativesAvailableWarning(CHOICE_MODEL_NAME, "Run", tour.PersonDay.Id); if (!Global.Configuration.IsInEstimationMode) { tour.PersonDay.IsValid = false; tour.PersonDay.HouseholdDay.IsValid = false; } return; } var choice = (IParcelWrapper)chosenAlternative.Choice; tour.DestinationParcelId = choice.Id; tour.DestinationParcel = choice; tour.DestinationZoneKey = ChoiceModelFactory.ZoneKeys[choice.ZoneId]; tour.DestinationAddressType = Global.Settings.AddressTypes.Other; } }
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); } } }
public void Run(HouseholdDayWrapper householdDay, TourWrapper tour, int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime) { if (tour == null) { throw new ArgumentNullException("tour"); } //HTourModeTime.InitializeTourModeTimes(); tour.PersonDay.ResetRandom(50 + tour.Sequence - 1); if (Global.Configuration.IsInEstimationMode) { if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME) { return; } // JLB 20140421 add the following to keep from estimatign twice for the same tour if (tour.DestinationModeAndTimeHaveBeenSimulated) { return; } if (tour.DestinationParcel == null || tour.OriginParcel == null || tour.Mode < Global.Settings.Modes.Walk || tour.Mode > Global.Settings.Modes.WalkRideBike) { return; } } // set remaining inputs HTourModeTime.SetModeTimeImpedances(householdDay, tour, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, -1, -1.0); var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetChoiceProbabilityCalculator(tour.Id); if (_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode) { var observedChoice = new HTourModeTime(tour.Mode, tour.DestinationArrivalTime, tour.DestinationDepartureTime); RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, observedChoice); choiceProbabilityCalculator.WriteObservation(); } else if (Global.Configuration.TestEstimationModelInApplicationMode) { Global.Configuration.IsInEstimationMode = false; RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable, constrainedMode, constrainedArrivalTime, constrainedDepartureTime); var observedChoice = new HTourModeTime(tour.Mode, tour.DestinationArrivalTime, tour.DestinationDepartureTime); var simulatedChoice = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility, tour.Id, observedChoice.Index); Global.Configuration.IsInEstimationMode = true; } else { HTourModeTime choice; if (constrainedMode > 0 && constrainedArrivalTime > 0 && constrainedDepartureTime > 0) { choice = new HTourModeTime(constrainedMode, constrainedArrivalTime, constrainedDepartureTime); } else { RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable, constrainedMode, constrainedArrivalTime, constrainedDepartureTime); var simulatedChoice = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility); if (simulatedChoice == null) { Global.PrintFile.WriteNoAlternativesAvailableWarning(CHOICE_MODEL_NAME, "Run", tour.PersonDay.Id); if (!Global.Configuration.IsInEstimationMode) { tour.PersonDay.IsValid = false; tour.PersonDay.HouseholdDay.IsValid = false; } return; } choice = (HTourModeTime)simulatedChoice.Choice; } if (Global.Configuration.TraceModelResultValidity) { Global.PrintFile.WriteLine(" >> TourModeTimeModel HH/P/T/mode {0} {1} {2} {3}", tour.Household.Id, tour.Person.Sequence, tour.Sequence, choice.Mode); } tour.Mode = choice.Mode; tour.HalfTour1AccessCost = choice.OriginAccessCost / 2.0; tour.HalfTour1AccessDistance = choice.OriginAccessDistance / 2.0; tour.HalfTour1AccessMode = choice.OriginAccessMode; tour.HalfTour1AccessStopAreaKey = choice.ParkAndRideOriginStopAreaKey; tour.HalfTour1AccessTime = choice.OriginAccessTime / 2.0; tour.HalfTour1EgressCost = choice.DestinationAccessCost / 2.0; tour.HalfTour1EgressDistance = choice.DestinationAccessDistance / 2.0; tour.HalfTour1EgressMode = choice.DestinationAccessMode; tour.HalfTour1EgressStopAreaKey = choice.ParkAndRideDestinationStopAreaKey; tour.HalfTour1EgressTime = choice.DestinationAccessTime / 2.0; tour.HalfTour2AccessCost = choice.DestinationAccessCost / 2.0; tour.HalfTour2AccessDistance = choice.DestinationAccessDistance / 2.0; tour.HalfTour2AccessMode = choice.DestinationAccessMode; tour.HalfTour2AccessStopAreaKey = choice.ParkAndRideDestinationStopAreaKey; tour.HalfTour2AccessTime = choice.DestinationAccessTime / 2.0; tour.HalfTour2EgressCost = choice.OriginAccessCost / 2.0; tour.HalfTour2EgressDistance = choice.OriginAccessDistance / 2.0; tour.HalfTour2EgressMode = choice.OriginAccessMode; tour.HalfTour2EgressStopAreaKey = choice.ParkAndRideOriginStopAreaKey; tour.HalfTour2EgressTime = choice.OriginAccessTime / 2.0; tour.HalfTour1TravelTime = choice.TravelTimeToDestination; tour.HalfTour2TravelTime = choice.TravelTimeFromDestination; tour.TravelCostForPTBikeTour = choice.PathCost; tour.TravelDistanceForPTBikeTour = choice.PathDistance; var arrivalPeriod = choice.ArrivalPeriod; var departurePeriod = choice.DeparturePeriod; //use constrained times to set temporary arrival and departure times with minimum duration of stay for time window calculations if (constrainedArrivalTime > 0 || constrainedDepartureTime > 0) { if (constrainedArrivalTime > 0) { tour.DestinationArrivalTime = constrainedArrivalTime; } else { tour.DestinationArrivalTime = Math.Min(arrivalPeriod.End, constrainedDepartureTime - Global.Settings.Times.MinimumActivityDuration); } if (constrainedDepartureTime > 0) { tour.DestinationDepartureTime = constrainedDepartureTime; } else { tour.DestinationDepartureTime = Math.Max(departurePeriod.Start, constrainedArrivalTime + Global.Settings.Times.MinimumActivityDuration); } } //or if times aren't constrained use periods to set temporary arrival and departure times with minimum duration of stay for time window calculations else if (arrivalPeriod == departurePeriod) { var departureTime = Math.Max(choice.GetRandomDepartureTime(householdDay, tour), departurePeriod.Start + Global.Settings.Times.MinimumActivityDuration); tour.DestinationArrivalTime = departureTime - Global.Settings.Times.MinimumActivityDuration; tour.DestinationDepartureTime = departureTime; } else if (arrivalPeriod.End == departurePeriod.Start - 1) { tour.DestinationArrivalTime = arrivalPeriod.End; tour.DestinationDepartureTime = arrivalPeriod.End + Global.Settings.Times.MinimumActivityDuration; } else { tour.DestinationArrivalTime = arrivalPeriod.End; tour.DestinationDepartureTime = departurePeriod.Start; } } }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, TourWrapper tour, IParcelWrapper destinationParcel, int householdCars, int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null) { //private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, TourWrapper tour, // int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null) { var household = tour.Household; var person = tour.Person; var personDay = tour.PersonDay; var householdTotals = household.HouseholdTotals; // 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 householdCars = household.VehiclesAvailable; var noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars); var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars); var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars); var HHwithChildrenFlag = household.HasChildren.ToFlag(); var HHwithSmallChildrenFlag = household.HasChildrenUnder5.ToFlag(); var HHwithLowIncomeFlag = (household.Income >= 300000 && household.Income < 600000).ToFlag(); var HHwithMidleIncomeFlag = (household.Income >= 600000 && household.Income < 900000).ToFlag(); var HHwithHighIncomeFlag = (household.Income >= 900000).ToFlag(); var primaryFamilyTimeFlag = (householdDay == null) ? 0 : householdDay.PrimaryPriorityTimeFlag; // person inputs var partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag(); var nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag(); var universityStudentFlag = person.IsUniversityStudent.ToFlag(); var retiredAdultFlag = person.IsRetiredAdult.ToFlag(); var fullTimeWorkerFlag = person.IsFulltimeWorker.ToFlag(); var childAge5Through15Flag = person.IsChildAge5Through15.ToFlag(); var childUnder5Flag = person.IsChildUnder5.ToFlag(); var adultFlag = person.IsAdult.ToFlag(); var maleFlag = person.IsMale.ToFlag(); var femaleFlag = person.IsFemale.ToFlag(); var PTpass = person.TransitPassOwnership; // person-day inputs var homeBasedToursOnlyFlag = 1; var firstSimulatedHomeBasedTourFlag = 1; var laterSimulatedHomeBasedTourFlag = 0; var totalStops = 0; var totalSimulatedStops = 0; var escortStops = 0; var homeBasedTours = 1; var simulatedHomeBasedTours = 0; if (!(personDay == null)) { homeBasedToursOnlyFlag = personDay.OnlyHomeBasedToursExist().ToFlag(); firstSimulatedHomeBasedTourFlag = personDay.IsFirstSimulatedHomeBasedTour().ToFlag(); laterSimulatedHomeBasedTourFlag = personDay.IsLaterSimulatedHomeBasedTour().ToFlag(); totalStops = personDay.GetTotalStops(); totalSimulatedStops = personDay.GetTotalSimulatedStops(); escortStops = personDay.EscortStops; homeBasedTours = personDay.HomeBasedTours; simulatedHomeBasedTours = personDay.SimulatedHomeBasedTours; } // tour inputs var escortTourFlag = tour.IsEscortPurpose().ToFlag(); var shoppingTourFlag = tour.IsShoppingPurpose().ToFlag(); var socialTourFlag = tour.IsSocialPurpose().ToFlag(); var personalBusinessTourFlag = tour.IsPersonalBusinessPurpose().ToFlag(); var workTourFlag = tour.IsWorkPurpose().ToFlag(); var educationTourFlag = tour.IsSchoolPurpose().ToFlag(); var businessTourFlag = tour.IsBusinessPurpose().ToFlag(); var originParcel = tour.OriginParcel; //var destinationParcel = tour.DestinationParcel; var jointTourFlag = (tour.JointTourSequence > 0) ? 1 : 0; var partialHalfTour1Flag = (tour.PartialHalfTour1Sequence > 0) ? 1 : 0; var partialHalfTour2Flag = (tour.PartialHalfTour2Sequence > 0) ? 1 : 0; bool partialHalfTour = (tour.PartialHalfTour1Sequence > 0 || tour.PartialHalfTour2Sequence > 0); var fullHalfTour1Flag = (tour.FullHalfTour1Sequence > 0) ? 1 : 0; var fullHalfTour2Flag = (tour.FullHalfTour2Sequence > 0) ? 1 : 0; // remaining inputs //Initialize a few variables in case personDay is null // Higher priority tour of 2+ tours for the same purpose var highPrioritySameFlag = 0; // Lower priority tour(s) of 2+ tours for the same purpose var lowPrioritySameFlag = 0; // Higher priority tour of 2+ tours for different purposes var highPriorityDifferentFlag = 0; // Lower priority tour of 2+ tours for different purposes var lowPriorityDifferentFlag = 0; if (!(personDay == null)) { // Higher priority tour of 2+ tours for the same purpose highPrioritySameFlag = (tour.GetTotalToursByPurpose() > tour.GetTotalSimulatedToursByPurpose() && tour.GetTotalSimulatedToursByPurpose() == 1).ToFlag(); // Lower priority tour(s) of 2+ tours for the same purpose lowPrioritySameFlag = (tour.GetTotalSimulatedToursByPurpose() > 1).ToFlag(); // Higher priority tour of 2+ tours for different purposes highPriorityDifferentFlag = (personDay.IsFirstSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - highPrioritySameFlag); // Lower priority tour of 2+ tours for different purposes lowPriorityDifferentFlag = (personDay.IsLaterSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - lowPrioritySameFlag); } var timeWindow = (householdDay == null) ? new TimeWindow() : tour.GetRelevantTimeWindow(householdDay); var totalMinutesAvailableInDay = timeWindow.TotalAvailableMinutes(1, 1440); if (totalMinutesAvailableInDay < 0) { if (!Global.Configuration.IsInEstimationMode) { householdDay.IsValid = false; } totalMinutesAvailableInDay = 0; } int bigPeriodCount = DayPeriod.H_BIG_DAY_PERIOD_TOTAL_TOUR_TIMES; int nPeriodCombs = bigPeriodCount * (bigPeriodCount + 1) / 2; bool useTimeComponents = Global.Configuration.IsInEstimationMode || constrainedArrivalTime == 0 || constrainedDepartureTime == 0; int componentIndex = 0; int periodComb = -1; //set components if (useTimeComponents) { for (var arrivalPeriodIndex = 0; arrivalPeriodIndex < bigPeriodCount; arrivalPeriodIndex++) { var arrivalPeriod = DayPeriod.HBigDayPeriods[arrivalPeriodIndex]; var arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End); for (var departurePeriodIndex = arrivalPeriodIndex; departurePeriodIndex < bigPeriodCount; departurePeriodIndex++) { var departurePeriod = DayPeriod.HBigDayPeriods[departurePeriodIndex]; var departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End); if (arrivalPeriod == departurePeriod) { componentIndex = arrivalPeriodIndex; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); var arrivalComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (arrivalPeriodAvailableMinutes > 0) { var hoursArrival = arrivalPeriod.Middle / 60.0; var firstCoef = 300; arrivalComponent.AddUtilityTerm(300, Math.Log(arrivalPeriodAvailableMinutes)); //arrival shift variables arrivalComponent.AddUtilityTerm(firstCoef + 2, partTimeWorkerFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 3, nonworkingAdultFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 4, universityStudentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 5, retiredAdultFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 6, childAge5Through15Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 7, childUnder5Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 8, educationTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 9, escortTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 10, shoppingTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 11, businessTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 12, personalBusinessTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 13, socialTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 14, workTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 15, primaryFamilyTimeFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 16, HHwithLowIncomeFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 17, HHwithMidleIncomeFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 18, HHwithHighIncomeFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 19, highPrioritySameFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 20, lowPrioritySameFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 21, highPriorityDifferentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 22, lowPriorityDifferentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 23, jointTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 24, partialHalfTour1Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 25, fullHalfTour1Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 26, partialHalfTour2Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 27, fullHalfTour2Flag * hoursArrival); } componentIndex = bigPeriodCount + departurePeriodIndex; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); var departureComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (departurePeriodAvailableMinutes > 0) { departureComponent.AddUtilityTerm(300, Math.Log(departurePeriodAvailableMinutes)); } } // set period combination component periodComb++; componentIndex = 2 * bigPeriodCount + periodComb; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); var combinationComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (arrivalPeriodAvailableMinutes > 0 && departurePeriodAvailableMinutes > 0) { var hoursDuration = (departurePeriod.Middle - arrivalPeriod.Middle) / 60.0; var firstCoef = 700; //combination constants combinationComponent.AddUtilityTerm(firstCoef + periodComb, 1.0); // duration shift variables combinationComponent.AddUtilityTerm(firstCoef + 30, primaryFamilyTimeFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 31, escortTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 32, shoppingTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 33, educationTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 34, socialTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 35, personalBusinessTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 36, businessTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 37, workTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 38, highPrioritySameFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 39, lowPrioritySameFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 40, highPriorityDifferentFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 41, lowPriorityDifferentFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 42, partTimeWorkerFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 43, jointTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 44, partialHalfTour1Flag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 45, fullHalfTour1Flag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 46, partialHalfTour2Flag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 47, fullHalfTour2Flag * hoursDuration); // peak-to-peak variables if (arrivalPeriod.Index == DayPeriod.AM_PEAK && departurePeriod.Index == DayPeriod.PM_PEAK) { combinationComponent.AddUtilityTerm(firstCoef + 48, fullTimeWorkerFlag); combinationComponent.AddUtilityTerm(firstCoef + 49, partTimeWorkerFlag); combinationComponent.AddUtilityTerm(firstCoef + 50, maleFlag); } } } } } //for (var mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.WalkRideBike; mode++) { replaced 20171120 JLB for (var mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.PaidRideShare; mode++) { componentIndex = 2 * bigPeriodCount + nPeriodCombs + mode - 1; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); var modeComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); //if (mode == Global.Settings.Modes.SchoolBus) { // modeComponent.AddUtilityTerm(10, 1); //} if (mode == Global.Settings.Modes.Transit) { modeComponent.AddUtilityTerm(20, 1); modeComponent.AddUtilityTerm(21, femaleFlag); //modeComponent.AddUtilityTerm(22, retiredAdultFlag); modeComponent.AddUtilityTerm(22, PTpass); //GV: one person HH; 8. juni 2016 //modeComponent.AddUtilityTerm(23, onePersonHouseholdFlag); //GV: income effect is not with a correct sign //modeComponent.AddUtilityTerm(23, HHwithLowIncomeFlag); //modeComponent.AddUtilityTerm(24, HHwithMidleIncomeFlag); //modeComponent.AddUtilityTerm(25, HHwithHighIncomeFlag); //GV: not significant //modeComponent.AddUtilityTerm(26, childrenUnder5); //modeComponent.AddUtilityTerm(27, childrenAge5Through15); modeComponent.AddUtilityTerm(28, nonworkingAdults + retiredAdults); //modeComponent.AddUtilityTerm(26, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(29, carsLessThanDriversFlag); } else if (mode == Global.Settings.Modes.Hov3) { modeComponent.AddUtilityTerm(30, 1); modeComponent.AddUtilityTerm(31, childrenUnder5); modeComponent.AddUtilityTerm(32, childrenAge5Through15); modeComponent.AddUtilityTerm(33, nonworkingAdults + retiredAdults); modeComponent.AddUtilityTerm(34, femaleFlag); //modeComponent.AddUtilityTerm(38, onePersonHouseholdFlag); modeComponent.AddUtilityTerm(36, twoPersonHouseholdFlag); //GV: commented out 7. june 2016 //modeComponent.AddUtilityTerm(37, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(38, carsLessThanDriversFlag); } else if (mode == Global.Settings.Modes.Hov2) { modeComponent.AddUtilityTerm(40, 1); modeComponent.AddUtilityTerm(41, maleFlag); //modeComponent.AddUtilityTerm(41, onePersonHouseholdFlag); //GV: Testing coeff. 42-44 again, 26. may 2016, coeff. numbering changed modeComponent.AddUtilityTerm(42, childrenUnder5); modeComponent.AddUtilityTerm(43, childrenAge5Through15); modeComponent.AddUtilityTerm(44, nonworkingAdults + retiredAdults); //GV: these are significant and plus; 8. juni 2016 //modeComponent.AddUtilityTerm(45, HHwithLowIncomeFlag); //modeComponent.AddUtilityTerm(46, HHwithMidleIncomeFlag); //modeComponent.AddUtilityTerm(47, HHwithHighIncomeFlag); //GV coeff. numbering changed; 8. june 2016 - not significant //modeComponent.AddUtilityTerm(48, noCarsInHouseholdFlag); //modeComponent.AddUtilityTerm(49, carsLessThanDriversFlag); } else if (mode == Global.Settings.Modes.Sov) { modeComponent.AddUtilityTerm(50, 1); //not significant: modeComponent.AddUtilityTerm(51, maleFlag); modeComponent.AddUtilityTerm(52, fullTimeWorkerFlag); modeComponent.AddUtilityTerm(53, partTimeWorkerFlag); modeComponent.AddUtilityTerm(54, onePersonHouseholdFlag); //GV: these are NOT significant //modeComponent.AddUtilityTerm(55, HHwithLowIncomeFlag); //modeComponent.AddUtilityTerm(56, HHwithMidleIncomeFlag); //modeComponent.AddUtilityTerm(57, HHwithHighIncomeFlag); //GV: coeff. numbering changed, 26. may 2016 modeComponent.AddUtilityTerm(58, carsLessThanWorkersFlag); } else if (mode == Global.Settings.Modes.Bike) { modeComponent.AddUtilityTerm(60, 1); modeComponent.AddUtilityTerm(61, femaleFlag); //modeComponent.AddUtilityTerm(62, childrenUnder5); //GV: changed small kids to retired; 3. june 2016 modeComponent.AddUtilityTerm(62, retiredAdults); modeComponent.AddUtilityTerm(63, childAge5Through15Flag); //GV: 3. june 2016 - added "no cars in HH" for full/part_time workers modeComponent.AddUtilityTerm(64, fullTimeWorkerFlag + noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(65, partTimeWorkerFlag + noCarsInHouseholdFlag); //modeComponent.AddUtilityTerm(66, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(67, carsLessThanDriversFlag); //GV: university students; 3. june 2016 - not significant //modeComponent.AddUtilityTerm(68, universityStudentFlag); //GV: one person HH; 8. juni 2016 modeComponent.AddUtilityTerm(69, onePersonHouseholdFlag); } else if (mode == Global.Settings.Modes.Walk) { modeComponent.AddUtilityTerm(70, 1.0); //GV: Testing female variable again; 26. may 2016 - not sign. //modeComponent.AddUtilityTerm(71, femaleFlag); modeComponent.AddUtilityTerm(72, nonworkingAdults); //not sign.: modeComponent.AddUtilityTerm(73, retiredAdults); //GV: one person HH modeComponent.AddUtilityTerm(74, onePersonHouseholdFlag); //GV: not significant //modeComponent.AddUtilityTerm(76, noCarsInHouseholdFlag); //modeComponent.AddUtilityTerm(77, carsLessThanDriversFlag); } else if (mode == Global.Settings.Modes.ParkAndRide) { modeComponent.AddUtilityTerm(80, 1.0); } else if (mode == Global.Settings.Modes.CarKissRideWalk) { modeComponent.AddUtilityTerm(90, 1.0); } else if (mode == Global.Settings.Modes.BikeParkRideWalk) { modeComponent.AddUtilityTerm(100, 1.0); } else if (mode == Global.Settings.Modes.BikeParkRideBike) { modeComponent.AddUtilityTerm(110, 1.0); } else if (mode == Global.Settings.Modes.BikeOnTransit) { modeComponent.AddUtilityTerm(120, 1.0); } else if (mode == Global.Settings.Modes.CarParkRideBike) { modeComponent.AddUtilityTerm(130, 1.0); } else if (mode == Global.Settings.Modes.WalkRideBike) { modeComponent.AddUtilityTerm(140, 1.0); } else if (mode == Global.Settings.Modes.PaidRideShare) { //modeComponent.AddUtilityTerm(150, 1.0); 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); modeComponent.AddUtilityTerm(150, modeConstant); modeComponent.AddUtilityTerm(150, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag()); modeComponent.AddUtilityTerm(150, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag()); modeComponent.AddUtilityTerm(150, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag()); } //GV: Estimation of importance of "purpose" per mode - SOV is zero-alt and Work is zero-alt if (mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.Hov2 || mode == Global.Settings.Modes.Hov3 || mode == Global.Settings.Modes.Transit) { var firstCoef = 200 + 10 * mode; modeComponent.AddUtilityTerm(firstCoef + 0, escortTourFlag); modeComponent.AddUtilityTerm(firstCoef + 1, shoppingTourFlag); modeComponent.AddUtilityTerm(firstCoef + 2, educationTourFlag); modeComponent.AddUtilityTerm(firstCoef + 3, socialTourFlag); modeComponent.AddUtilityTerm(firstCoef + 4, personalBusinessTourFlag); modeComponent.AddUtilityTerm(firstCoef + 5, businessTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 6, workTourFlag); //GV: "work" is zero alternative modeComponent.AddUtilityTerm(firstCoef + 7, jointTourFlag); modeComponent.AddUtilityTerm(firstCoef + 8, Math.Min(partialHalfTour1Flag + partialHalfTour2Flag, 1.0)); modeComponent.AddUtilityTerm(firstCoef + 9, Math.Min(fullHalfTour1Flag + fullHalfTour2Flag, 1.0)); } } //loop on all alternatives, using modeTimes objects { foreach (var modeTimes in HTourModeTime.ModeTimes[ParallelUtility.GetBatchFromThreadId()]) { var arrivalPeriod = modeTimes.ArrivalPeriod; var arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End); var departurePeriod = modeTimes.DeparturePeriod; var departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End); periodComb = modeTimes.PeriodCombinationIndex; var mode = modeTimes.Mode; var altIndex = modeTimes.Index; //limit availability based on mode and tour purpose bool available = (mode == Global.Settings.Modes.BikeParkRideBike || mode == Global.Settings.Modes.CarParkRideBike || mode == Global.Settings.Modes.WalkRideBike) && (!(tour.IsWorkPurpose() || tour.IsSchoolPurpose())) ? false : true; //further limit availability on mode if (mode == Global.Settings.Modes.PaidRideShare && !Global.Configuration.PaidRideShareModeIsAvailable) { available = false; } //further limit availability if tour includes joint travel if ((tour.JointTourSequence > 0 || tour.FullHalfTour1Sequence > 0 || tour.FullHalfTour2Sequence > 0 || tour.PartialHalfTour1Sequence > 0 || tour.PartialHalfTour2Sequence > 0) && (mode > Global.Settings.Modes.Transit)) { available = false; } //further limit availability: kissAndRide and carParkRideBike are not supported available = (available == true) && (mode != Global.Settings.Modes.CarKissRideWalk) && (mode != Global.Settings.Modes.CarParkRideBike); //further limit availabillity based on time window variables and any constrained choices available = (available == true) && (modeTimes.LongestFeasibleWindow != null) && (mode > 0) //&& (mode <= Global.Settings.Modes.Transit) && (person.Age >= 18 || (modeTimes.Mode != Global.Settings.Modes.Sov && modeTimes.Mode != Global.Settings.Modes.HovDriver)) && (constrainedMode > 0 || mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.HovDriver || mode == Global.Settings.Modes.Transit || !partialHalfTour) && (constrainedMode <= 0 || constrainedMode == mode) && (constrainedArrivalTime <= 0 || (constrainedArrivalTime >= arrivalPeriod.Start && constrainedArrivalTime <= arrivalPeriod.End)) && (constrainedDepartureTime <= 0 || (constrainedDepartureTime >= departurePeriod.Start && constrainedDepartureTime <= departurePeriod.End)); var alternative = choiceProbabilityCalculator.GetAlternative(altIndex, available, choice != null && choice.Index == altIndex); alternative.Choice = modeTimes; // JLB added 20130420 //alternative.AddNestedAlternative(HTourModeTime.TOTAL_TOUR_MODE_TIMES + periodComb + 1, periodComb, THETA_PARAMETER); alternative.AddNestedAlternative(HTourModeTime.TotalTourModeTimes + mode, mode - 1, THETA_PARAMETER); //if (Global.Configuration.IsInEstimationMode && altIndex == choice.Index) { // Global.PrintFile.WriteLine("Aper Dper Mode {0} {1} {2} Travel Times {3} {4} Window {5} {6}", // arrivalPeriod.Index, departurePeriod.Index, mode, // modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1, // modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1, // modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1, // modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1); //} //Following code was used to test handling of partially joint half tours (JLB 20140603) //if (partialHalfTour) { // Global.PrintFile.WriteLine("HH pers {0} {1} avail {2} Aper Dper Mode {3} {4} {5} Travel Times {6} {7} Window {8} {9}", // household.Id, person.Sequence, // available, // arrivalPeriod.Index, departurePeriod.Index, mode, // modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1, // modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1, // modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1, // modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1); //} //if in application mode and combination is not available, can skip the rest if (!Global.Configuration.IsInEstimationMode && !alternative.Available) { continue; } if (useTimeComponents) { // arrival period utility component alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(arrivalPeriod.Index)); // departure period utility component alternative.AddUtilityComponent( choiceProbabilityCalculator.GetUtilityComponent(bigPeriodCount + departurePeriod.Index)); // period combination utility component alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + periodComb)); } // mode utility component alternative.AddUtilityComponent( choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + nPeriodCombs + mode - 1)); //even in estimation mode, do not need the rest of the code if not available if (!alternative.Available) { continue; } //GV and JB: the parking cost are handled as part of genaralised time var minimumTimeNeeded = modeTimes.TravelTimeToDestination + modeTimes.TravelTimeFromDestination + Global.Settings.Times.MinimumActivityDuration; alternative.AddUtilityTerm(1, modeTimes.GeneralizedTimeToDestination + modeTimes.GeneralizedTimeFromDestination); //alternative.AddUtilityTerm(3, // Math.Log(modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start - // minimumTimeNeeded + 1.0)); // JLB 20140204 replaced coeff 3 with a different time window formulation: time pressure // instead of having positive utility for increasing time window, have negative utility for decreasing time window alternative.AddUtilityTerm(3, Math.Log(Math.Max(Constants.EPSILON, 1 - Math.Pow(minimumTimeNeeded / (Math.Min(840, modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start)), 0.8) ))); alternative.AddUtilityTerm(4, Math.Log((totalMinutesAvailableInDay + 1.0) / (minimumTimeNeeded + 1.0))); alternative.AddUtilityTerm(5, (maleFlag == 0 && mode == Global.Settings.Modes.Walk && arrivalPeriod.Index >= DayPeriod.EVENING) ? 1 : 0); if (altIndex == 0) { alternative.AddUtilityTerm(998, tour.DestinationPurpose); alternative.AddUtilityTerm(999, (tour.ParentTour == null) ? 0 : 1); } } } }