//MBADD runnested public ChoiceProbabilityCalculator.Alternative RunNested(IPersonWrapper person, IParcelWrapper originParcel, IParcelWrapper destinationParcel, int destinationArrivalTime, int destinationDepartureTime, int householdCars, double transitDiscountFraction) { if (person == null) { throw new ArgumentNullException("person"); } ITourWrapper tour = _creator.CreateWrapper(person, null, originParcel, destinationParcel, destinationArrivalTime, destinationDepartureTime, Global.Settings.Purposes.Work); return(RunNested(tour, destinationParcel, householdCars, transitDiscountFraction)); }
private Vote GetPersonVote(IPersonWrapper person) { if (person == null) { throw new ArgumentNullException(nameof(person)); } var votes = _voteRepository.FindByInclude(v => v.PersonId == ((PersonWrapper)person).Model.Id, c => c.VotedCandidates); var vote = votes.FirstOrDefault(); return(vote); }
protected override IPersonDayWrapper CreatePersonDay(IPersonWrapper person) { return(new PersonDayWrapper(new PersonDay { Id = person.Id, // ++_nextPersonDayId, PersonId = person.Id, HouseholdDayId = _householdDay.Id, HouseholdId = _householdDay.HouseholdId, PersonSequence = person.Sequence, Day = _householdDay.Day }, person, this)); }
private IPersonDayWrapper CreatePersonDay(IPersonWrapper person) { var model = _personDayCreator.CreateModel(); model.Id = person.Id; model.PersonId = person.Id; model.HouseholdDayId = Id; model.HouseholdId = HouseholdId; model.PersonSequence = person.Sequence; model.Day = Day; return(_personDayCreator.CreateWrapper(model, person, this)); }
private void PrepareReadOnly(IPersonWrapper person) { if (person == null) { throw new ArgumentNullException(nameof(person)); } var vote = GetPersonVote(person); if (vote != null && vote.IsConfirmed) { IsReadOnly = true; } }
public PersonDayWrapper(IPersonDay personDay, IPersonWrapper personWrapper, IHouseholdDayWrapper householdDayWrapper) { _personDay = personDay; _exporter = Global .Kernel .Get <IPersistenceFactory <IPersonDay> >() .Exporter; // person day fields _personDayCreator = Global .Kernel .Get <IWrapperFactory <IPersonDayCreator> >() .Creator; // tour fields _tourReader = Global .Kernel .Get <IPersistenceFactory <ITour> >() .Reader; _tourCreator = Global .Kernel .Get <IWrapperFactory <ITourCreator> >() .Creator; // relations properties Household = personWrapper.Household; Person = personWrapper; HouseholdDay = householdDayWrapper; // domain model properies SetExpansionFactor(); // flags/choice model/etc. properties TimeWindow = new TimeWindow(); }
public void Run(IPersonWrapper person) { if (person == null) { throw new ArgumentNullException("person"); } person.ResetRandom(3); if (Global.Configuration.IsInEstimationMode) { if (!_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode) { return; } } ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(person.Id); if (_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode) { if (person.TransitPassOwnership > 1) { person.TransitPassOwnership = 1; } //recoding to allow for multiple types of transit passes for codes >0 if (person.TransitPassOwnership < 0 || person.TransitPassOwnership > 1) { return; } RunModel(choiceProbabilityCalculator, person, person.TransitPassOwnership); choiceProbabilityCalculator.WriteObservation(); } else { RunModel(choiceProbabilityCalculator, person); ChoiceProbabilityCalculator.Alternative chosenAlternative = choiceProbabilityCalculator.SimulateChoice(person.Household.RandomUtility); int choice = (int)chosenAlternative.Choice; person.TransitPassOwnership = choice; } }
public void Run(IPersonWrapper person) { if (person == null) { throw new ArgumentNullException("person"); } person.ResetRandom(2); if (Global.Configuration.IsInEstimationMode) { if (!_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode) { return; } } var choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(person.Id); if (_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode) { if (person.PaidParkingAtWorkplace < 0 || person.PaidParkingAtWorkplace > 1) { return; } RunModel(choiceProbabilityCalculator, person, person.PaidParkingAtWorkplace); choiceProbabilityCalculator.WriteObservation(); } else { RunModel(choiceProbabilityCalculator, person); var chosenAlternative = choiceProbabilityCalculator.SimulateChoice(person.Household.RandomUtility); var choice = (int)chosenAlternative.Choice; person.PaidParkingAtWorkplace = choice; } }
public void Run(IPersonWrapper person) { if (person == null) { throw new ArgumentNullException("person"); } person.ResetRandom(3); if (Global.Configuration.IsInEstimationMode) { if (!_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode) { return; } } var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetChoiceProbabilityCalculator(person.Id); if (_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode) { if (person.TransitPassOwnership < 0 || person.TransitPassOwnership > 1) { return; } RunModel(choiceProbabilityCalculator, person, person.TransitPassOwnership); choiceProbabilityCalculator.WriteObservation(); } else { RunModel(choiceProbabilityCalculator, person); var chosenAlternative = choiceProbabilityCalculator.SimulateChoice(person.Household.RandomUtility); var choice = (int)chosenAlternative.Choice; person.TransitPassOwnership = choice; } }
public void Run(IPersonWrapper person) { if (person == null) { throw new ArgumentNullException("person"); } person.ResetRandom(5); if (Global.Configuration.IsInEstimationMode) { if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME) { return; } ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(person.Id); RunModel(choiceProbabilityCalculator, person); choiceProbabilityCalculator.WriteObservation(); } else { ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(person.Id); RunModel(choiceProbabilityCalculator, person); ChoiceProbabilityCalculator.Alternative chosenAlternative = choiceProbabilityCalculator.SimulateChoice(person.Household.RandomUtility); if (chosenAlternative == null) { Global.PrintFile.WriteNoAlternativesAvailableWarning(CHOICE_MODEL_NAME, "Run", person.Id); return; } int choice = (int)chosenAlternative.Choice; } }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, int sampleSize, IParcelWrapper choice = null) { IHouseholdWrapper 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(); int 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); IParcelWrapper excludedParcel = person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId || tour.DestinationPurpose != Global.Settings.Purposes.Work || tour.GetTourCategory() == Global.Settings.TourCategories.WorkBased ? null : person.UsualWorkParcel; DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, tour.OriginParcel, excludedParcel, excludedParcel); TourDestinationUtilities tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, primaryFlag, secondaryFlag, fastestAvailableTimeOfDay, maxAvailableMinutes); destinationSampler.SampleTourDestinations(tourDestinationUtilities); }
private bool CandidateHasVote(Business.DTOs.Candidate candidate, IPersonWrapper person) { if (candidate == null) { throw new ArgumentNullException(nameof(candidate)); } if (person == null) { throw new ArgumentNullException(nameof(person)); } var vote = GetPersonVote(person); if (vote == null) { return(false); } var result = vote.VotedCandidates.Any(c => c.Name == candidate.name && c.Party == candidate.party); return(result); }
protected override void RegionSpecificCustomizations(ChoiceProbabilityCalculator.Alternative alternative, IPersonWrapper _person, IParcelWrapper destinationParcel) { //areas int o_int_paphi = (_person.Household.ResidenceParcel.ZoneKey <= 4000).ToFlag(); int o_int_paoth = (_person.Household.ResidenceParcel.ZoneKey <= 18000).ToFlag() * (1 - o_int_paphi); int o_int_nj = (_person.Household.ResidenceParcel.ZoneKey > 18000 && _person.Household.ResidenceParcel.ZoneKey <= 30000).ToFlag(); int o_ext_pa = (_person.Household.ResidenceParcel.ZoneKey > 50000 && _person.Household.ResidenceParcel.ZoneKey <= 53000).ToFlag(); int o_ext_nnj = (_person.Household.ResidenceParcel.ZoneKey > 53000 && _person.Household.ResidenceParcel.ZoneKey <= 56000).ToFlag(); int o_ext_snj = (_person.Household.ResidenceParcel.ZoneKey > 56000 && _person.Household.ResidenceParcel.ZoneKey <= 58000).ToFlag(); int o_ext_oth = (_person.Household.ResidenceParcel.ZoneKey > 58000).ToFlag(); int d_int_paphi = (destinationParcel.ZoneKey <= 4000).ToFlag(); int d_int_paoth = (destinationParcel.ZoneKey <= 18000).ToFlag() * (1 - d_int_paphi); int d_int_nj = (destinationParcel.ZoneKey > 18000 && destinationParcel.ZoneKey <= 30000).ToFlag(); int d_ext_pa = (destinationParcel.ZoneKey > 50000 && destinationParcel.ZoneKey <= 53000).ToFlag(); int d_ext_nnj = (destinationParcel.ZoneKey > 53000 && destinationParcel.ZoneKey <= 56000).ToFlag(); int d_ext_snj = (destinationParcel.ZoneKey > 56000 && destinationParcel.ZoneKey <= 58000).ToFlag(); int d_ext_oth = (destinationParcel.ZoneKey > 58000).ToFlag(); int cbdDest = destinationParcel.CBD_AreaType_Buffer1(); double distanceFromOrigin = _person.Household.ResidenceParcel.DistanceFromOrigin(destinationParcel, Global.Settings.Times.EightAM); alternative.AddUtilityTerm(121, o_int_nj * distanceFromOrigin); alternative.AddUtilityTerm(122, o_int_paoth * distanceFromOrigin); alternative.AddUtilityTerm(123, cbdDest * distanceFromOrigin); alternative.AddUtilityTerm(124, cbdDest); alternative.AddUtilityTerm(125, cbdDest * (_person.Household.Income < 50000).ToFlag()); alternative.AddUtilityTerm(126, cbdDest * (_person.Household.Income >= 100000).ToFlag()); alternative.AddUtilityTerm(131, o_int_paphi * d_int_paphi); alternative.AddUtilityTerm(132, o_int_paphi * d_int_paoth); alternative.AddUtilityTerm(133, o_int_paphi * d_int_nj); alternative.AddUtilityTerm(134, o_int_paphi * d_ext_pa); alternative.AddUtilityTerm(135, o_int_paphi * d_ext_nnj); alternative.AddUtilityTerm(136, o_int_paphi * d_ext_oth); alternative.AddUtilityTerm(137, o_int_paphi * d_ext_snj); alternative.AddUtilityTerm(141, o_int_paoth * d_int_paphi); alternative.AddUtilityTerm(142, o_int_paoth * d_int_paoth); alternative.AddUtilityTerm(143, o_int_paoth * d_int_nj); alternative.AddUtilityTerm(144, o_int_paoth * d_ext_pa); alternative.AddUtilityTerm(145, o_int_paoth * d_ext_nnj); alternative.AddUtilityTerm(146, o_int_paoth * d_ext_oth); alternative.AddUtilityTerm(147, o_int_paoth * d_ext_snj); alternative.AddUtilityTerm(151, o_int_nj * d_int_paphi); alternative.AddUtilityTerm(152, o_int_nj * d_int_paoth); alternative.AddUtilityTerm(153, o_int_nj * d_int_nj); alternative.AddUtilityTerm(154, o_int_nj * d_ext_pa); alternative.AddUtilityTerm(155, o_int_nj * d_ext_nnj); alternative.AddUtilityTerm(156, o_int_nj * d_ext_oth); alternative.AddUtilityTerm(157, o_int_nj * d_ext_snj); alternative.AddUtilityTerm(161, o_ext_pa * d_int_paphi); alternative.AddUtilityTerm(162, o_ext_pa * d_int_paoth); alternative.AddUtilityTerm(163, o_ext_pa * d_int_nj); alternative.AddUtilityTerm(164, o_ext_pa * d_ext_pa); alternative.AddUtilityTerm(165, o_ext_pa * d_ext_nnj); alternative.AddUtilityTerm(166, o_ext_pa * d_ext_oth); alternative.AddUtilityTerm(167, o_ext_pa * d_ext_snj); alternative.AddUtilityTerm(171, o_ext_nnj * d_int_paphi); alternative.AddUtilityTerm(172, o_ext_nnj * d_int_paoth); alternative.AddUtilityTerm(173, o_ext_nnj * d_int_nj); alternative.AddUtilityTerm(174, o_ext_nnj * d_ext_pa); alternative.AddUtilityTerm(175, o_ext_nnj * d_ext_nnj); alternative.AddUtilityTerm(176, o_ext_nnj * d_ext_oth); alternative.AddUtilityTerm(177, o_ext_nnj * d_ext_snj); alternative.AddUtilityTerm(181, o_ext_oth * d_int_paphi); alternative.AddUtilityTerm(182, o_ext_oth * d_int_paoth); alternative.AddUtilityTerm(183, o_ext_oth * d_int_nj); alternative.AddUtilityTerm(184, o_ext_oth * d_ext_pa); alternative.AddUtilityTerm(185, o_ext_oth * d_ext_nnj); alternative.AddUtilityTerm(186, o_ext_oth * d_ext_oth); alternative.AddUtilityTerm(187, o_ext_oth * d_ext_snj); alternative.AddUtilityTerm(191, o_ext_snj * d_int_paphi); alternative.AddUtilityTerm(192, o_ext_snj * d_int_paoth); alternative.AddUtilityTerm(193, o_ext_snj * d_int_nj); alternative.AddUtilityTerm(194, o_ext_snj * d_ext_pa); alternative.AddUtilityTerm(195, o_ext_snj * d_ext_nnj); alternative.AddUtilityTerm(196, o_ext_snj * d_ext_oth); alternative.AddUtilityTerm(197, o_ext_snj * d_ext_snj); //int origState = _person.Household.ResidenceParcel.District; //int destState = destinationParcel.District; //int bridgeFromNJ = (origState == 34 && destState > 0 && destState != 34).ToFlag(); //int bridgeToNJ = (destState == 34 && origState > 0 && origState != 34).ToFlag(); //alternative.AddUtilityTerm(91, bridgeFromNJ); //alternative.AddUtilityTerm(92, bridgeToNJ); }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, IEnumerable <IPathTypeModel> pathTypeModels, IParcelWrapper destinationParcel, int householdCars, int choice = Constants.DEFAULT_VALUE) { IHouseholdWrapper household = tour.Household; IPersonWrapper person = tour.Person; IPersonDayWrapper personDay = tour.PersonDay; // household inputs int income0To25KFlag = household.Has0To25KIncome.ToFlag(); int income25To50KFlag = household.Has25To50KIncome.ToFlag(); int income75KPlusFlag = household.Has75KPlusIncome.ToFlag(); int incomeOver100Flag = household.Has100KPlusIncome.ToFlag(); int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag(); int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag(); int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars); int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars); int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars); // person inputs int childUnder5Flag = person.IsChildUnder5.ToFlag(); int adultFlag = person.IsAdult.ToFlag(); int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag(); int maleFlag = person.IsMale.ToFlag(); // remaining inputs IParcelWrapper originParcel = tour.OriginParcel; double destinationParkingCost = destinationParcel.ParkingCostBuffer1(6); ChoiceModelUtility.SetEscortPercentages(personDay, out double escortPercentage, out double nonEscortPercentage); // school bus is a special case - use HOV3 impedance { IPathTypeModel pathTypeExtra = pathTypeModels.First(x => x.Mode == Global.Settings.Modes.Hov3); int modeExtra = Global.Settings.Modes.SchoolBus; bool availableExtra = pathTypeExtra.Available; double generalizedTimeLogsumExtra = pathTypeExtra.GeneralizedTimeLogsum; ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(modeExtra, availableExtra, choice == modeExtra); alternative.Choice = modeExtra; alternative.AddNestedAlternative(_nestedAlternativeIds[modeExtra], _nestedAlternativeIndexes[modeExtra], THETA_PARAMETER); if (availableExtra) { // case Global.Settings.Modes.SchoolBus: alternative.AddUtilityTerm(2, generalizedTimeLogsumExtra * tour.TimeCoefficient); alternative.AddUtilityTerm(10, 1); alternative.AddUtilityTerm(11, noCarsInHouseholdFlag); // for calibration alternative.AddUtilityTerm(13, carsLessThanDriversFlag); // for calibration alternative.AddUtilityTerm(17, childUnder5Flag); alternative.AddUtilityTerm(18, adultFlag); } } foreach (IPathTypeModel pathTypeModel in pathTypeModels) { int mode = pathTypeModel.Mode; bool available = (pathTypeModel.Mode != Global.Settings.Modes.ParkAndRide || Global.Configuration.IncludeParkAndRideInSchoolTourModeModel) && (pathTypeModel.Mode != Global.Settings.Modes.PaidRideShare || Global.Configuration.PaidRideShareModeIsAvailable) && pathTypeModel.Available; double generalizedTimeLogsum = pathTypeModel.GeneralizedTimeLogsum; ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(mode, available, choice == mode); alternative.Choice = mode; alternative.AddNestedAlternative(_nestedAlternativeIds[mode], _nestedAlternativeIndexes[mode], THETA_PARAMETER); if (!available) { continue; } double modeTimeCoefficient = (Global.Configuration.AV_IncludeAutoTypeChoice && household.OwnsAutomatedVehicles > 0 && mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3) ? tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : (mode == Global.Settings.Modes.PaidRideShare && Global.Configuration.AV_PaidRideShareModeUsesAVs) ? tour.TimeCoefficient * (1.0 - Global.Configuration.AV_InVehicleTimeCoefficientDiscountFactor) : tour.TimeCoefficient; alternative.AddUtilityTerm(2, generalizedTimeLogsum * modeTimeCoefficient); if (mode == Global.Settings.Modes.ParkAndRide) { alternative.AddUtilityTerm(5, 1); alternative.AddUtilityTerm(6, noCarsInHouseholdFlag); alternative.AddUtilityTerm(7, carsLessThanWorkersFlag); alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1()); } else if (mode == Global.Settings.Modes.Transit) { alternative.AddUtilityTerm(20, 1); alternative.AddUtilityTerm(21, noCarsInHouseholdFlag); alternative.AddUtilityTerm(22, carsLessThanDriversFlag); alternative.AddUtilityTerm(27, childUnder5Flag); alternative.AddUtilityTerm(28, adultFlag); alternative.AddUtilityTerm(29, drivingAgeStudentFlag); alternative.AddUtilityTerm(129, destinationParcel.MixedUse2Index1()); alternative.AddUtilityTerm(128, destinationParcel.TotalEmploymentDensity1()); alternative.AddUtilityTerm(123, (tour.OriginParcel.DistanceToFerry > 0 && tour.OriginParcel.DistanceToFerry <= 0.5).ToFlag()); alternative.AddUtilityTerm(124, (destinationParcel.DistanceToFerry > 0 && destinationParcel.DistanceToFerry <= 0.5).ToFlag()); //alternative.AddUtilityTerm(125, 0.001 * originParcel.NetIntersectionDensity1() // + 0.0001 * originParcel.HouseholdDensity1() // + 1.0 * originParcel.MixedUse4Index1()); //alternative.AddUtilityTerm(126, 1.0 * destinationParcel.MixedUse4Index1() // + 0.00001 * destinationParcel.TotalEmploymentDensity1() // + 0.001 * destinationParcel.NetIntersectionDensity1()); // alternative.AddUtilityTerm(127, destinationParcel.NetIntersectionDensity1()); // alternative.AddUtilityTerm(126, originParcel.NetIntersectionDensity1()); // alternative.AddUtilityTerm(125, originParcel.HouseholdDensity1()); // alternative.AddUtilityTerm(124, originParcel.MixedUse2Index1()); // alternative.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1+1)); alternative.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1)); } else if (mode == Global.Settings.Modes.Hov3) { alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT3)); alternative.AddUtilityTerm(30, 1); alternative.AddUtilityTerm(37, twoPersonHouseholdFlag); alternative.AddUtilityTerm(37, onePersonHouseholdFlag); alternative.AddUtilityTerm(36, noCarsInHouseholdFlag); // for calibration of hov3 vs hov2 alternative.AddUtilityTerm(35, carsLessThanDriversFlag); // for calibration of hov3 vs hov2 alternative.AddUtilityTerm(41, noCarsInHouseholdFlag); alternative.AddUtilityTerm(44, income0To25KFlag); alternative.AddUtilityTerm(45, income25To50KFlag); alternative.AddUtilityTerm(47, childUnder5Flag); alternative.AddUtilityTerm(133, escortPercentage); alternative.AddUtilityTerm(134, nonEscortPercentage); } else if (mode == Global.Settings.Modes.Hov2) { alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient / ChoiceModelUtility.CPFACT2)); alternative.AddUtilityTerm(38, onePersonHouseholdFlag); alternative.AddUtilityTerm(40, 1); alternative.AddUtilityTerm(41, noCarsInHouseholdFlag); alternative.AddUtilityTerm(42, carsLessThanDriversFlag); // for calibration alternative.AddUtilityTerm(44, income0To25KFlag); alternative.AddUtilityTerm(45, income25To50KFlag); alternative.AddUtilityTerm(47, childUnder5Flag); alternative.AddUtilityTerm(133, escortPercentage); alternative.AddUtilityTerm(134, nonEscortPercentage); } else if (mode == Global.Settings.Modes.Sov) { alternative.AddUtilityTerm(1, (destinationParkingCost * tour.CostCoefficient)); alternative.AddUtilityTerm(50, 1); alternative.AddUtilityTerm(52, carsLessThanDriversFlag); alternative.AddUtilityTerm(54, income0To25KFlag); alternative.AddUtilityTerm(56, income75KPlusFlag); alternative.AddUtilityTerm(59, drivingAgeStudentFlag); alternative.AddUtilityTerm(131, escortPercentage); alternative.AddUtilityTerm(132, nonEscortPercentage); } else if (mode == Global.Settings.Modes.Bike) { double class1Dist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ? ImpedanceRoster.GetValue("class1distance", mode, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable : 0; double class2Dist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ? ImpedanceRoster.GetValue("class2distance", mode, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable : 0; double worstDist = Global.Configuration.PathImpedance_BikeUseTypeSpecificDistanceFractions ? ImpedanceRoster.GetValue("worstdistance", mode, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, tour.DestinationArrivalTime, originParcel, destinationParcel).Variable : 0; alternative.AddUtilityTerm(60, 1); alternative.AddUtilityTerm(61, maleFlag); alternative.AddUtilityTerm(67, noCarsInHouseholdFlag); //for calibration alternative.AddUtilityTerm(68, carsLessThanDriversFlag); //for calibration alternative.AddUtilityTerm(69, adultFlag); alternative.AddUtilityTerm(169, destinationParcel.MixedUse4Index1()); alternative.AddUtilityTerm(168, destinationParcel.TotalEmploymentDensity1()); alternative.AddUtilityTerm(167, destinationParcel.NetIntersectionDensity1()); alternative.AddUtilityTerm(166, originParcel.NetIntersectionDensity1()); alternative.AddUtilityTerm(165, originParcel.HouseholdDensity1()); alternative.AddUtilityTerm(164, originParcel.MixedUse4Index1()); alternative.AddUtilityTerm(161, (class1Dist > 0).ToFlag()); alternative.AddUtilityTerm(162, (class2Dist > 0).ToFlag()); alternative.AddUtilityTerm(163, (worstDist > 0).ToFlag()); alternative.AddUtilityTerm(170, 1.0 * destinationParcel.MixedUse4Index1() + 0.00002 * destinationParcel.TotalEmploymentDensity1() + 0.001 * destinationParcel.NetIntersectionDensity1() + 0.001 * originParcel.NetIntersectionDensity1() + 0.0002 * originParcel.HouseholdDensity1() + 1.0 * originParcel.MixedUse4Index1()); } else if (mode == Global.Settings.Modes.Walk) { alternative.AddUtilityTerm(70, 1); alternative.AddUtilityTerm(77, noCarsInHouseholdFlag); //for calibration alternative.AddUtilityTerm(78, carsLessThanDriversFlag); //for calibration alternative.AddUtilityTerm(79, adultFlag); alternative.AddUtilityTerm(179, destinationParcel.MixedUse4Index1()); alternative.AddUtilityTerm(178, destinationParcel.TotalEmploymentDensity1()); alternative.AddUtilityTerm(177, destinationParcel.NetIntersectionDensity1()); alternative.AddUtilityTerm(176, originParcel.NetIntersectionDensity1()); alternative.AddUtilityTerm(175, originParcel.HouseholdDensity1()); alternative.AddUtilityTerm(179, originParcel.MixedUse4Index1()); alternative.AddUtilityTerm(181, 1.0 * destinationParcel.MixedUse4Index1() + 0.00001 * destinationParcel.TotalEmploymentDensity1() + 0.001 * destinationParcel.NetIntersectionDensity1() + 0.001 * originParcel.NetIntersectionDensity1() + 0.0001 * originParcel.HouseholdDensity1() + 1.0 * originParcel.MixedUse4Index1()); } else if (mode == Global.Settings.Modes.PaidRideShare) { if (Global.Configuration.PaidRideshare_UseEstimatedInsteadOfAssertedCoefficients) { alternative.AddUtilityTerm(80, 1.0); alternative.AddUtilityTerm(81, noCarsInHouseholdFlag); //for calibration alternative.AddUtilityTerm(82, carsLessThanDriversFlag); //for calibration alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween26And35.ToFlag()); alternative.AddUtilityTerm(83, tour.Person.AgeIsBetween18And25.ToFlag()); alternative.AddUtilityTerm(84, (tour.Person.Age < 18).ToFlag()); //alternative.AddUtilityTerm(81, tour.Person.AgeIsBetween26And35.ToFlag()); alternative.AddUtilityTerm(85, originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2); alternative.AddUtilityTerm(86, destinationParcel.HouseholdsBuffer2 + destinationParcel.StudentsUniversityBuffer2 + destinationParcel.EmploymentTotalBuffer2); alternative.AddUtilityTerm(87, income0To25KFlag); alternative.AddUtilityTerm(88, incomeOver100Flag); } else { double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs ? Global.Configuration.AV_PaidRideShare_ModeConstant + Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, (Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000) + Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag() : Global.Configuration.PaidRideShare_ModeConstant + Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, (Global.Configuration.PaidRideShare_DensityMeasureCapValue > 0) ? Global.Configuration.PaidRideShare_DensityMeasureCapValue : 6000); alternative.AddUtilityTerm(90, modeConstant); alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag()); alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag()); alternative.AddUtilityTerm(90, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag()); } } RegionSpecificCustomizations(alternative, tour, pathTypeModel.PathType, mode, destinationParcel); } }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITourWrapper tour, int nCallsForTour, int choice = Constants.DEFAULT_VALUE) { IPersonWrapper person = tour.Person; IPersonDayWrapper personDay = tour.PersonDay; // var foodRetailServiceMedicalQtrMileLog = tour.DestinationParcel.FoodRetailServiceMedicalQtrMileLogBuffer1(); // var mixedUseIndex = tour.DestinationParcel.MixedUse4Index1(); double k8HighSchoolQtrMileLog = tour.DestinationParcel.K8HighSchoolQtrMileLogBuffer1(); int carOwnership = person.GetCarOwnershipSegment(); int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership); int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); // var notUsualWorkParcelFlag = tour.DestinationParcel.NotUsualWorkParcelFlag(person.UsualWorkParcelId); int votALSegment = tour.GetVotALSegment(); int workTaSegment = tour.DestinationParcel.TransitAccessSegment(); double workAggregateLogsum = Global.AggregateLogsums[tour.DestinationParcel.ZoneId] [Global.Settings.Purposes.WorkBased][carOwnership][votALSegment][workTaSegment]; // NONE_OR_HOME ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome); alternative.Choice = Global.Settings.Purposes.NoneOrHome; alternative.AddUtilityTerm(15, (nCallsForTour > 1).ToFlag()); alternative.AddUtilityTerm(16, Math.Log(personDay.HomeBasedTours)); alternative.AddUtilityTerm(18, personDay.TwoOrMoreWorkToursExist().ToFlag()); // alternative.AddUtility(19, notUsualWorkParcelFlag); alternative.AddUtilityTerm(22, noCarsFlag); alternative.AddUtilityTerm(23, carCompetitionFlag); alternative.AddUtilityTerm(32, workAggregateLogsum); // alternative.AddUtility(32, mixedUseIndex); alternative.AddNestedAlternative(11, 0, 50); // WORK alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, personDay.WorkStops > 0, choice == Global.Settings.Purposes.Work); alternative.Choice = Global.Settings.Purposes.Work; alternative.AddUtilityTerm(1, 1); alternative.AddNestedAlternative(12, 1, 50); // SCHOOL alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, personDay.SchoolStops > 0, choice == Global.Settings.Purposes.School); alternative.Choice = Global.Settings.Purposes.School; alternative.AddUtilityTerm(3, 1); alternative.AddNestedAlternative(12, 1, 50); // ESCORT alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, personDay.EscortStops > 0, choice == Global.Settings.Purposes.Escort); alternative.Choice = Global.Settings.Purposes.Escort; alternative.AddUtilityTerm(4, 1); alternative.AddUtilityTerm(39, k8HighSchoolQtrMileLog); alternative.AddNestedAlternative(12, 1, 50); // PERSONAL_BUSINESS alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, personDay.PersonalBusinessStops > 0, choice == Global.Settings.Purposes.PersonalBusiness); alternative.Choice = Global.Settings.Purposes.PersonalBusiness; alternative.AddUtilityTerm(6, 1); alternative.AddNestedAlternative(12, 1, 50); // SHOPPING alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, personDay.ShoppingStops > 0, choice == Global.Settings.Purposes.Shopping); alternative.Choice = Global.Settings.Purposes.Shopping; alternative.AddUtilityTerm(8, 1); alternative.AddNestedAlternative(12, 1, 50); // MEAL alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, personDay.MealStops > 0, choice == Global.Settings.Purposes.Meal); alternative.Choice = Global.Settings.Purposes.Meal; alternative.AddUtilityTerm(10, 1); alternative.AddNestedAlternative(12, 1, 50); // SOCIAL alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, personDay.SocialStops > 0, choice == Global.Settings.Purposes.Social); alternative.Choice = Global.Settings.Purposes.Social; alternative.AddUtilityTerm(13, 1); alternative.AddNestedAlternative(12, 1, 50); }
public TourWrapper(ITour tour, IPersonWrapper personWrapper, IPersonDayWrapper personDayWrapper, IParcelWrapper originParcel, IParcelWrapper destinationParcel, int destinationArrivalTime, int destinationDepartureTime, int destinationPurpose) : base(tour, personWrapper, personDayWrapper, originParcel, destinationParcel, destinationArrivalTime, destinationDepartureTime, destinationPurpose) { _tour = (ILDTour)tour; }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITripWrapper trip, TripTime choice = null) { IPersonWrapper person = trip.Person; IPersonDayWrapper personDay = trip.PersonDay; ITourWrapper tour = trip.Tour; // person inputs int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag(); int nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag(); int universityStudentFlag = person.IsUniversityStudent.ToFlag(); int retiredAdultFlag = person.IsRetiredAdult.ToFlag(); int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag(); int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag(); int childUnder5Flag = person.IsChildUnder5.ToFlag(); // set tour inputs int workTourFlag = tour.IsWorkPurpose().ToFlag(); int notWorkTourFlag = (!tour.IsWorkPurpose()).ToFlag(); int notHomeBasedTourFlag = (!tour.IsHomeBasedTour).ToFlag(); // set trip inputs bool originChangeMode = trip.Sequence > 1 && trip.GetPreviousTrip().DestinationPurpose == Global.Settings.Purposes.ChangeMode; int originWorkFlag = trip.IsWorkOriginPurpose().ToFlag(); int originSchoolFlag = trip.IsSchoolOriginPurpose().ToFlag(); int originEscortFlag = trip.IsEscortOriginPurpose().ToFlag(); int originShoppingFlag = trip.IsShoppingOriginPurpose().ToFlag(); int originPersonalBusinessFlag = trip.IsPersonalBusinessOriginPurpose().ToFlag(); int originMealFlag = trip.IsMealOriginPurpose().ToFlag(); int originSocialFlag = trip.IsSocialOriginPurpose().ToFlag(); int sovOrHovTripFlag = trip.UsesSovOrHovModes().ToFlag(); int transitTripFlag = trip.IsTransitMode().ToFlag(); int halfTourFromOriginFlag = trip.IsHalfTourFromOrigin.ToFlag(); int halfTourFromDestinationFlag = (!trip.IsHalfTourFromOrigin).ToFlag(); // set remaining inputs ITimeWindow timeWindow = tour.IsHomeBasedTour ? personDay.TimeWindow : tour.ParentTour.TimeWindow; ITripModeImpedance[] impedances = trip.GetTripModeImpedances(); int remainingToursCount = personDay.HomeBasedTours - personDay.GetTotalSimulatedTours(); int tripRemainingInHalfTour = (trip.DestinationParcel != null && trip.DestinationParcel != tour.OriginParcel).ToFlag(); // we don't know exact # for (int arrivalPeriodIndex = 1; arrivalPeriodIndex < DayPeriod.SmallDayPeriods.Length; arrivalPeriodIndex++) { MinuteSpan arrivalPeriod = DayPeriod.SmallDayPeriods[arrivalPeriodIndex]; int previousArrivalTime = trip.GetPreviousTrip().ArrivalTime; if (previousArrivalTime < arrivalPeriod.Start || previousArrivalTime > arrivalPeriod.End) { continue; } ITripModeImpedance arrivalImpedance = impedances[arrivalPeriod.Index]; // moved to here so not reset for every alternative foreach (TripTime time in TripTime.Times) { MinuteSpan departurePeriod = time.DeparturePeriod; // moved to here so can use travel time ITripModeImpedance departureImpedance = impedances[departurePeriod.Index]; // change availability check to include travel duration int travelDuration = (int)Math.Round(departureImpedance.TravelTime + 0.5); // if not the trip home, on a home-based tour, also include fastest time from the destinatinon to home // if (trip.Tour.IsHomeBasedTour && trip.DestinationPurpose != Global.Settings.Purposes.NoneOrHome) { // var fastestMode = Math.Min(trip.Tour.Mode, Global.Settings.Modes.Hov3); // var pathTypeModel = PathTypeModelFactory.Singleton.Run(trip.DestinationParcel, trip.Household.ResidenceParcel, departurePeriod.Middle, 0, // trip.Tour.DestinationPurpose, trip.Tour.CostCoefficient, trip.Tour.TimeCoefficient, // trip.Person.IsDrivingAge, trip.Household.VehiclesAvailable, trip.Tour.Person.TransitFareDiscountFraction, false, fastestMode).First(); // travelDuration += (int) Math.Round(pathTypeModel.PathTime + 0.5); // } int bestArrivalTime = trip.IsHalfTourFromOrigin ? Math.Max(departurePeriod.End - travelDuration, 1) : Math.Min(departurePeriod.Start + travelDuration, Global.Settings.Times.MinutesInADay); bool available = originChangeMode ? arrivalPeriod.Index == time.DeparturePeriod.Index : (trip.IsHalfTourFromOrigin && // if change mode, must be in same period arrivalPeriod.Index > departurePeriod.Index && timeWindow.EntireSpanIsAvailable(bestArrivalTime, arrivalPeriod.Start - 1)) || (!trip.IsHalfTourFromOrigin && arrivalPeriod.Index < departurePeriod.Index && timeWindow.EntireSpanIsAvailable(arrivalPeriod.End, bestArrivalTime - 1)) || arrivalPeriod.Index == time.DeparturePeriod.Index && timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End) > travelDuration; double departurePeriodFraction = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End) / (departurePeriod.End - departurePeriod.Start + 1D); int duration = Math.Abs(departurePeriod.Middle - arrivalPeriod.Middle); available = available && departurePeriodFraction > 0; //ensure transit path type is available in alternative if (trip.Mode == Global.Settings.Modes.Transit && !Global.StopAreaIsEnabled) { double transitPathTypeInVehicleTime = ImpedanceRoster.GetValue("ivtime", trip.Mode, trip.PathType, trip.ValueOfTime, time.DeparturePeriod.Middle, trip.OriginParcel.ZoneId, trip.DestinationParcel.ZoneId).Variable; available = available && (transitPathTypeInVehicleTime > 0); } ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(time.Index, available, choice != null && choice.Equals(time)); // if (choice.Equals(tripTime) && !available) { // Console.WriteLine(available); // } if (!alternative.Available) { continue; } alternative.Choice = time; double departurePeriodShift = time.DeparturePeriod.Index * (48.0 / DayPeriod.SMALL_DAY_PERIOD_TOTAL_TRIP_TIMES); //adjust shift amount if period lengths change if (trip.IsHalfTourFromOrigin) { // outbound "departure" (arrival) period constants alternative.AddUtilityTerm(11, time.DeparturePeriod.Middle.IsBetween(Global.Settings.Times.ThreeAM, Global.Settings.Times.SixAM).ToFlag()); alternative.AddUtilityTerm(12, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.SixAM, Global.Settings.Times.SevenAM).ToFlag()); alternative.AddUtilityTerm(13, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.SevenAM, Global.Settings.Times.EightAM).ToFlag()); alternative.AddUtilityTerm(14, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.EightAM, Global.Settings.Times.NineAM).ToFlag()); alternative.AddUtilityTerm(15, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.NineAM, Global.Settings.Times.TenAM).ToFlag()); alternative.AddUtilityTerm(16, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.TenAM, Global.Settings.Times.OnePM).ToFlag()); alternative.AddUtilityTerm(17, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.OnePM, Global.Settings.Times.FourPM).ToFlag()); alternative.AddUtilityTerm(18, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.FourPM, Global.Settings.Times.SevenPM).ToFlag()); alternative.AddUtilityTerm(19, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.SevenPM, Global.Settings.Times.TenPM).ToFlag()); alternative.AddUtilityTerm(20, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.TenPM, Global.Settings.Times.MinutesInADay).ToFlag()); } else { // return departure period constants alternative.AddUtilityTerm(21, time.DeparturePeriod.Middle.IsBetween(Global.Settings.Times.ThreeAM, Global.Settings.Times.SevenAM).ToFlag()); alternative.AddUtilityTerm(22, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.SevenAM, Global.Settings.Times.TenAM).ToFlag()); alternative.AddUtilityTerm(23, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.TenAM, Global.Settings.Times.OnePM).ToFlag()); alternative.AddUtilityTerm(24, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.OnePM, Global.Settings.Times.ThreePM).ToFlag()); alternative.AddUtilityTerm(124, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.ThreePM, Global.Settings.Times.FourPM).ToFlag()); alternative.AddUtilityTerm(25, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.FourPM, Global.Settings.Times.FivePM).ToFlag()); alternative.AddUtilityTerm(26, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.FivePM, Global.Settings.Times.SixPM).ToFlag()); alternative.AddUtilityTerm(27, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.SixPM, Global.Settings.Times.SevenPM).ToFlag()); alternative.AddUtilityTerm(28, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.SevenPM, Global.Settings.Times.NinePM).ToFlag()); alternative.AddUtilityTerm(29, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.NinePM, Global.Settings.Times.Midnight).ToFlag()); alternative.AddUtilityTerm(30, time.DeparturePeriod.Middle.IsLeftExclusiveBetween(Global.Settings.Times.Midnight, Global.Settings.Times.MinutesInADay).ToFlag()); } alternative.AddUtilityTerm(31, duration.IsRightExclusiveBetween(Global.Settings.Times.ZeroHours, Global.Settings.Times.OneHour).ToFlag()); // 0 - 1 alternative.AddUtilityTerm(32, duration.IsRightExclusiveBetween(Global.Settings.Times.OneHour, Global.Settings.Times.TwoHours).ToFlag()); // 1 - 2 alternative.AddUtilityTerm(33, duration.IsRightExclusiveBetween(Global.Settings.Times.TwoHours, Global.Settings.Times.ThreeHours).ToFlag()); // 2 - 3 alternative.AddUtilityTerm(34, duration.IsRightExclusiveBetween(Global.Settings.Times.ThreeHours, Global.Settings.Times.FiveHours).ToFlag()); // 3 - 5 alternative.AddUtilityTerm(35, duration.IsRightExclusiveBetween(Global.Settings.Times.FiveHours, Global.Settings.Times.SevenHours).ToFlag()); // 5 - 7 alternative.AddUtilityTerm(36, duration.IsRightExclusiveBetween(Global.Settings.Times.SevenHours, Global.Settings.Times.NineHours).ToFlag()); // 7 - 9 alternative.AddUtilityTerm(37, duration.IsRightExclusiveBetween(Global.Settings.Times.NineHours, Global.Settings.Times.TwelveHours).ToFlag()); // 9 - 12 alternative.AddUtilityTerm(38, duration.IsRightExclusiveBetween(Global.Settings.Times.TwelveHours, Global.Settings.Times.FourteenHours).ToFlag()); // 12 - 14 alternative.AddUtilityTerm(39, duration.IsRightExclusiveBetween(Global.Settings.Times.FourteenHours, Global.Settings.Times.EighteenHours).ToFlag()); // 14 - 18 alternative.AddUtilityTerm(40, (duration >= Global.Settings.Times.EighteenHours).ToFlag()); // 18 - 24 //these were duplicate departure shift variables before, and constrained to 0 in all the coefficient files - replaced by duration shifts alternative.AddUtilityTerm(41, partTimeWorkerFlag * duration); alternative.AddUtilityTerm(43, nonworkingAdultFlag * duration); alternative.AddUtilityTerm(45, universityStudentFlag * duration); alternative.AddUtilityTerm(47, retiredAdultFlag * duration); alternative.AddUtilityTerm(49, drivingAgeStudentFlag * duration); alternative.AddUtilityTerm(51, childAge5Through15Flag * duration); alternative.AddUtilityTerm(53, childUnder5Flag * duration); alternative.AddUtilityTerm(55, halfTourFromOriginFlag * duration); alternative.AddUtilityTerm(131, workTourFlag * halfTourFromOriginFlag * duration); alternative.AddUtilityTerm(133, workTourFlag * halfTourFromDestinationFlag * duration); alternative.AddUtilityTerm(135, notWorkTourFlag * halfTourFromDestinationFlag * duration); alternative.AddUtilityTerm(137, notHomeBasedTourFlag * duration); alternative.AddUtilityTerm(145, originEscortFlag * duration); alternative.AddUtilityTerm(147, originShoppingFlag * duration); alternative.AddUtilityTerm(149, originMealFlag * duration); alternative.AddUtilityTerm(151, originSocialFlag * duration); alternative.AddUtilityTerm(153, originPersonalBusinessFlag * duration); alternative.AddUtilityTerm(155, originSchoolFlag * duration); alternative.AddUtilityTerm(42, partTimeWorkerFlag * departurePeriodShift); alternative.AddUtilityTerm(44, nonworkingAdultFlag * departurePeriodShift); alternative.AddUtilityTerm(46, universityStudentFlag * departurePeriodShift); alternative.AddUtilityTerm(48, retiredAdultFlag * departurePeriodShift); alternative.AddUtilityTerm(50, drivingAgeStudentFlag * departurePeriodShift); alternative.AddUtilityTerm(52, childAge5Through15Flag * departurePeriodShift); alternative.AddUtilityTerm(54, childUnder5Flag * departurePeriodShift); alternative.AddUtilityTerm(56, halfTourFromOriginFlag * departurePeriodShift); alternative.AddUtilityTerm(132, workTourFlag * halfTourFromOriginFlag * departurePeriodShift); alternative.AddUtilityTerm(134, workTourFlag * halfTourFromDestinationFlag * departurePeriodShift); alternative.AddUtilityTerm(136, notWorkTourFlag * halfTourFromDestinationFlag * departurePeriodShift); alternative.AddUtilityTerm(138, notHomeBasedTourFlag * departurePeriodShift); alternative.AddUtilityTerm(146, originEscortFlag * departurePeriodShift); alternative.AddUtilityTerm(148, originShoppingFlag * departurePeriodShift); alternative.AddUtilityTerm(150, originMealFlag * departurePeriodShift); alternative.AddUtilityTerm(152, originSocialFlag * departurePeriodShift); alternative.AddUtilityTerm(154, originPersonalBusinessFlag * departurePeriodShift); alternative.AddUtilityTerm(156, originSchoolFlag * departurePeriodShift); alternative.AddUtilityTerm(86, sovOrHovTripFlag * Math.Max(departureImpedance.GeneralizedTime, 0) * tour.TimeCoefficient); alternative.AddUtilityTerm(88, transitTripFlag * Math.Max(departureImpedance.GeneralizedTime, 0) * tour.TimeCoefficient); alternative.AddUtilityTerm(89, transitTripFlag * (departureImpedance.GeneralizedTime < 0).ToFlag()); alternative.AddUtilityTerm(92, halfTourFromOriginFlag * Math.Log(departurePeriodFraction)); alternative.AddUtilityTerm(92, halfTourFromDestinationFlag * Math.Log(departurePeriodFraction)); alternative.AddUtilityTerm(99, tripRemainingInHalfTour / (1D + halfTourFromOriginFlag * departureImpedance.AdjacentMinutesBefore + halfTourFromDestinationFlag * departureImpedance.AdjacentMinutesAfter)); alternative.AddUtilityTerm(97, remainingToursCount / (1D + halfTourFromOriginFlag * (arrivalImpedance.TotalMinutesAfter + departureImpedance.TotalMinutesBefore) + halfTourFromDestinationFlag * (arrivalImpedance.TotalMinutesBefore + departureImpedance.TotalMinutesAfter))); alternative.AddUtilityTerm(98, remainingToursCount / (1D + halfTourFromOriginFlag * Math.Max(arrivalImpedance.MaxMinutesBefore, departureImpedance.MaxMinutesBefore) + halfTourFromDestinationFlag * Math.Max(arrivalImpedance.MaxMinutesBefore, departureImpedance.MaxMinutesAfter))); } } }
protected override void RegionSpecificCustomizations(ChoiceProbabilityCalculator.Alternative alternative, IPersonWrapper _person, IParcelWrapper destinationParcel) { int origState = _person.Household.ResidenceParcel.District; int destState = destinationParcel.District; int bridgeFromNJ = (origState == 34 && destState > 0 && destState != 34).ToFlag(); int bridgeToNJ = (destState == 34 && origState > 0 && origState != 34).ToFlag(); alternative.AddUtilityTerm(91, bridgeFromNJ); alternative.AddUtilityTerm(92, bridgeToNJ); }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, IHouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE) { IHouseholdWrapper household = personDay.Household; IPersonWrapper person = personDay.Person; IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>(); int countMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 1 select personDayHH.PatternType).Count(); int countNonMandatory = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 2 select personDayHH.PatternType).Count(); int countAtHome = (from personDayHH in orderedPersonDays where personDayHH.PatternType == 3 select personDayHH.PatternType).Count(); int carOwnership = household.VehiclesAvailable == 0 ? Global.Settings.CarOwnerships.NoCars : household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers ? Global.Settings.CarOwnerships.LtOneCarPerAdult : Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult; int noCarsFlag = FlagUtility.GetNoCarsFlag(carOwnership); int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership); double workTourLogsum = 0; double schoolPclUniStu = 0; double schoolPclStudents = 0; int noUsualWorkZone = 1; if (personDay.Person.UsualWorkParcelId != Constants.DEFAULT_VALUE && personDay.Person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId) { if (personDay.Person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && personDay.Person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE) { ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, (int)personDay.Person.UsualArrivalPeriodToWork, (int)personDay.Person.UsualDeparturePeriodFromWork, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers); workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); } else { ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers); workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); } noUsualWorkZone = 0; } if (personDay.Person.UsualSchoolParcelId != 0 && personDay.Person.UsualSchoolParcelId != -1 && personDay.Person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId) { schoolPclUniStu = Math.Log(1 + (personDay.Person.UsualSchoolParcel.StudentsUniversityBuffer2)) / 10; ChoiceProbabilityCalculator.Alternative schoolNestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, personDay.Person.Household.ResidenceParcel, personDay.Person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.TwoPM, personDay.Person.Household.HouseholdTotals.DrivingAgeMembers); schoolPclStudents = Math.Log(1 + (personDay.Person.UsualSchoolParcel.GetStudentsK12())) / 10; } // No mandatory stops ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0); alternative.Choice = 0; // Work stop(s) alternative = choiceProbabilityCalculator.GetAlternative(1, personDay.Person.IsWorker, choice == 1); alternative.Choice = 1; alternative.AddUtilityTerm(21, 1); alternative.AddUtilityTerm(22, (personDay.WorkTours + personDay.SchoolTours > 1).ToFlag()); alternative.AddUtilityTerm(24, workTourLogsum); alternative.AddUtilityTerm(26, household.Has0To25KIncome.ToFlag()); alternative.AddUtilityTerm(27, (person.Age < 30).ToFlag()); alternative.AddUtilityTerm(29, noUsualWorkZone); alternative.AddUtilityTerm(30, countMandatory); alternative.AddUtilityTerm(31, countAtHome); alternative.AddUtilityTerm(33, person.IsPartTimeWorker.ToFlag()); alternative.AddUtilityTerm(34, person.IsUniversityStudent.ToFlag()); alternative.AddUtilityTerm(35, household.Has100KPlusIncome.ToFlag()); // School stop(s) alternative = choiceProbabilityCalculator.GetAlternative(2, personDay.Person.IsStudent, choice == 2); alternative.Choice = 2; alternative.AddUtilityTerm(41, 1); alternative.AddUtilityTerm(42, (personDay.SchoolTours == 0).ToFlag()); alternative.AddUtilityTerm(45, person.IsChildUnder5.ToFlag()); alternative.AddUtilityTerm(46, person.IsUniversityStudent.ToFlag()); alternative.AddUtilityTerm(49, (household.HouseholdTotals.AllWorkers >= 2).ToFlag()); alternative.AddUtilityTerm(50, carCompetitionFlag + noCarsFlag); alternative.AddUtilityTerm(53, (household.HouseholdTotals.ChildrenUnder16 > 2).ToFlag()); alternative.AddUtilityTerm(54, schoolPclStudents); alternative.AddUtilityTerm(55, schoolPclUniStu); alternative.AddUtilityTerm(56, (person.Age > 25).ToFlag()); alternative.AddUtilityTerm(59, personDay.Person.Household.ResidenceParcel.C34RatioBuffer1()); // Work and school stops alternative = choiceProbabilityCalculator.GetAlternative(3, (personDay.Person.IsWorker && personDay.Person.IsStudent), choice == 3); alternative.Choice = 3; alternative.AddUtilityTerm(61, 1); }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IHouseholdDayWrapper householdDay, ITourWrapper tour, IParcelWrapper destinationParcel, int householdCars, int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null) { IHouseholdWrapper household = tour.Household; IPersonWrapper person = tour.Person; IPersonDayWrapper personDay = tour.PersonDay; Framework.DomainModels.Models.IHouseholdTotals householdTotals = household.HouseholdTotals; // household inputs int childrenUnder5 = householdTotals.ChildrenUnder5; int childrenAge5Through15 = householdTotals.ChildrenAge5Through15; int nonworkingAdults = householdTotals.NonworkingAdults; int retiredAdults = householdTotals.RetiredAdults; int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag(); int twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag(); //var householdCars = household.VehiclesAvailable; MABADD now an input parameter int noCarsInHouseholdFlag = household.GetFlagForNoCarsInHousehold(householdCars); int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars); int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars); int income0To25KFlag = household.Has0To25KIncome.ToFlag(); int income100KPlusFlag = household.Has100KPlusIncome.ToFlag(); // person inputs int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag(); int nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag(); int universityStudentFlag = person.IsUniversityStudent.ToFlag(); int retiredAdultFlag = person.IsRetiredAdult.ToFlag(); int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag(); int fulltimeWorkerFlag = person.IsFulltimeWorker.ToFlag(); int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag(); int childUnder5Flag = person.IsChildUnder5.ToFlag(); int maleFlag = person.IsMale.ToFlag(); int ageUnder30Flag = person.AgeIsLessThan30.ToFlag(); int ageBetween51And98Flag = person.AgeIsBetween51And98.ToFlag(); int adultFlag = person.IsAdult.ToFlag(); // person-day inputs int homeBasedToursOnlyFlag = (personDay == null) ? 1 : personDay.OnlyHomeBasedToursExist().ToFlag(); int firstSimulatedHomeBasedTourFlag = (personDay == null) ? 1 : personDay.IsFirstSimulatedHomeBasedTour().ToFlag(); int laterSimulatedHomeBasedTourFlag = (personDay == null) ? 0 : personDay.IsLaterSimulatedHomeBasedTour().ToFlag(); int totalStops = (personDay == null) ? 0 : personDay.GetTotalStops(); int totalSimulatedStops = (personDay == null) ? 0 : personDay.GetTotalSimulatedStops(); int escortStops = (personDay == null) ? 0 : personDay.EscortStops; int homeBasedTours = (personDay == null) ? 1 : personDay.HomeBasedTours; int simulatedHomeBasedTours = (personDay == null) ? 0 : personDay.SimulatedHomeBasedTours; // tour inputs int escortTourFlag = tour.IsEscortPurpose().ToFlag(); int shoppingTourFlag = tour.IsShoppingPurpose().ToFlag(); int mealTourFlag = tour.IsMealPurpose().ToFlag(); int socialTourFlag = tour.IsSocialPurpose().ToFlag(); int personalBusinessTourFlag = tour.IsPersonalBusinessPurpose().ToFlag(); int recreationTourFlag = tour.IsRecreationPurpose().ToFlag(); int medicalTourFlag = tour.IsMedicalPurpose().ToFlag(); IParcelWrapper originParcel = tour.OriginParcel; //var destinationParcel = tour.DestinationParcel; MABADD now an input parameter int jointTourFlag = (tour.JointTourSequence > 0) ? 1 : 0; int partialHalfTour1Flag = (tour.PartialHalfTour1Sequence > 0) ? 1 : 0; int partialHalfTour2Flag = (tour.PartialHalfTour2Sequence > 0) ? 1 : 0; int fullHalfTour1Flag = (tour.FullHalfTour1Sequence > 0) ? 1 : 0; int fullHalfTour2Flag = (tour.FullHalfTour2Sequence > 0) ? 1 : 0; int parentTourMode = tour.ParentTour == null ? 0 : tour.ParentTour.Mode; // remaining inputs // Higher priority tour of 2+ tours for the same purpose int highPrioritySameFlag = (personDay == null) ? 1 : (tour.GetTotalToursByPurpose() > tour.GetTotalSimulatedToursByPurpose() && tour.GetTotalSimulatedToursByPurpose() == 1).ToFlag(); // Lower priority tour(s) of 2+ tours for the same purpose int lowPrioritySameFlag = (personDay == null) ? 0 : (tour.GetTotalSimulatedToursByPurpose() > 1).ToFlag(); // Higher priority tour of 2+ tours for different purposes int highPriorityDifferentFlag = (personDay == null) ? 0 : (personDay.IsFirstSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - highPrioritySameFlag); // Lower priority tour of 2+ tours for different purposes int lowPriorityDifferentFlag = (personDay == null) ? 0 : (personDay.IsLaterSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - lowPrioritySameFlag); ITimeWindow timeWindow = (householdDay == null) ? new TimeWindow() : tour.GetRelevantTimeWindow(householdDay); int totalMinutesAvailableInDay = timeWindow.TotalAvailableMinutes(1, 1440); int bigPeriodCount = DayPeriod.H_BIG_DAY_PERIOD_TOTAL_TOUR_TIMES; int nPeriodCombs = bigPeriodCount * (bigPeriodCount + 1) / 2; //set components int componentIndex = 0; int periodComb = -1; bool useTimeComponents = Global.Configuration.IsInEstimationMode || constrainedArrivalTime == 0 || constrainedDepartureTime == 0; if (useTimeComponents) { for (int arrivalPeriodIndex = 0; arrivalPeriodIndex < bigPeriodCount; arrivalPeriodIndex++) { MinuteSpan arrivalPeriod = DayPeriod.HBigDayPeriods[arrivalPeriodIndex]; int arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End); for (int departurePeriodIndex = arrivalPeriodIndex; departurePeriodIndex < bigPeriodCount; departurePeriodIndex++) { MinuteSpan departurePeriod = DayPeriod.HBigDayPeriods[departurePeriodIndex]; int departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End); if (arrivalPeriod == departurePeriod) { componentIndex = arrivalPeriodIndex; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); ChoiceProbabilityCalculator.Component arrivalComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (arrivalPeriodAvailableMinutes > 0) { double hoursArrival = arrivalPeriod.Middle / 60.0; int firstCoef = 300; arrivalComponent.AddUtilityTerm(300, Math.Log(arrivalPeriodAvailableMinutes)); //arrival shift variables arrivalComponent.AddUtilityTerm(firstCoef + 2, partTimeWorkerFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 3, nonworkingAdultFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 4, universityStudentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 5, retiredAdultFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 6, drivingAgeStudentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 7, childAge5Through15Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 8, childUnder5Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 9, escortTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 10, shoppingTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 11, mealTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 12, socialTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 13, personalBusinessTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 14, recreationTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 15, medicalTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 16, income0To25KFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 17, income100KPlusFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 18, highPrioritySameFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 19, lowPrioritySameFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 20, highPriorityDifferentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 21, lowPriorityDifferentFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 22, jointTourFlag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 23, partialHalfTour1Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 24, fullHalfTour1Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 25, partialHalfTour2Flag * hoursArrival); arrivalComponent.AddUtilityTerm(firstCoef + 26, fullHalfTour2Flag * hoursArrival); } componentIndex = bigPeriodCount + departurePeriodIndex; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); ChoiceProbabilityCalculator.Component departureComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (departurePeriodAvailableMinutes > 0) { departureComponent.AddUtilityTerm(300, Math.Log(departurePeriodAvailableMinutes)); } } // set period combination component periodComb++; componentIndex = 2 * bigPeriodCount + periodComb; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); ChoiceProbabilityCalculator.Component combinationComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (arrivalPeriodAvailableMinutes > 0 && departurePeriodAvailableMinutes > 0) { double hoursDuration = (departurePeriod.Middle - arrivalPeriod.Middle) / 60.0; int firstCoef = 700; //combination constants combinationComponent.AddUtilityTerm(firstCoef + periodComb, 1.0); // duration shift variables combinationComponent.AddUtilityTerm(firstCoef + 31, escortTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 32, shoppingTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 33, mealTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 34, socialTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 35, personalBusinessTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 36, recreationTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 37, medicalTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 38, highPrioritySameFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 39, lowPrioritySameFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 40, highPriorityDifferentFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 41, lowPriorityDifferentFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 42, partTimeWorkerFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 43, jointTourFlag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 44, partialHalfTour1Flag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 45, fullHalfTour1Flag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 46, partialHalfTour2Flag * hoursDuration); combinationComponent.AddUtilityTerm(firstCoef + 47, fullHalfTour2Flag * hoursDuration); // peak-to-peak variables if (arrivalPeriod.Index == DayPeriod.AM_PEAK && departurePeriod.Index == DayPeriod.PM_PEAK) { combinationComponent.AddUtilityTerm(firstCoef + 48, fulltimeWorkerFlag); combinationComponent.AddUtilityTerm(firstCoef + 49, income0To25KFlag); combinationComponent.AddUtilityTerm(firstCoef + 50, income100KPlusFlag); } } } } } for (int mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.SchoolBus; mode++) { componentIndex = 2 * bigPeriodCount + nPeriodCombs + mode - 1; choiceProbabilityCalculator.CreateUtilityComponent(componentIndex); ChoiceProbabilityCalculator.Component modeComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex); if (mode == Global.Settings.Modes.SchoolBus) { modeComponent.AddUtilityTerm(10, 1); modeComponent.AddUtilityTerm(11, childUnder5Flag); modeComponent.AddUtilityTerm(12, adultFlag); } else if (mode == Global.Settings.Modes.ParkAndRide) { modeComponent.AddUtilityTerm(10, 1); modeComponent.AddUtilityTerm(16, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(17, carsLessThanWorkersFlag); modeComponent.AddUtilityTerm(129, destinationParcel.MixedUse2Index1()); modeComponent.AddUtilityTerm(129, destinationParcel.TotalEmploymentDensity1() / 5000.0); modeComponent.AddUtilityTerm(129, destinationParcel.NetIntersectionDensity1() / 50.0); //modeComponent.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1 + 1)); } else if (mode == Global.Settings.Modes.Transit) { modeComponent.AddUtilityTerm(20, 1); // modeComponent.AddUtilityTerm(21, maleFlag); modeComponent.AddUtilityTerm(22, ageUnder30Flag); // modeComponent.AddUtilityTerm(23, ageBetween51And98Flag); modeComponent.AddUtilityTerm(24, income0To25KFlag); // modeComponent.AddUtilityTerm(25, income100KPlusFlag); modeComponent.AddUtilityTerm(26, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(27, carsLessThanDriversFlag); modeComponent.AddUtilityTerm(129, destinationParcel.MixedUse2Index1()); modeComponent.AddUtilityTerm(129, destinationParcel.TotalEmploymentDensity1() / 5000.0); modeComponent.AddUtilityTerm(129, destinationParcel.NetIntersectionDensity1() / 50.0); // modeComponent.AddUtilityTerm(124, originParcel.NetIntersectionDensity1()/50.0); // modeComponent.AddUtilityTerm(124, originParcel.HouseholdDensity1()/1000.0); // modeComponent.AddUtilityTerm(124, originParcel.MixedUse2Index1()); //modeComponent.AddUtilityTerm(123, Math.Log(destinationParcel.StopsTransitBuffer1 + 1)); //modeComponent.AddUtilityTerm(122, Math.Log(originParcel.StopsTransitBuffer1 + 1)); } else if (mode == Global.Settings.Modes.Hov3) { modeComponent.AddUtilityTerm(30, 1); modeComponent.AddUtilityTerm(31, childrenUnder5); modeComponent.AddUtilityTerm(32, childrenAge5Through15); modeComponent.AddUtilityTerm(34, nonworkingAdults + retiredAdults); modeComponent.AddUtilityTerm(38, onePersonHouseholdFlag); modeComponent.AddUtilityTerm(39, twoPersonHouseholdFlag); modeComponent.AddUtilityTerm(36, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(37, carsLessThanDriversFlag); } else if (mode == Global.Settings.Modes.Hov2) { modeComponent.AddUtilityTerm(31, childrenUnder5); modeComponent.AddUtilityTerm(32, childrenAge5Through15); modeComponent.AddUtilityTerm(34, nonworkingAdults + retiredAdults); modeComponent.AddUtilityTerm(36, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(37, carsLessThanDriversFlag); modeComponent.AddUtilityTerm(40, 1); modeComponent.AddUtilityTerm(41, onePersonHouseholdFlag); } else if (mode == Global.Settings.Modes.Sov) { // modeComponent.AddUtilityTerm(50, 1); // modeComponent.AddUtilityTerm(54, income0To25KFlag); modeComponent.AddUtilityTerm(55, income100KPlusFlag); modeComponent.AddUtilityTerm(57, carsLessThanWorkersFlag); } else if (mode == Global.Settings.Modes.Bike) { modeComponent.AddUtilityTerm(60, 1); modeComponent.AddUtilityTerm(61, maleFlag); modeComponent.AddUtilityTerm(62, ageUnder30Flag); modeComponent.AddUtilityTerm(63, ageBetween51And98Flag); // modeComponent.AddUtilityTerm(64, income0To25KFlag); // modeComponent.AddUtilityTerm(65, income100KPlusFlag); modeComponent.AddUtilityTerm(66, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(67, carsLessThanDriversFlag); modeComponent.AddUtilityTerm(169, destinationParcel.MixedUse4Index2()); modeComponent.AddUtilityTerm(169, destinationParcel.TotalEmploymentDensity2() / 20000.0); modeComponent.AddUtilityTerm(169, destinationParcel.NetIntersectionDensity2() / 200.0); modeComponent.AddUtilityTerm(164, originParcel.NetIntersectionDensity2() / 200.0); modeComponent.AddUtilityTerm(164, originParcel.HouseholdDensity2() / 4000.0); modeComponent.AddUtilityTerm(164, originParcel.MixedUse4Index2()); } else if (mode == Global.Settings.Modes.Walk) { modeComponent.AddUtilityTerm(70, 1.0); modeComponent.AddUtilityTerm(71, maleFlag); modeComponent.AddUtilityTerm(72, ageUnder30Flag); // modeComponent.AddUtilityTerm(73, ageBetween51And98Flag); // modeComponent.AddUtilityTerm(74, income0To25KFlag); modeComponent.AddUtilityTerm(75, income100KPlusFlag); // modeComponent.AddUtilityTerm(76, noCarsInHouseholdFlag); modeComponent.AddUtilityTerm(77, carsLessThanDriversFlag); modeComponent.AddUtilityTerm(179, destinationParcel.MixedUse4Index1()); modeComponent.AddUtilityTerm(179, destinationParcel.TotalEmploymentDensity1() / 5000.0); modeComponent.AddUtilityTerm(179, destinationParcel.NetIntersectionDensity1() / 50.0); modeComponent.AddUtilityTerm(179, originParcel.NetIntersectionDensity1() / 50.0); modeComponent.AddUtilityTerm(179, originParcel.HouseholdDensity1() / 1000.0); modeComponent.AddUtilityTerm(179, originParcel.MixedUse4Index1()); } if (mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.Hov2 || mode == Global.Settings.Modes.Hov3 || mode == Global.Settings.Modes.Transit) { int firstCoef = 200 + 10 * mode; //modeComponent.AddUtilityTerm(firstCoef + 0, escortTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 1, shoppingTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 2, mealTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 3, socialTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 4, personalBusinessTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 5, recreationTourFlag); // modeComponent.AddUtilityTerm(firstCoef + 6, medicalTourFlag); //modeComponent.AddUtilityTerm(firstCoef + 7, jointTourFlag); modeComponent.AddUtilityTerm(firstCoef + 8, Math.Min(partialHalfTour1Flag + partialHalfTour2Flag, 1.0)); modeComponent.AddUtilityTerm(firstCoef + 9, Math.Min(fullHalfTour1Flag + fullHalfTour2Flag, 1.0)); modeComponent.AddUtilityTerm(290 + mode, mode == parentTourMode ? 1 : 0); } modeComponent.AddUtilityTerm(298, mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3 && parentTourMode == Global.Settings.Modes.Sov ? 1 : 0); modeComponent.AddUtilityTerm(299, mode >= Global.Settings.Modes.Sov && mode <= Global.Settings.Modes.Hov3 && parentTourMode >= Global.Settings.Modes.Hov2 && parentTourMode <= Global.Settings.Modes.Hov3 ? 1 : 0); } //loop on all alternatives, using modeTimes objects { foreach (HTourModeTime modeTimes in HTourModeTime.ModeTimes[ParallelUtility.threadLocalAssignedIndex.Value]) { MinuteSpan arrivalPeriod = modeTimes.ArrivalPeriod; int arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End); MinuteSpan departurePeriod = modeTimes.DeparturePeriod; int departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End); periodComb = modeTimes.PeriodCombinationIndex; int mode = modeTimes.Mode; int altIndex = modeTimes.Index; //set availabillity based on time window variables and any constrained choices bool available = (modeTimes.LongestFeasibleWindow != null) && (mode > 0) && (mode != Global.Settings.Modes.Sov || (tour.Person.IsDrivingAge && tour.Household.VehiclesAvailable > 0)) && (constrainedMode <= 0 || constrainedMode == mode) && (constrainedArrivalTime <= 0 || (constrainedArrivalTime >= arrivalPeriod.Start && constrainedArrivalTime <= arrivalPeriod.End)) && (constrainedDepartureTime <= 0 || (constrainedDepartureTime >= departurePeriod.Start && constrainedDepartureTime <= departurePeriod.End)); ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(altIndex, available, choice != null && choice.Index == altIndex); alternative.Choice = modeTimes; // JLB added 20130420 //alternative.AddNestedAlternative(HTourModeTime.TOTAL_TOUR_MODE_TIMES + periodComb + 1, periodComb, THETA_PARAMETER); if (Global.Configuration.IsInEstimationMode && choice != null && altIndex == choice.Index) { Global.PrintFile.WriteLine("Aper Dper Mode {0} {1} {2} Travel Times {3} {4} Window {5} {6}", arrivalPeriod.Index, departurePeriod.Index, mode, modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1, modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1, modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1, modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1); } /* if (altIndex == 0) * { * alternative.AddUtilityTerm(991, tour.Household.Id); * alternative.AddUtilityTerm(992, tour.Person.Id); * alternative.AddUtilityTerm(993, tour.PersonDay.Day); * alternative.AddUtilityTerm(994, tour.Sequence); * alternative.AddUtilityTerm(995, constrainedMode); * alternative.AddUtilityTerm(996, constrainedArrivalTime); * alternative.AddUtilityTerm(997, constrainedDepartureTime); * alternative.AddUtilityTerm(998, tour.DestinationPurpose); * alternative.AddUtilityTerm(999, (tour.ParentTour == null) ? 0 : 1); * } */ //if in application mode and combination is not available, can skip the rest if (!Global.Configuration.IsInEstimationMode && !alternative.Available) { continue; } if (useTimeComponents) { // arrival period utility component alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(arrivalPeriod.Index)); // departure period utility component alternative.AddUtilityComponent( choiceProbabilityCalculator.GetUtilityComponent(bigPeriodCount + departurePeriod.Index)); // period combination utility component alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + periodComb)); } // mode utility component alternative.AddUtilityComponent( choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + nPeriodCombs + mode - 1)); //even in estimation mode, do not need the rest of the code if not available if (!alternative.Available) { continue; } // set parking cost for period combination double parkingDuration = (departurePeriod == arrivalPeriod ? (arrivalPeriod.End - arrivalPeriod.Start) / 2.0 : departurePeriod.Middle - arrivalPeriod.Middle) / 60.0; // parking at work is free if no paid parking at work and tour goes to usual workplace double destinationParkingCost = (!Global.Configuration.IsInEstimationMode && Global.Configuration.ShouldRunPayToParkAtWorkplaceModel && tour.Person.UsualWorkParcel != null && destinationParcel == tour.Person.UsualWorkParcel && person.PaidParkingAtWorkplace == 0) ? 0.0 : destinationParcel.ParkingCostBuffer1(parkingDuration); double parkingCostFraction = (mode == Global.Settings.Modes.Sov) ? 1.0 : (mode == Global.Settings.Modes.Hov2) ? 1.0 / Global.Configuration.Coefficients_HOV2CostDivisor_Work : (mode == Global.Settings.Modes.Hov3) ? 1.0 / Global.Configuration.Coefficients_HOV3CostDivisor_Work : 0.0; double minimumTimeNeeded = modeTimes.TravelTimeToDestination + modeTimes.TravelTimeFromDestination + Global.Settings.Times.MinimumActivityDuration; alternative.AddUtilityTerm(1, modeTimes.GeneralizedTimeToDestination + modeTimes.GeneralizedTimeFromDestination); //alternative.AddUtilityTerm(2, destinationParkingCost*parkingCostFraction); //alternative.AddUtilityTerm(3, // Math.Log(Math.Min(1140, modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start - // minimumTimeNeeded + 1.0 ))); // JLB 20140204 replaced coeff 3 with a different time window formulation: time pressure // instead of having positive utility for increasing time window, have negative utility for decreasing time window alternative.AddUtilityTerm(3, Math.Log(Math.Max(Constants.EPSILON, 1 - Math.Pow(minimumTimeNeeded / (Math.Min(1140, modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start)), 0.3) ))); //alternative.AddUtilityTerm(4, Math.Log((totalMinutesAvailableInDay + 1.0)/(minimumTimeNeeded + 1.0))); //alternative.AddUtilityTerm(4, // Math.Log(Math.Max(Constants.EPSILON, 1 - minimumTimeNeeded/(Math.Min(1140, totalMinutesAvailableInDay))))); //alternative.AddUtilityTerm(5, // (maleFlag == 0 && mode == Global.Settings.Modes.Walk && // arrivalPeriod.Index >= DayPeriod.EVENING) // ? 1 // : 0); // alternative.AddUtilityTerm(5, // (maleFlag == 0 && mode == Global.Settings.Modes.Walk && // departurePeriod.Index >= DayPeriod.EVENING) // ? 1 // : 0); } } }
protected override void RegionSpecificOtherTourDistrictCoefficients(ChoiceProbabilityCalculator.Alternative alternative, ITourWrapper _tour, IParcelWrapper destinationParcel, IPersonWrapper person) { //add any region-specific new terms in region-specific class, using coefficient numbers 114-120, or other unused variable # //Global.PrintFile.WriteLine("PSRC_OtherTourDestinationModel.RegionSpecificOtherTourDistrictCoefficients called"); int origdist = _tour.OriginParcel.District; int destdist = destinationParcel.District; int origKitDestTRP = (origdist == 9 || origdist == 11) && (destdist == 8 || destdist == 10 || destdist == 7) ? 1 : 0; int origEastDestCBD = origdist >= 60 && origdist <= 65 && destdist == 4 ? 1 : 0; int origTacDestKit = origdist == 8 && destdist == 9 || destdist == 11 ? 1 : 0; int origKitDestNotKit = (origdist == 9 || origdist == 11) && (destdist != 9 && destdist != 11) ? 1 : 0; int origSTacWorkCBD = (origdist == 11 && destdist == 4) ? 1 : 0; alternative.AddUtilityTerm(115, origEastDestCBD); alternative.AddUtilityTerm(116, origKitDestTRP); alternative.AddUtilityTerm(117, origTacDestKit); alternative.AddUtilityTerm(118, origKitDestNotKit); alternative.AddUtilityTerm(119, origSTacWorkCBD); // Below is BKR customization //Global.PrintFile.WriteLine("Default BKR_OtherHomeBasedTourModeModel.RegionSpecificCustomizations2 called"); if (_tour.IsShoppingPurpose() && (_tour.Mode == Global.Settings.Modes.Sov || _tour.Mode == Global.Settings.Modes.Hov2 || _tour.Mode == Global.Settings.Modes.Hov3)) { if (destinationParcel.District == 62 && _tour.OriginParcel.District != 62) { alternative.AddUtilityTerm(120, 1); } } if (_tour.IsMealPurpose() && (_tour.Mode == Global.Settings.Modes.Sov || _tour.Mode == Global.Settings.Modes.Hov2 || _tour.Mode == Global.Settings.Modes.Hov3)) { if (destinationParcel.District == 62 && _tour.OriginParcel.District != 62) { alternative.AddUtilityTerm(121, 1); } } if (_tour.IsPersonalBusinessPurpose() && (_tour.Mode == Global.Settings.Modes.Sov || _tour.Mode == Global.Settings.Modes.Hov2 || _tour.Mode == Global.Settings.Modes.Hov3)) { if (destinationParcel.District == 62 && _tour.OriginParcel.District != 62) { alternative.AddUtilityTerm(122, 1); } } if (_tour.IsSocialPurpose() && (_tour.Mode == Global.Settings.Modes.Sov || _tour.Mode == Global.Settings.Modes.Hov2 || _tour.Mode == Global.Settings.Modes.Hov3)) { if (destinationParcel.District == 62 && _tour.OriginParcel.District != 62) { alternative.AddUtilityTerm(123, 1); } } if (_tour.IsEscortPurpose() && (_tour.Mode == Global.Settings.Modes.Sov || _tour.Mode == Global.Settings.Modes.Hov2 || _tour.Mode == Global.Settings.Modes.Hov3)) { if (destinationParcel.District == 62 && _tour.OriginParcel.District != 62) { alternative.AddUtilityTerm(124, 1); } } // to Belleuve Square from outside of Bel CBD // even thoug the zoneid is clearly labeled, it is zero-based. that means if you want to reference a TAZ nunber, you need to use TAZ number - 1 in ZoneId. // in this case, Bellevue Square is in TAZ 11. its ZoneId in destinationParcel is 10. if (destinationParcel.ZoneId == 10 && origdist != 62) { alternative.AddUtilityTerm(125, 1); } }
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); }
public void SetUtilities(ISampleItem sampleItem, int sampleFrequency) { if (sampleItem == null) { throw new ArgumentNullException("sampleItem"); } ChoiceProbabilityCalculator.Alternative alternative = sampleItem.Alternative; if (!alternative.Available) { return; } IHouseholdWrapper household = _tour.Household; IPersonWrapper person = _tour.Person; //var personDay = _tour.PersonDay; bool householdHasChildren = household.HasChildren; bool householdHasNoChildren = householdHasChildren ? false : true; IParcelWrapper destinationParcel = ChoiceModelFactory.Parcels[sampleItem.ParcelId]; int jointTourFlag = (_tour.JointTourSequence > 0).ToFlag(); double 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; return; } alternative.Choice = destinationParcel; //double tourLogsum = 0; double jointTourLogsum = 0; double workTourLogsum = 0; double otherTourLogsum = 0; double subtourLogsum = 0; if (_tour.IsHomeBasedTour) { if (_tour.DestinationPurpose == Global.Settings.Purposes.Work) { //var destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel); //var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel); ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction()); workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); } // else if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort) { // var nestedAlternative = (Global.ChoiceModelDictionary.Get("HEscortTourModeModel") as HEscortTourModeModel).RunNested(_tour, destinationParcel); // tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); // } else { ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <OtherHomeBasedTourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction()); if (_tour.JointTourSequence > 0) { jointTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); } else { otherTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); } } } else { ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeTimeModel>().RunNested(_tour, destinationParcel, _tour.Household.VehiclesAvailable, _tour.Person.GetTransitFareDiscountFraction()); subtourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); } //var purpose = _tour.TourPurposeSegment; //var carOwnership = person.CarOwnershipSegment; //var votSegment = _tour.VotALSegment; //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.Work_BASED][carOwnership][votSegment][transitAccess]; double distanceFromOrigin = _tour.OriginParcel.DistanceFromOrigin(destinationParcel, _tour.DestinationArrivalTime); double piecewiseDistanceFrom5To10Miles = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5)); double piecewiseDistanceFrom10MilesToInfinity = Math.Max(0, distanceFromOrigin - 1); double piecewiseDistanceFrom0To1Mile = Math.Min(distanceFromOrigin, .10); double piecewiseDistanceFrom1To5Miles = Math.Max(0, Math.Min(distanceFromOrigin - .1, .5 - .1)); double piecewiseDistanceFrom1To3AndAHalfMiles = Math.Max(0, Math.Min(distanceFromOrigin - .1, .35 - .1)); double piecewiseDistanceFrom3AndAHalfTo10Miles = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35)); double distanceFromOriginLog = Math.Log(1 + distanceFromOrigin); //var distanceFromWorkLog = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1); double distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1); double timePressure = Math.Log(1 - fastestTravelTime / _maxAvailableMinutes); // log transforms of buffers for Neighborhood effects double logOfOnePlusEmploymentEducationBuffer1 = Math.Log(destinationParcel.EmploymentEducationBuffer1 + 1.0); double logOfOnePlusEmploymentFoodBuffer1 = Math.Log(destinationParcel.EmploymentFoodBuffer1 + 1.0); double logOfOnePlusEmploymentGovernmentBuffer1 = Math.Log(destinationParcel.EmploymentGovernmentBuffer1 + 1.0); double logOfOnePlusEmploymentOfficeBuffer1 = Math.Log(destinationParcel.EmploymentOfficeBuffer1 + 1.0); double logOfOnePlusEmploymentRetailBuffer1 = Math.Log(destinationParcel.EmploymentRetailBuffer1 + 1.0); double logOfOnePlusEmploymentServiceBuffer1 = Math.Log(destinationParcel.EmploymentServiceBuffer1 + 1.0); double logOfOnePlusEmploymentMedicalBuffer1 = Math.Log(destinationParcel.EmploymentMedicalBuffer1 + 1.0); double logOfOnePlusEmploymentIndustrial_Ag_ConstructionBuffer1 = Math.Log(destinationParcel.EmploymentIndustrialBuffer1 + destinationParcel.EmploymentAgricultureConstructionBuffer1 + 1.0); double logOfOnePlusEmploymentTotalBuffer1 = Math.Log(destinationParcel.EmploymentTotalBuffer1 + 1.0); double logOfOnePlusHouseholdsBuffer1 = Math.Log(destinationParcel.HouseholdsBuffer1 + 1.0); double logOfOnePlusStudentsK12Buffer1 = Math.Log(destinationParcel.StudentsK8Buffer1 + destinationParcel.StudentsHighSchoolBuffer1 + 1.0); double logOfOnePlusStudentsUniversityBuffer1 = Math.Log(destinationParcel.StudentsUniversityBuffer1 + 1.0); // var EMPHOU_B = Math.Log(destinationParcel.EmploymentTotalBuffer1 + destinationParcel.HouseholdsBuffer1 + 1.0); //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, sampleItem.AdjustmentFactor); alternative.AddUtilityTerm(3, workTourLogsum); alternative.AddUtilityTerm(4, otherTourLogsum); alternative.AddUtilityTerm(5, jointTourLogsum); alternative.AddUtilityTerm(6, subtourLogsum); //subpopulation-specific terms //alternative.AddUtilityTerm(260, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom0To1Mile); //alternative.AddUtilityTerm(261, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom1To5Miles); //alternative.AddUtilityTerm(262, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom5To10Miles); //alternative.AddUtilityTerm(263, _secondaryFlag * _workOrSchoolPatternFlag * piecewiseDistanceFrom10MilesToInfinity); alternative.AddUtilityTerm(260, _secondaryFlag * _workOrSchoolPatternFlag * distanceFromOriginLog); //alternative.AddUtilityTerm(264, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom0To1Mile); //alternative.AddUtilityTerm(265, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom1To5Miles); //alternative.AddUtilityTerm(266, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom5To10Miles); //alternative.AddUtilityTerm(267, _secondaryFlag * _otherPatternFlag * piecewiseDistanceFrom10MilesToInfinity); alternative.AddUtilityTerm(264, _secondaryFlag * _otherPatternFlag * distanceFromOriginLog); 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(275, (_tour.IsHomeBasedTour).ToFlag() * timePressure); alternative.AddUtilityTerm(276, (_tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog); //alternative.AddUtilityTerm(14, distanceFromWorkLog); //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(284, jointTourFlag * piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(285, jointTourFlag * piecewiseDistanceFrom1To5Miles); alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom5To10Miles); alternative.AddUtilityTerm(287, jointTourFlag * piecewiseDistanceFrom10MilesToInfinity); if (_tour.DestinationPurpose == Global.Settings.Purposes.Work) { alternative.AddUtilityTerm(10, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(11, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(12, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(13, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(14, aggregateLogsumWorkBased); // Neighborhood alternative.AddUtilityTerm(20, logOfOnePlusEmploymentEducationBuffer1); //alternative.AddUtilityTerm(21, logOfOnePlusEmploymentGovernmentBuffer1); alternative.AddUtilityTerm(22, logOfOnePlusEmploymentOfficeBuffer1); //alternative.AddUtilityTerm(23, logOfOnePlusEmploymentServiceBuffer1); alternative.AddUtilityTerm(24, logOfOnePlusEmploymentMedicalBuffer1); alternative.AddUtilityTerm(25, logOfOnePlusHouseholdsBuffer1); alternative.AddUtilityTerm(26, logOfOnePlusStudentsUniversityBuffer1); alternative.AddUtilityTerm(27, logOfOnePlusStudentsK12Buffer1); alternative.AddUtilityTerm(28, logOfOnePlusEmploymentIndustrial_Ag_ConstructionBuffer1); // Size terms alternative.AddUtilityTerm(30, destinationParcel.EmploymentEducation); alternative.AddUtilityTerm(31, destinationParcel.EmploymentFood); alternative.AddUtilityTerm(32, destinationParcel.EmploymentGovernment); alternative.AddUtilityTerm(33, destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(34, destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(35, destinationParcel.EmploymentService); alternative.AddUtilityTerm(36, destinationParcel.EmploymentMedical); alternative.AddUtilityTerm(37, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction); alternative.AddUtilityTerm(38, destinationParcel.Households); alternative.AddUtilityTerm(39, destinationParcel.GetStudentsK12()); //(for application) alternative.AddUtilityTerm(40, destinationParcel.StudentsUniversity); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.Escort) { alternative.AddUtilityTerm(50, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(51, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(52, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(53, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(54, aggregateLogsumHomeBased); // Neighborhood alternative.AddUtilityTerm(60, householdHasNoChildren.ToFlag() * logOfOnePlusEmploymentGovernmentBuffer1); alternative.AddUtilityTerm(61, householdHasNoChildren.ToFlag() * logOfOnePlusHouseholdsBuffer1); //alternative.AddUtilityTerm(62, householdHasChildren.ToFlag() * logOfOnePlusHouseholdsBuffer1); alternative.AddUtilityTerm(63, householdHasChildren.ToFlag() * logOfOnePlusStudentsK12Buffer1); alternative.AddUtilityTerm(64, logOfOnePlusEmploymentTotalBuffer1); // Size terms alternative.AddUtilityTerm(70, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation); alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentFood); alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment); alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService); alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentMedical); alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * (destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction)); alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.Households); alternative.AddUtilityTerm(79, (!householdHasChildren).ToFlag() * destinationParcel.GetStudentsK12()); alternative.AddUtilityTerm(80, householdHasChildren.ToFlag() * destinationParcel.EmploymentEducation); alternative.AddUtilityTerm(81, householdHasChildren.ToFlag() * destinationParcel.EmploymentFood); alternative.AddUtilityTerm(82, householdHasChildren.ToFlag() * destinationParcel.EmploymentGovernment); alternative.AddUtilityTerm(83, householdHasChildren.ToFlag() * destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(84, householdHasChildren.ToFlag() * destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(85, householdHasChildren.ToFlag() * destinationParcel.EmploymentService); alternative.AddUtilityTerm(86, householdHasChildren.ToFlag() * destinationParcel.EmploymentMedical); alternative.AddUtilityTerm(87, householdHasChildren.ToFlag() * (destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction)); alternative.AddUtilityTerm(88, householdHasChildren.ToFlag() * destinationParcel.Households); alternative.AddUtilityTerm(89, householdHasChildren.ToFlag() * destinationParcel.GetStudentsK12()); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness) { alternative.AddUtilityTerm(90, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(91, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(92, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(93, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(94, aggregateLogsumHomeBased); // Neighborhood alternative.AddUtilityTerm(100, logOfOnePlusEmploymentEducationBuffer1); alternative.AddUtilityTerm(101, logOfOnePlusEmploymentOfficeBuffer1); //alternative.AddUtilityTerm(102, logOfOnePlusEmploymentServiceBuffer1); //alternative.AddUtilityTerm(103, logOfOnePlusEmploymentMedicalBuffer1); alternative.AddUtilityTerm(104, logOfOnePlusHouseholdsBuffer1); //alternative.AddUtilityTerm(105, logOfOnePlusStudentsUniversityBuffer1); alternative.AddUtilityTerm(106, logOfOnePlusEmploymentGovernmentBuffer1); alternative.AddUtilityTerm(107, logOfOnePlusEmploymentRetailBuffer1); // Size terms alternative.AddUtilityTerm(110, destinationParcel.EmploymentEducation); alternative.AddUtilityTerm(111, destinationParcel.EmploymentFood); alternative.AddUtilityTerm(112, destinationParcel.EmploymentGovernment); alternative.AddUtilityTerm(113, destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(114, destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(115, destinationParcel.EmploymentService); alternative.AddUtilityTerm(116, destinationParcel.EmploymentMedical); alternative.AddUtilityTerm(117, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction); alternative.AddUtilityTerm(118, destinationParcel.Households); //(for application) alternative.AddUtilityTerm(119, destinationParcel.GetStudentsK12()); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.Shopping) { alternative.AddUtilityTerm(120, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(121, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(122, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(123, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(124, aggregateLogsumHomeBased); // Neighborhood alternative.AddUtilityTerm(130, logOfOnePlusEmploymentEducationBuffer1); alternative.AddUtilityTerm(131, logOfOnePlusEmploymentRetailBuffer1); // Size terms alternative.AddUtilityTerm(140, destinationParcel.EmploymentFood); alternative.AddUtilityTerm(141, destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(142, destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(143, destinationParcel.EmploymentService); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.Meal) { alternative.AddUtilityTerm(150, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(151, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(152, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(153, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(154, aggregateLogsumHomeBased); // Neighborhood alternative.AddUtilityTerm(156, logOfOnePlusEmploymentFoodBuffer1); //alternative.AddUtilityTerm(157, logOfOnePlusEmploymentRetailBuffer1); alternative.AddUtilityTerm(158, logOfOnePlusEmploymentServiceBuffer1); // Size terms alternative.AddUtilityTerm(160, destinationParcel.EmploymentFood); //(for application) alternative.AddUtilityTerm(161, destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(162, destinationParcel.EmploymentTotal); alternative.AddUtilityTerm(163, destinationParcel.Households); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.Social) { alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(171, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(172, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(173, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(174, aggregateLogsumHomeBased); // Neighborhood //alternative.AddUtilityTerm(180, logOfOnePlusEmploymentOfficeBuffer1); //alternative.AddUtilityTerm(181, logOfOnePlusEmploymentServiceBuffer1); //alternative.AddUtilityTerm(182, logOfOnePlusHouseholdsBuffer1); //alternative.AddUtilityTerm(183, logOfOnePlusStudentsK12Buffer1); //alternative.AddUtilityTerm(184, logOfOnePlusStudentsUniversityBuffer1); //alternative.AddUtilityTerm(185, logOfOnePlusEmploymentTotalBuffer1); // Size terms alternative.AddUtilityTerm(190, destinationParcel.EmploymentEducation); alternative.AddUtilityTerm(191, destinationParcel.EmploymentFood); alternative.AddUtilityTerm(192, destinationParcel.EmploymentGovernment); alternative.AddUtilityTerm(193, destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(194, destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(195, destinationParcel.EmploymentService); alternative.AddUtilityTerm(196, destinationParcel.EmploymentMedical); alternative.AddUtilityTerm(197, destinationParcel.Households); alternative.AddUtilityTerm(198, destinationParcel.StudentsUniversity); //(for application) alternative.AddUtilityTerm(199, destinationParcel.GetStudentsK12()); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.Recreation) { alternative.AddUtilityTerm(200, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(201, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(202, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(203, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(204, aggregateLogsumHomeBased); // Neighborhood alternative.AddUtilityTerm(210, logOfOnePlusEmploymentOfficeBuffer1); alternative.AddUtilityTerm(211, logOfOnePlusEmploymentServiceBuffer1); alternative.AddUtilityTerm(212, logOfOnePlusHouseholdsBuffer1); //alternative.AddUtilityTerm(213, logOfOnePlusStudentsK12Buffer1); alternative.AddUtilityTerm(214, logOfOnePlusStudentsUniversityBuffer1); //alternative.AddUtilityTerm(215, logOfOnePlusEmploymentTotalBuffer1); // Size terms alternative.AddUtilityTerm(220, destinationParcel.EmploymentEducation); alternative.AddUtilityTerm(221, destinationParcel.EmploymentFood); alternative.AddUtilityTerm(222, destinationParcel.EmploymentGovernment); alternative.AddUtilityTerm(223, destinationParcel.EmploymentOffice); alternative.AddUtilityTerm(224, destinationParcel.EmploymentRetail); alternative.AddUtilityTerm(225, destinationParcel.EmploymentService); alternative.AddUtilityTerm(226, destinationParcel.EmploymentMedical); alternative.AddUtilityTerm(227, destinationParcel.Households); alternative.AddUtilityTerm(228, destinationParcel.StudentsUniversity); alternative.AddUtilityTerm(229, destinationParcel.GetStudentsK12()); } else if (_tour.DestinationPurpose == Global.Settings.Purposes.Medical) { alternative.AddUtilityTerm(230, piecewiseDistanceFrom0To1Mile); alternative.AddUtilityTerm(231, piecewiseDistanceFrom1To3AndAHalfMiles); alternative.AddUtilityTerm(232, piecewiseDistanceFrom3AndAHalfTo10Miles); alternative.AddUtilityTerm(233, piecewiseDistanceFrom10MilesToInfinity); //alternative.AddUtilityTerm(234, aggregateLogsumHomeBased); // Neighborhood //alternative.AddUtilityTerm(240, logOfOnePlusEmploymentEducationBuffer1); //alternative.AddUtilityTerm(241, logOfOnePlusEmploymentOfficeBuffer1); //alternative.AddUtilityTerm(242, logOfOnePlusEmploymentServiceBuffer1); //alternative.AddUtilityTerm(243, logOfOnePlusEmploymentMedicalBuffer1); alternative.AddUtilityTerm(244, logOfOnePlusHouseholdsBuffer1); //alternative.AddUtilityTerm(245, logOfOnePlusStudentsUniversityBuffer1); //alternative.AddUtilityTerm(246, logOfOnePlusEmploymentGovernmentBuffer1); alternative.AddUtilityTerm(247, logOfOnePlusEmploymentRetailBuffer1); // Size terms //(for application) alternative.AddUtilityTerm(250, destinationParcel.EmploymentEducation); //(for application) alternative.AddUtilityTerm(251, destinationParcel.EmploymentFood); //(for application) alternative.AddUtilityTerm(252, destinationParcel.EmploymentGovernment); //(for application) alternative.AddUtilityTerm(253, destinationParcel.EmploymentOffice); //(for application) alternative.AddUtilityTerm(254, destinationParcel.EmploymentRetail); //(for application) alternative.AddUtilityTerm(255, destinationParcel.EmploymentService); alternative.AddUtilityTerm(256, destinationParcel.EmploymentMedical); //(for application) alternative.AddUtilityTerm(257, destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction); //(for application) alternative.AddUtilityTerm(258, destinationParcel.Households); //(for application) alternative.AddUtilityTerm(259, destinationParcel.GetStudentsK12()); } }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonWrapper person, int choice = Constants.DEFAULT_VALUE) { var homeParcel = person.Household.ResidenceParcel; var workParcel = person.IsUniversityStudent ? person.UsualSchoolParcel : person.UsualWorkParcel; var schoolParcel = person.IsUniversityStudent ? null : person.UsualSchoolParcel; var workParcelMissing = workParcel == null; var schoolParcelMissing = schoolParcel == null; const double maxTranDist = 1.5; var homeTranDist = 99.0; if (homeParcel.GetDistanceToTransit() >= 0.0001 && homeParcel.GetDistanceToTransit() <= maxTranDist) { homeTranDist = homeParcel.GetDistanceToTransit(); } var workTranDist = 99.0; if (!workParcelMissing && workParcel.GetDistanceToTransit() >= 0.0001 && workParcel.GetDistanceToTransit() <= maxTranDist) { workTranDist = workParcel.GetDistanceToTransit(); } var schoolTranDist = 99.0; if (!schoolParcelMissing && schoolParcel.GetDistanceToTransit() >= 0.0001 && schoolParcel.GetDistanceToTransit() <= maxTranDist) { schoolTranDist = schoolParcel.GetDistanceToTransit(); } var workGenTimeNoPass = -99.0; var workGenTimeWithPass = -99.0; if (!workParcelMissing && workTranDist < maxTranDist && homeTranDist < maxTranDist) { IEnumerable <IPathTypeModel> pathTypeModels = PathTypeModelFactory.Singleton.Run( person.Household.RandomUtility, homeParcel, workParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, Global.Settings.Purposes.Work, Global.Coefficients_BaseCostCoefficientPerMonetaryUnit, Global.Configuration.Coefficients_MeanTimeCoefficient_Work, true, 1, false, 0.0, false, Global.Settings.Modes.Transit); var path = pathTypeModels.First(); workGenTimeNoPass = path.GeneralizedTimeLogsum; pathTypeModels = PathTypeModelFactory.Singleton.Run( person.Household.RandomUtility, homeParcel, workParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, Global.Settings.Purposes.Work, Global.Coefficients_BaseCostCoefficientPerMonetaryUnit, Global.Configuration.Coefficients_MeanTimeCoefficient_Work, true, 1, false, 1.0, false, Global.Settings.Modes.Transit); path = pathTypeModels.First(); workGenTimeWithPass = path.GeneralizedTimeLogsum; } // double schoolGenTimeNoPass = -99.0; var schoolGenTimeWithPass = -99.0; if (!schoolParcelMissing && schoolTranDist < maxTranDist && homeTranDist < maxTranDist) { // schoolGenTimeNoPass = path.GeneralizedTimeLogsum; IEnumerable <IPathTypeModel> pathTypeModels = PathTypeModelFactory.Singleton.Run( person.Household.RandomUtility, homeParcel, schoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.ThreePM, Global.Settings.Purposes.School, Global.Coefficients_BaseCostCoefficientPerMonetaryUnit, Global.Configuration.Coefficients_MeanTimeCoefficient_Other, true, 1, false, 1.0, false, Global.Settings.Modes.Transit); var path = pathTypeModels.First(); schoolGenTimeWithPass = path.GeneralizedTimeLogsum; } const double inflection = 0.50; var homeTranDist1 = Math.Pow(Math.Min(inflection, homeTranDist), 2.0); var homeTranDist2 = Math.Pow(Math.Max(homeTranDist - inflection, 0), 0.5); // var workTranDist1 = Math.Pow(Math.Min(inflection, workTranDist),2.0); // var workTranDist2 = Math.Pow(Math.Max(workTranDist - inflection, 0),0.5); const double minimumAggLogsum = -15.0; var votSegment = person.Household.GetVotALSegment(); var homeTaSegment = homeParcel.TransitAccessSegment(); var homeAggregateLogsumNoCar = Math.Max(minimumAggLogsum, Global.AggregateLogsums[homeParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][homeTaSegment]); var workTaSegment = workParcelMissing ? 0 : workParcel.TransitAccessSegment(); var workAggregateLogsumNoCar = workParcelMissing ? 0 : Math.Max(minimumAggLogsum, Global.AggregateLogsums[workParcel.ZoneId][Global.Settings.Purposes.WorkBased][Global.Settings.CarOwnerships.NoCars][votSegment][workTaSegment]); var schoolTaSegment = schoolParcelMissing ? 0 : schoolParcel.TransitAccessSegment(); var schoolAggregateLogsumNoCar = schoolParcelMissing ? 0 : Math.Max(minimumAggLogsum, Global.AggregateLogsums[schoolParcel.ZoneId][Global.Settings.Purposes.WorkBased][Global.Settings.CarOwnerships.NoCars][votSegment][schoolTaSegment]); var transitPassCostChange = !Global.Configuration.IsInEstimationMode ? Global.Configuration.PathImpedance_TransitPassCostPercentChangeVersusBase : 0; // 0 No transit pass var alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0); alternative.Choice = 0; alternative.AddUtilityTerm(1, 0.0); // 1 Transit pass alternative = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1); alternative.Choice = 1; alternative.AddUtilityTerm(1, 1.0); alternative.AddUtilityTerm(2, person.IsPartTimeWorker.ToFlag()); alternative.AddUtilityTerm(3, (person.IsWorker && person.IsNotFullOrPartTimeWorker).ToFlag()); alternative.AddUtilityTerm(4, person.IsUniversityStudent.ToFlag()); alternative.AddUtilityTerm(5, person.IsRetiredAdult.ToFlag()); alternative.AddUtilityTerm(6, person.IsNonworkingAdult.ToFlag()); alternative.AddUtilityTerm(7, person.IsDrivingAgeStudent.ToFlag()); alternative.AddUtilityTerm(8, person.IsChildUnder16.ToFlag()); alternative.AddUtilityTerm(9, Math.Log(Math.Max(1, person.Household.Income))); alternative.AddUtilityTerm(10, person.Household.HasMissingIncome.ToFlag()); alternative.AddUtilityTerm(11, workParcelMissing.ToFlag()); alternative.AddUtilityTerm(12, schoolParcelMissing.ToFlag()); alternative.AddUtilityTerm(13, (homeTranDist < 90.0) ? homeTranDist1 : 0); alternative.AddUtilityTerm(14, (homeTranDist < 90.0) ? homeTranDist2 : 0); alternative.AddUtilityTerm(15, (homeTranDist > 90.0) ? 1 : 0); // alternative.AddUtility(16, (workTranDist < 90.0) ? workTranDist : 0); // alternative.AddUtility(17, (workTranDist < 90.0) ? workTranDist2 : 0); // alternative.AddUtility(18, (workTranDist > 90.0) ? 1 : 0); // alternative.AddUtility(19, (schoolTranDist < 90.0) ? schoolTranDist : 0); // alternative.AddUtility(20, (schoolTranDist > 90.0) ? 1 : 0); // alternative.AddUtility(21, (!workParcelMissing && workGenTimeWithPass > -90 ) ? workGenTimeWithPass : 0); alternative.AddUtilityTerm(22, (!workParcelMissing && workGenTimeWithPass <= -90) ? 1 : 0); alternative.AddUtilityTerm(23, (!workParcelMissing && workGenTimeWithPass > -90 && workGenTimeNoPass > -90) ? workGenTimeNoPass - workGenTimeWithPass : 0); // alternative.AddUtility(24, (!schoolParcelMissing && schoolGenTimeWithPass > -90 ) ? schoolGenTimeWithPass : 0); alternative.AddUtilityTerm(25, (!schoolParcelMissing && schoolGenTimeWithPass <= -90) ? 1 : 0); alternative.AddUtilityTerm(26, homeAggregateLogsumNoCar * (person.IsFullOrPartTimeWorker || person.IsUniversityStudent).ToFlag()); alternative.AddUtilityTerm(27, homeAggregateLogsumNoCar * (person.IsDrivingAgeStudent || person.IsChildUnder16).ToFlag()); alternative.AddUtilityTerm(28, homeAggregateLogsumNoCar * (person.IsNonworkingAdult).ToFlag()); alternative.AddUtilityTerm(29, homeAggregateLogsumNoCar * (person.IsRetiredAdult).ToFlag()); alternative.AddUtilityTerm(30, workParcelMissing ? 0 : workAggregateLogsumNoCar); alternative.AddUtilityTerm(31, schoolParcelMissing ? 0 : schoolAggregateLogsumNoCar); alternative.AddUtilityTerm(32, transitPassCostChange); }
IPersonDayWrapper IPersonDayCreator.CreateWrapper(IPersonDay personDay, IPersonWrapper personWrapper, IHouseholdDayWrapper householdDayWrapper) { return(CreateWrapper(personDay, personWrapper, householdDayWrapper)); }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, ITripWrapper trip, int choice = Constants.DEFAULT_VALUE) { IHouseholdWrapper household = trip.Household; IPersonWrapper person = trip.Person; IPersonDayWrapper personDay = trip.PersonDay; ITourWrapper tour = trip.Tour; Framework.DomainModels.Models.IHalfTour halfTour = trip.HalfTour; // household inputs int childrenFlag = household.HasChildren.ToFlag(); int onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag(); // person inputs int adultMaleFlag = person.IsAdultMale.ToFlag(); int adultFemaleFlag = person.IsAdultFemale.ToFlag(); int partTimeWorkerFlag = person.IsPartTimeWorker.ToFlag(); int retiredAdultFlag = person.IsRetiredAdult.ToFlag(); int drivingAgeStudentFlag = person.IsDrivingAgeStudent.ToFlag(); int nonworkingAdultFlag = person.IsNonworkingAdult.ToFlag(); int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag(); int childUnder5Flag = person.IsChildUnder5.ToFlag(); // person-day inputs int homeBasedTours = personDay.HomeBasedTours; int simulatedToursFlag = personDay.SimulatedToursExist().ToFlag(); int simulatedWorkStops = personDay.SimulatedWorkStops; int simulatedWorkStopsFlag = personDay.SimulatedWorkStopsExist().ToFlag(); int simulatedSchoolStops = personDay.SimulatedSchoolStops; // var simulatedSchoolStopsFlag = personDay.HasSimulatedSchoolStops.ToFlag(); int simulatedEscortStops = personDay.SimulatedEscortStops; // var simulatedEscortStopsFlag = personDay.HasSimulatedEscortStops.ToFlag(); int simulatedPersonalBusinessStops = personDay.SimulatedPersonalBusinessStops; // var simulatedPersonalBusinessStopsFlag = personDay.HasSimulatedPersonalBusinessStops.ToFlag(); int simulatedShoppingStops = personDay.SimulatedShoppingStops; // var simulatedShoppingStopsFlag = personDay.HasSimulatedShoppingStops.ToFlag(); int simulatedMealStops = personDay.SimulatedMealStops; // var simulatedMealStopsFlag = personDay.HasSimulatedMealStops.ToFlag(); int simulatedSocialStops = personDay.SimulatedSocialStops; // var simulatedSocialStopsFlag = personDay.HasSimulatedSocialStops.ToFlag(); // tour inputs int hov2TourFlag = tour.IsHov2Mode().ToFlag(); int hov3TourFlag = tour.IsHov3Mode().ToFlag(); int transitTourFlag = tour.IsTransitMode().ToFlag(); int bikeTourFlag = tour.IsBikeMode().ToFlag(); int walkTourFlag = tour.IsWalkMode().ToFlag(); int notHomeBasedTourFlag = (!tour.IsHomeBasedTour).ToFlag(); int workTourFlag = tour.IsWorkPurpose().ToFlag(); int personalBusinessOrMedicalTourFlag = tour.IsPersonalBusinessOrMedicalPurpose().ToFlag(); int socialOrRecreationTourFlag = tour.IsSocialOrRecreationPurpose().ToFlag(); int schoolTourFlag = tour.IsSchoolPurpose().ToFlag(); int escortTourFlag = tour.IsEscortPurpose().ToFlag(); int shoppingTourFlag = tour.IsShoppingPurpose().ToFlag(); int mealTourFlag = tour.IsMealPurpose().ToFlag(); // trip inputs int oneSimulatedTripFlag = halfTour.OneSimulatedTripFlag; int twoSimulatedTripsFlag = halfTour.TwoSimulatedTripsFlag; int threeSimulatedTripsFlag = halfTour.ThreeSimulatedTripsFlag; int fourSimulatedTripsFlag = halfTour.FourSimulatedTripsFlag; int fiveSimulatedTripsFlag = halfTour.FiveSimulatedTripsFlag; int halfTourFromOriginFlag = trip.IsHalfTourFromOrigin.ToFlag(); int halfTourFromDestinationFlag = (!trip.IsHalfTourFromOrigin).ToFlag(); int beforeMandatoryDestinationFlag = trip.IsBeforeMandatoryDestination().ToFlag(); // remaining inputs int time = trip.IsHalfTourFromOrigin ? tour.DestinationArrivalTime : tour.DestinationDepartureTime; int from7AMto9AMFlag = (time >= Global.Settings.Times.SevenAM && time < Global.Settings.Times.NineAM).ToFlag(); int from9AMto11AMFlag = (time >= Global.Settings.Times.NineAM && time < Global.Settings.Times.ElevenAM).ToFlag(); int from11AMto1PMFlag = (time >= Global.Settings.Times.ElevenAM && time < Global.Settings.Times.OnePM).ToFlag(); int from1PMto3PMFlag = (time >= Global.Settings.Times.OnePM && time < Global.Settings.Times.ThreePM).ToFlag(); int from3PMto5PMFlag = (time >= Global.Settings.Times.ThreePM && time < Global.Settings.Times.FivePM).ToFlag(); int from7PMto9PMFlag = (time >= Global.Settings.Times.SevenPM && time < Global.Settings.Times.NinePM).ToFlag(); int from9PMto11PMFlag = (time >= Global.Settings.Times.NinePM && time < Global.Settings.Times.ElevenPM).ToFlag(); int from11PMto7AMFlag = (time >= Global.Settings.Times.ElevenPM).ToFlag(); double foodRetailServiceMedicalQtrMileLog = household.ResidenceParcel.FoodRetailServiceMedicalLogBuffer1(); int remainingToursCount = personDay.HomeBasedTours - personDay.GetTotalSimulatedTours(); // time-of-day for trip window calculations int startTime = trip.GetStartTime(); // time window in minutes and in hours for yet unmodeled portion of half-tour, only consider persons on this trip int timeWindow = tour.IsHomeBasedTour ? personDay.TimeWindow.AvailableWindow(startTime, Global.Settings.TimeDirections.Both) : tour.ParentTour.TimeWindow.AvailableWindow(startTime, Global.Settings.TimeDirections.Both); double duration = timeWindow / 60D; // connectivity attributes double c34Ratio = trip.OriginParcel.C34RatioBuffer1(); // 0 - NO MORE STOPS ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome); alternative.Choice = Global.Settings.Purposes.NoneOrHome; alternative.AddUtilityTerm(1, twoSimulatedTripsFlag * halfTourFromOriginFlag); alternative.AddUtilityTerm(2, threeSimulatedTripsFlag * halfTourFromOriginFlag); alternative.AddUtilityTerm(3, fourSimulatedTripsFlag * halfTourFromOriginFlag); alternative.AddUtilityTerm(4, fiveSimulatedTripsFlag * halfTourFromOriginFlag); alternative.AddUtilityTerm(5, twoSimulatedTripsFlag * halfTourFromDestinationFlag); alternative.AddUtilityTerm(6, threeSimulatedTripsFlag * halfTourFromDestinationFlag); alternative.AddUtilityTerm(7, fourSimulatedTripsFlag * halfTourFromDestinationFlag); alternative.AddUtilityTerm(8, fiveSimulatedTripsFlag * halfTourFromDestinationFlag); alternative.AddUtilityTerm(9, homeBasedTours); alternative.AddUtilityTerm(10, simulatedToursFlag); alternative.AddUtilityTerm(11, notHomeBasedTourFlag); alternative.AddUtilityTerm(12, beforeMandatoryDestinationFlag); alternative.AddUtilityTerm(16, (transitTourFlag + walkTourFlag + bikeTourFlag) * c34Ratio * foodRetailServiceMedicalQtrMileLog); alternative.AddUtilityTerm(17, transitTourFlag); alternative.AddUtilityTerm(40, schoolTourFlag); // 1 - WORK STOP if (personDay.WorkStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.School) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, true, choice == Global.Settings.Purposes.Work); alternative.Choice = Global.Settings.Purposes.Work; alternative.AddUtilityTerm(33, workTourFlag + schoolTourFlag); // alternative.AddUtility(47, escortTourFlag); // alternative.AddUtility(54, personalBusinessOrMedicalTourFlag); // alternative.AddUtility(61, shoppingTourFlag); // alternative.AddUtility(68, mealTourFlag); // alternative.AddUtility(75, socialOrRecreationTourFlag); alternative.AddUtilityTerm(82, halfTourFromOriginFlag); alternative.AddUtilityTerm(89, simulatedWorkStops); alternative.AddUtilityTerm(96, simulatedWorkStopsFlag); alternative.AddUtilityTerm(103, remainingToursCount); alternative.AddUtilityTerm(110, duration); alternative.AddUtilityTerm(131, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag); alternative.AddUtilityTerm(175, adultMaleFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work); } // 2 - SCHOOL STOP if (personDay.SchoolStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.School) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, true, choice == Global.Settings.Purposes.School); alternative.Choice = Global.Settings.Purposes.School; alternative.AddUtilityTerm(34, workTourFlag + schoolTourFlag); // alternative.AddUtility(48, escortTourFlag); // alternative.AddUtility(55, personalBusinessOrMedicalTourFlag); // alternative.AddUtility(62, shoppingTourFlag); // alternative.AddUtility(69, mealTourFlag); // alternative.AddUtility(76, socialOrRecreationTourFlag); alternative.AddUtilityTerm(83, halfTourFromOriginFlag); alternative.AddUtilityTerm(90, simulatedSchoolStops); // alternative.AddUtility(97, simulatedSchoolStopsFlag); alternative.AddUtilityTerm(104, remainingToursCount); alternative.AddUtilityTerm(111, duration); alternative.AddUtilityTerm(138, from7AMto9AMFlag + from7PMto9PMFlag + from9PMto11PMFlag + from11PMto7AMFlag); alternative.AddUtilityTerm(237, oneSimulatedTripFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School); } // 3 - ESCORT STOP if (personDay.EscortStops > 0 && tour.DestinationPurpose <= Global.Settings.Purposes.Escort) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, true, choice == Global.Settings.Purposes.Escort); alternative.Choice = Global.Settings.Purposes.Escort; alternative.AddUtilityTerm(35, workTourFlag + schoolTourFlag); alternative.AddUtilityTerm(49, escortTourFlag); // alternative.AddUtility(56, personalBusinessOrMedicalTourFlag); // alternative.AddUtility(63, shoppingTourFlag); // alternative.AddUtility(70, mealTourFlag); // alternative.AddUtility(77, socialOrRecreationTourFlag); alternative.AddUtilityTerm(84, halfTourFromOriginFlag); alternative.AddUtilityTerm(91, simulatedEscortStops); // alternative.AddUtility(98, simulatedEscortStopsFlag); alternative.AddUtilityTerm(105, remainingToursCount); alternative.AddUtilityTerm(112, duration); alternative.AddUtilityTerm(146, from7AMto9AMFlag); alternative.AddUtilityTerm(147, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag); alternative.AddUtilityTerm(181, childrenFlag * adultFemaleFlag); alternative.AddUtilityTerm(183, hov2TourFlag); alternative.AddUtilityTerm(184, hov3TourFlag); alternative.AddUtilityTerm(238, oneSimulatedTripFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, false, choice == Global.Settings.Purposes.Escort); } // 4 - PERSONAL BUSINESS STOP if (personDay.PersonalBusinessStops > 0) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, true, choice == Global.Settings.Purposes.PersonalBusiness); alternative.Choice = Global.Settings.Purposes.PersonalBusiness; alternative.AddUtilityTerm(36, workTourFlag + schoolTourFlag); alternative.AddUtilityTerm(50, escortTourFlag); alternative.AddUtilityTerm(57, personalBusinessOrMedicalTourFlag); alternative.AddUtilityTerm(64, shoppingTourFlag); alternative.AddUtilityTerm(71, mealTourFlag); alternative.AddUtilityTerm(78, socialOrRecreationTourFlag); alternative.AddUtilityTerm(85, halfTourFromOriginFlag); alternative.AddUtilityTerm(92, simulatedPersonalBusinessStops); // alternative.AddUtility(99, simulatedPersonalBusinessStopsFlag); alternative.AddUtilityTerm(106, remainingToursCount); alternative.AddUtilityTerm(113, duration); alternative.AddUtilityTerm(154, from7AMto9AMFlag + from7PMto9PMFlag + from9PMto11PMFlag + from11PMto7AMFlag); alternative.AddUtilityTerm(155, from9AMto11AMFlag + from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag); alternative.AddUtilityTerm(195, onePersonHouseholdFlag); alternative.AddUtilityTerm(196, hov2TourFlag); alternative.AddUtilityTerm(197, hov3TourFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, false, choice == Global.Settings.Purposes.PersonalBusiness); } // 5 - SHOPPING STOP if (personDay.ShoppingStops > 0) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, true, choice == Global.Settings.Purposes.Shopping); alternative.Choice = Global.Settings.Purposes.Shopping; alternative.AddUtilityTerm(37, workTourFlag + schoolTourFlag); alternative.AddUtilityTerm(51, escortTourFlag); alternative.AddUtilityTerm(58, personalBusinessOrMedicalTourFlag); alternative.AddUtilityTerm(65, shoppingTourFlag); alternative.AddUtilityTerm(72, mealTourFlag); alternative.AddUtilityTerm(79, socialOrRecreationTourFlag); alternative.AddUtilityTerm(86, halfTourFromOriginFlag); alternative.AddUtilityTerm(93, simulatedShoppingStops); // alternative.AddUtility(100, simulatedShoppingStopsFlag); alternative.AddUtilityTerm(107, remainingToursCount); alternative.AddUtilityTerm(114, duration); alternative.AddUtilityTerm(162, from7AMto9AMFlag + from9PMto11PMFlag + from11PMto7AMFlag); alternative.AddUtilityTerm(164, from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag); alternative.AddUtilityTerm(207, childrenFlag * adultFemaleFlag); alternative.AddUtilityTerm(209, hov2TourFlag); alternative.AddUtilityTerm(210, hov3TourFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, false, choice == Global.Settings.Purposes.Shopping); } // 6 - MEAL STOP if (personDay.MealStops > 0) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, true, choice == Global.Settings.Purposes.Meal); alternative.Choice = Global.Settings.Purposes.Meal; alternative.AddUtilityTerm(38, workTourFlag); alternative.AddUtilityTerm(46, schoolTourFlag); alternative.AddUtilityTerm(52, escortTourFlag); alternative.AddUtilityTerm(59, personalBusinessOrMedicalTourFlag); alternative.AddUtilityTerm(66, shoppingTourFlag); alternative.AddUtilityTerm(73, mealTourFlag); alternative.AddUtilityTerm(80, socialOrRecreationTourFlag); alternative.AddUtilityTerm(87, halfTourFromOriginFlag); alternative.AddUtilityTerm(94, simulatedMealStops); // alternative.AddUtility(101, simulatedMealStopsFlag); alternative.AddUtilityTerm(108, remainingToursCount); alternative.AddUtilityTerm(115, duration); alternative.AddUtilityTerm(170, from7AMto9AMFlag + from11PMto7AMFlag); alternative.AddUtilityTerm(171, from11AMto1PMFlag + from1PMto3PMFlag); alternative.AddUtilityTerm(172, from7PMto9PMFlag); alternative.AddUtilityTerm(221, onePersonHouseholdFlag); alternative.AddUtilityTerm(222, hov2TourFlag); alternative.AddUtilityTerm(223, hov3TourFlag); alternative.AddUtilityTerm(226, partTimeWorkerFlag + retiredAdultFlag + drivingAgeStudentFlag); alternative.AddUtilityTerm(228, nonworkingAdultFlag + childAge5Through15Flag + childUnder5Flag); alternative.AddUtilityTerm(239, oneSimulatedTripFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, false, choice == Global.Settings.Purposes.Meal); } // 7 - SOCIAL (OR RECREATION) STOP if (personDay.SocialStops > 0) { alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, true, choice == Global.Settings.Purposes.Social); alternative.Choice = Global.Settings.Purposes.Social; alternative.AddUtilityTerm(39, workTourFlag + schoolTourFlag); alternative.AddUtilityTerm(53, escortTourFlag); alternative.AddUtilityTerm(60, personalBusinessOrMedicalTourFlag); alternative.AddUtilityTerm(67, shoppingTourFlag); alternative.AddUtilityTerm(74, mealTourFlag); alternative.AddUtilityTerm(81, socialOrRecreationTourFlag); alternative.AddUtilityTerm(88, halfTourFromOriginFlag); alternative.AddUtilityTerm(95, simulatedSocialStops); // alternative.AddUtility(102, simulatedSocialStopsFlag); alternative.AddUtilityTerm(109, remainingToursCount); alternative.AddUtilityTerm(116, duration); alternative.AddUtilityTerm(173, from7AMto9AMFlag + from11PMto7AMFlag); alternative.AddUtilityTerm(174, from11AMto1PMFlag + from1PMto3PMFlag + from3PMto5PMFlag); alternative.AddUtilityTerm(235, hov2TourFlag); alternative.AddUtilityTerm(236, hov3TourFlag); } else { choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, false, choice == Global.Settings.Purposes.Social); } }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonDayWrapper personDay, DayPattern choice = null) { IHouseholdWrapper household = personDay.Household; IParcelWrapper residenceParcel = household.ResidenceParcel; IPersonWrapper person = personDay.Person; int carsPerDriver = household.GetCarsPerDriver(); double mixedDensity = residenceParcel.MixedUse3Index2(); double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2(); double[] purposeLogsums = new double[Global.Settings.Purposes.TotalPurposes]; double[] atUsualLogsums = new double[3]; int carOwnership = person.GetCarOwnershipSegment(); int votSegment = person.Household.GetVotALSegment(); int transitAccess = residenceParcel.TransitAccessSegment(); if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId) { purposeLogsums[Global.Settings.Purposes.Work] = 0; } else { int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel); int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel); ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable); purposeLogsums[Global.Settings.Purposes.Work] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); atUsualLogsums[Global.Settings.Purposes.Work] = Global.AggregateLogsums[person.UsualWorkParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualWorkParcel.TransitAccessSegment()]; } if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId) { purposeLogsums[Global.Settings.Purposes.School] = 0; } else { int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel); int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel); ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable); purposeLogsums[Global.Settings.Purposes.School] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum(); atUsualLogsums[Global.Settings.Purposes.School] = Global.AggregateLogsums[person.UsualSchoolParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualSchoolParcel.TransitAccessSegment()]; } double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess]; purposeLogsums[Global.Settings.Purposes.Escort] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Escort][carOwnership][votSegment][transitAccess]; purposeLogsums[Global.Settings.Purposes.PersonalBusiness] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.PersonalBusiness][carOwnership][votSegment][transitAccess]; purposeLogsums[Global.Settings.Purposes.Shopping] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Shopping][carOwnership][votSegment][transitAccess]; purposeLogsums[Global.Settings.Purposes.Meal] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Meal][carOwnership][votSegment][transitAccess]; purposeLogsums[Global.Settings.Purposes.Social] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Social][carOwnership][votSegment][transitAccess]; purposeLogsums[Global.Settings.Purposes.Recreation] = compositeLogsum; purposeLogsums[Global.Settings.Purposes.Medical] = compositeLogsum; for (int xPurpose = Global.Settings.Purposes.Work; xPurpose <= Global.Settings.Purposes.Social + 10; xPurpose++) { // extra components 1-5 are for 2,3,4,5,6 tour purposes // extra components 6-10 are for 2,3,4,5,6 stop puroposes // recode purpose to match coefficients int purpose = xPurpose <= Global.Settings.Purposes.Social ? xPurpose : xPurpose <= Global.Settings.Purposes.Social + 5 ? Global.Settings.Purposes.Social + 1 : Global.Settings.Purposes.Social + 2; // get correct multiplier on coefficients. double xMultiplier = xPurpose <= Global.Settings.Purposes.Social ? 1.0 : xPurpose <= Global.Settings.Purposes.Social + 5 ? Math.Log(xPurpose - Global.Settings.Purposes.Social + 1) : Math.Log(xPurpose - Global.Settings.Purposes.Social - 5 + 1); choiceProbabilityCalculator.CreateUtilityComponent(xPurpose); ChoiceProbabilityCalculator.Component component = choiceProbabilityCalculator.GetUtilityComponent(xPurpose); component.AddUtilityTerm(100 * purpose + 51, xMultiplier * person.IsFulltimeWorker.ToFlag()); component.AddUtilityTerm(100 * purpose + 2, xMultiplier * person.IsPartTimeWorker.ToFlag()); component.AddUtilityTerm(100 * purpose + 3, xMultiplier * person.IsRetiredAdult.ToFlag()); component.AddUtilityTerm(100 * purpose + 4, xMultiplier * person.IsNonworkingAdult.ToFlag()); component.AddUtilityTerm(100 * purpose + 5, xMultiplier * person.IsUniversityStudent.ToFlag()); component.AddUtilityTerm(100 * purpose + 6, xMultiplier * person.IsDrivingAgeStudent.ToFlag()); component.AddUtilityTerm(100 * purpose + 7, xMultiplier * person.IsChildAge5Through15.ToFlag()); component.AddUtilityTerm(100 * purpose + 8, xMultiplier * person.IsChildUnder5.ToFlag()); component.AddUtilityTerm(100 * purpose + 9, xMultiplier * household.Has0To25KIncome.ToFlag()); component.AddUtilityTerm(100 * purpose + 10, xMultiplier * household.Has25To45KIncome.ToFlag()); component.AddUtilityTerm(100 * purpose + 11, xMultiplier * household.Has75KPlusIncome.ToFlag()); component.AddUtilityTerm(100 * purpose + 12, xMultiplier * carsPerDriver); component.AddUtilityTerm(100 * purpose + 13, xMultiplier * person.IsOnlyAdult().ToFlag()); component.AddUtilityTerm(100 * purpose + 14, xMultiplier * person.IsOnlyFullOrPartTimeWorker().ToFlag()); component.AddUtilityTerm(100 * purpose + 15, xMultiplier * 0); component.AddUtilityTerm(100 * purpose + 16, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag()); component.AddUtilityTerm(100 * purpose + 17, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag()); component.AddUtilityTerm(100 * purpose + 18, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag()); component.AddUtilityTerm(100 * purpose + 19, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag()); component.AddUtilityTerm(100 * purpose + 20, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag()); component.AddUtilityTerm(100 * purpose + 21, xMultiplier * person.AgeIsBetween18And25.ToFlag()); component.AddUtilityTerm(100 * purpose + 22, xMultiplier * person.AgeIsBetween26And35.ToFlag()); component.AddUtilityTerm(100 * purpose + 23, xMultiplier * person.AgeIsBetween51And65.ToFlag()); component.AddUtilityTerm(100 * purpose + 24, xMultiplier * person.WorksAtHome().ToFlag()); component.AddUtilityTerm(100 * purpose + 25, xMultiplier * mixedDensity); component.AddUtilityTerm(100 * purpose + 26, xMultiplier * intersectionDensity); component.AddUtilityTerm(100 * purpose + 27, xMultiplier * purposeLogsums[purpose]); component.AddUtilityTerm(100 * purpose + 28, xMultiplier * person.TransitPassOwnership); } // tour utility int tourComponentIndex = Global.Settings.Purposes.Social + 11; choiceProbabilityCalculator.CreateUtilityComponent(tourComponentIndex); ChoiceProbabilityCalculator.Component tourComponent = choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex); tourComponent.AddUtilityTerm(1401, carsPerDriver); tourComponent.AddUtilityTerm(1402, person.WorksAtHome().ToFlag()); tourComponent.AddUtilityTerm(1403, mixedDensity); tourComponent.AddUtilityTerm(1404, mixedDensity * person.IsChildAge5Through15.ToFlag()); tourComponent.AddUtilityTerm(1405, compositeLogsum); tourComponent.AddUtilityTerm(1406, person.TransitPassOwnership); // stop utility int stopComponentIndex = Global.Settings.Purposes.Social + 12; choiceProbabilityCalculator.CreateUtilityComponent(stopComponentIndex); ChoiceProbabilityCalculator.Component stopComponent = choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex); stopComponent.AddUtilityTerm(1411, carsPerDriver); stopComponent.AddUtilityTerm(1412, person.WorksAtHome().ToFlag()); stopComponent.AddUtilityTerm(1413, mixedDensity); stopComponent.AddUtilityTerm(1414, mixedDensity * person.IsChildAge5Through15.ToFlag()); stopComponent.AddUtilityTerm(1415, compositeLogsum); stopComponent.AddUtilityTerm(1416, person.TransitPassOwnership); for (int alternativeIndex = 0; alternativeIndex < TOTAL_ALTERNATIVES; alternativeIndex++) { DayPattern dayPattern = _dayPatterns[alternativeIndex]; bool available = // work tours and stops only available for workers (person.IsWorker || (dayPattern.WorkTours <= 0 && dayPattern.WorkStops <= 0)) && // school tours and stops only available for students with usual school parcel not at home ((person.IsStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcel != person.Household.ResidenceParcel) || (dayPattern.SchoolTours <= 0 && dayPattern.SchoolStops <= 0)) && // school stops not available if usual school parcel is same as usual work parcel ((person.IsStudent && person.UsualSchoolParcel != null && person.UsualSchoolParcel != person.UsualWorkParcel) || (dayPattern.SchoolStops <= 0)); ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alternativeIndex, available, choice != null && choice.Equals(dayPattern)); if (!Global.Configuration.IsInEstimationMode && !alternative.Available) { continue; } alternative.Choice = dayPattern; // components for the purposes for (int purpose = Global.Settings.Purposes.Work; purpose <= Global.Settings.Purposes.Social; purpose++) { if (dayPattern.Tours[purpose] > 0 || dayPattern.Stops[purpose] > 0) { alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(purpose)); if (dayPattern.Tours[purpose] > 0) { alternative.AddUtilityTerm(100 * purpose, 1); // tour purpose ASC alternative.AddUtilityTerm(100 * purpose + 29, purposeLogsums[purpose]); // tour purpose logsum alternative.AddUtilityTerm(100 * purpose + 30, person.PaidParkingAtWorkplace); // only use for work purpose } if (dayPattern.Stops[purpose] > 0) { alternative.AddUtilityTerm(100 * purpose + 1, 1); // stop purpose ASC alternative.AddUtilityTerm(100 * purpose + 31, purposeLogsums[purpose]); // stop purpose logsum } if (Global.Configuration.IsInEstimationMode) { alternative.AddUtilityTerm(100 * purpose + 32, 1 - person.PaperDiary); alternative.AddUtilityTerm(100 * purpose + 33, person.ProxyResponse); } } } // multiple tour purposes component if (dayPattern.TotalTours > 1) { alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + (dayPattern.TotalTours - 1))); } // multiple stop purposes component if (dayPattern.TotalStops > 1) { alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + 5 + (dayPattern.TotalStops - 1))); } for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social; tourPurpose++) { for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 1; stopPurpose++) { if (tourPurpose > Global.Settings.Purposes.School && stopPurpose <= Global.Settings.Purposes.School) { continue; } if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Stops[stopPurpose] > 0) { alternative.AddUtilityTerm(1000 + 10 * tourPurpose + stopPurpose, 1); // tour-stop comb. utility } } } for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.School; tourPurpose++) { if (dayPattern.Tours[tourPurpose] == 1 && dayPattern.TotalStops >= 1) { alternative.AddUtilityTerm(1000 + 10 * tourPurpose, purposeLogsums[tourPurpose]); // usual location logsum x presence of stops in work or school pattern alternative.AddUtilityTerm(1000 + 10 * tourPurpose + 8, compositeLogsum); // home aggregate logsum x presence of stops in work or school pattern alternative.AddUtilityTerm(1000 + 10 * tourPurpose + 9, atUsualLogsums[tourPurpose]); // at usual location aggregate logsum x presence of stops in work or school pattern } } for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social - 2; tourPurpose++) { for (int tourPurpose2 = tourPurpose + 1; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++) { if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0) { alternative.AddUtilityTerm(1100 + 10 * tourPurpose + tourPurpose2, 1); // tour-tour comb. utility } } } for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 2; stopPurpose++) { for (int stopPurpose2 = stopPurpose + 1; stopPurpose2 <= Global.Settings.Purposes.Social; stopPurpose2++) { if (dayPattern.Stops[stopPurpose] > 0 && dayPattern.Stops[stopPurpose2] > 0) { alternative.AddUtilityTerm(1200 + 10 * stopPurpose + stopPurpose2, 1); // stop-stop comb. utility } } } if (dayPattern.TotalTours > 0 && dayPattern.TotalStops > 0) { int totalStops = dayPattern.TotalStops; if (totalStops > 3) { totalStops = 3; } alternative.AddUtilityTerm(1300 + 10 * dayPattern.TotalTours + totalStops, 1); // nttour-ntstop utility } if (dayPattern.TotalTours - dayPattern.Tours[Global.Settings.Purposes.Work] - dayPattern.Tours[Global.Settings.Purposes.School] > 0) { // tour utility alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex)); } if (dayPattern.TotalStops - dayPattern.Stops[Global.Settings.Purposes.Work] - dayPattern.Stops[Global.Settings.Purposes.School] > 0) { // stop utility alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex)); } } }
private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, IPersonWrapper person, int sampleSize, IParcelWrapper choice = null, bool choseHome = false) { int segment = Global.ContainerDaySim.GetInstance <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(Global.Settings.Purposes.Work, Global.Settings.TourPriorities.HomeBasedTour, Global.Settings.Modes.Sov, person.PersonType); DestinationSampler destinationSampler = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, choice, person.Household.ResidenceParcel); int destinationArrivalTime = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel); int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel); WorkLocationUtilities workLocationUtilites = new WorkLocationUtilities(this, person, sampleSize, destinationArrivalTime, destinationDepartureTime); destinationSampler.SampleTourDestinations(workLocationUtilites); //var alternative = choiceProbabilityCalculator.GetAlternative(countSampled, true); // JLB 20120329 added third call parameter to idenitfy whether this alt is chosen or not if (Global.Configuration.IsInEstimationMode && !ESTIMATE_NESTED_MODEL) { return; } ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(sampleSize, true, choseHome); alternative.Choice = person.Household.ResidenceParcel; alternative.AddUtilityTerm(41, 1); alternative.AddUtilityTerm(42, person.IsPartTimeWorker.ToFlag()); alternative.AddUtilityTerm(43, person.IsStudentAge.ToFlag()); alternative.AddUtilityTerm(44, person.IsFemale.ToFlag()); alternative.AddUtilityTerm(89, 1); //new dummy size variable for oddball alt alternative.AddUtilityTerm(90, 100); //old dummy size variable for oddball alt // OD shadow pricing - add for work at home if (Global.Configuration.ShouldUseODShadowPricing && Global.Configuration.UseODShadowPricingForWorkAtHomeAlternative) { int res = person.Household.ResidenceParcel.District; int des = person.Household.ResidenceParcel.District; //var first = res <= des? res : des; //var second = res <= des? des : res; double shadowPriceConfigurationParameter = res == des ? Global.Configuration.WorkLocationOOShadowPriceCoefficient : Global.Configuration.WorkLocationODShadowPriceCoefficient; int odShadowPriceF12Value = MAX_REGULAR_PARAMETER + Global.Configuration.NumberOfODShadowPricingDistricts * (res - 1) + des; alternative.AddUtilityTerm(odShadowPriceF12Value, shadowPriceConfigurationParameter); } // set shadow price depending on persontype and add it to utility // we are using the sampling adjustment factor assuming that it is 1 if (Global.Configuration.ShouldUseShadowPricing && Global.Configuration.UseWorkShadowPricingForWorkAtHomeAlternative) { alternative.AddUtilityTerm(1, person.Household.ResidenceParcel.ShadowPriceForEmployment); } //make oddball alt unavailable and remove nesting for estimation of conditional MNL alternative.AddNestedAlternative(sampleSize + 3, 1, THETA_PARAMETER); }
public PersonDayWrapper(IPersonDay personDay, IPersonWrapper personWrapper, IHouseholdDayWrapper householdDayWrapper) : base(personDay, personWrapper, householdDayWrapper) { _personDay = (IActumPersonDay)personDay; }
protected virtual void RegionSpecificCustomizations(ChoiceProbabilityCalculator.Alternative alternative, IPersonWrapper _person, IParcelWrapper destinationParcel) { //PSRC customization dll for example //Global.PrintFile.WriteLine("Generic Default WorkLocationModel.RegionSpecificCustomizations being called so must not be overridden by CustomizationDll"); }