コード例 #1
0
        public ChoiceProbabilityCalculator.Alternative RunNested(ITourWrapper tour, IParcelWrapper destinationParcel, int householdCars, double transitDiscountFraction)
        {
            if (Global.Configuration.AvoidDisaggregateModeChoiceLogsums)
            {
                return(null);
            }
            var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetNestedChoiceProbabilityCalculator();

            IHouseholdDayWrapper householdDay = (tour.PersonDay == null) ? null : tour.PersonDay.HouseholdDay;

            int constrainedMode          = 0;
            int constrainedArrivalTime   = (Global.Configuration.ConstrainTimesForModeChoiceLogsums) ? tour.DestinationArrivalTime : 0;
            int constrainedDepartureTime = (Global.Configuration.ConstrainTimesForModeChoiceLogsums) ? tour.DestinationDepartureTime : 0;

            tour.DestinationParcel = destinationParcel;
            HTourModeTime.SetModeTimeImpedances(householdDay, tour, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, -1, -1.0);

            RunModel(choiceProbabilityCalculator, householdDay, tour, destinationParcel, householdCars, constrainedMode, constrainedArrivalTime, constrainedDepartureTime);

            return(choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility));
        }
コード例 #2
0
        public ChoiceProbabilityCalculator.Alternative RunNested(ITourWrapper tour, IParcelWrapper destinationParcel, int householdCars, double transitDiscountFraction)
        {
            if (Global.Configuration.AvoidDisaggregateModeChoiceLogsums)
            {
                return(null);
            }
            ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetNestedChoiceProbabilityCalculator();

            IHouseholdDayWrapper householdDay = (tour.PersonDay == null) ? null : tour.PersonDay.HouseholdDay;

            int constrainedMode          = 0;
            int constrainedArrivalTime   = (Global.Configuration.ConstrainTimesForModeChoiceLogsums) ? tour.DestinationArrivalTime : 0;
            int constrainedDepartureTime = (Global.Configuration.ConstrainTimesForModeChoiceLogsums) ? tour.DestinationDepartureTime : 0;

            tour.DestinationParcel = destinationParcel;
            //using tour.DestinationParcel as a temporary value, may want to make destinationParcel another call parameter below instead
            HTourModeTime.SetModeTimeImpedances(householdDay, tour, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, householdCars, transitDiscountFraction);


            RunModel(choiceProbabilityCalculator, householdDay, tour, destinationParcel, householdCars, constrainedMode, constrainedArrivalTime, constrainedDepartureTime);

            return(choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility));
        }
コード例 #3
0
        public void Run(IHouseholdDayWrapper householdDay, ITourWrapper tour,
                        int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime)
        {
            if (tour == null)
            {
                throw new ArgumentNullException("tour");
            }

            //HTourModeTime.InitializeTourModeTimes();

            tour.PersonDay.ResetRandom(50 + tour.Sequence - 1);

            if (Global.Configuration.IsInEstimationMode)
            {
                if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME)
                {
                    return;
                }
                // JLB 20140421 add the following to keep from estimatign twice for the same tour
                if (tour.DestinationModeAndTimeHaveBeenSimulated)
                {
                    return;
                }
                if (tour.DestinationParcel == null || tour.OriginParcel == null || tour.Mode < Global.Settings.Modes.Walk || tour.Mode > Global.Settings.Modes.SchoolBus)
                {
                    return;
                }
            }

            // set remaining inputs

            HTourModeTime.SetModeTimeImpedances(householdDay, tour, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, -1, -1.0);

            ChoiceProbabilityCalculator choiceProbabilityCalculator = _helpers[ParallelUtility.threadLocalAssignedIndex.Value].GetChoiceProbabilityCalculator(tour.Id);

            if (_helpers[ParallelUtility.threadLocalAssignedIndex.Value].ModelIsInEstimationMode)
            {
                HTourModeTime observedChoice = new HTourModeTime(tour.Mode, tour.DestinationArrivalTime, tour.DestinationDepartureTime);

                RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable,
                         constrainedMode, constrainedArrivalTime, constrainedDepartureTime,
                         observedChoice);

                choiceProbabilityCalculator.WriteObservation();
            }
            else if (Global.Configuration.TestEstimationModelInApplicationMode)
            {
                Global.Configuration.IsInEstimationMode = false;

                RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable,
                         constrainedMode, constrainedArrivalTime, constrainedDepartureTime);

                HTourModeTime observedChoice = new HTourModeTime(tour.Mode, tour.DestinationArrivalTime, tour.DestinationDepartureTime);

                ChoiceProbabilityCalculator.Alternative simulatedChoice = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility, tour.Id, observedChoice.Index);

                Global.Configuration.IsInEstimationMode = true;
            }
            else
            {
                HTourModeTime choice;

                if (constrainedMode > 0 && constrainedArrivalTime > 0 && constrainedDepartureTime > 0)
                {
                    choice = new HTourModeTime(constrainedMode, constrainedArrivalTime, constrainedDepartureTime);
                }
                else
                {
                    RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable,
                             constrainedMode, constrainedArrivalTime, constrainedDepartureTime);
                    ChoiceProbabilityCalculator.Alternative simulatedChoice = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility);

                    if (simulatedChoice == null)
                    {
                        Global.PrintFile.WriteNoAlternativesAvailableWarning(CHOICE_MODEL_NAME, "Run", tour.PersonDay.Id);
                        if (!Global.Configuration.IsInEstimationMode)
                        {
                            tour.PersonDay.IsValid = false;
                            tour.PersonDay.HouseholdDay.IsValid = false;
                        }
                        return;
                    }
                    choice = (HTourModeTime)simulatedChoice.Choice;
                }

                tour.Mode = choice.Mode;
                MinuteSpan arrivalPeriod   = choice.ArrivalPeriod;
                MinuteSpan departurePeriod = choice.DeparturePeriod;
                //use constrained times to set temporary arrival and departure times with minimum duration of stay for time window calculations
                if (constrainedArrivalTime > 0 || constrainedDepartureTime > 0)
                {
                    if (constrainedArrivalTime > 0)
                    {
                        tour.DestinationArrivalTime = constrainedArrivalTime;
                    }
                    else
                    {
                        tour.DestinationArrivalTime = Math.Min(arrivalPeriod.End, constrainedDepartureTime - Global.Settings.Times.MinimumActivityDuration);
                    }
                    if (constrainedDepartureTime > 0)
                    {
                        tour.DestinationDepartureTime = constrainedDepartureTime;
                    }
                    else
                    {
                        tour.DestinationDepartureTime = Math.Max(departurePeriod.Start, constrainedArrivalTime + Global.Settings.Times.MinimumActivityDuration);
                    }
                }
                //or if times aren't constrained use periods to set temporary arrival and departure times with minimum duration of stay for time window calculations
                else if (arrivalPeriod == departurePeriod)
                {
                    int departureTime = Math.Max(choice.GetRandomDepartureTime(householdDay, tour), departurePeriod.Start + Global.Settings.Times.MinimumActivityDuration);
                    tour.DestinationArrivalTime   = departureTime - Global.Settings.Times.MinimumActivityDuration;
                    tour.DestinationDepartureTime = departureTime;
                }
                else if (arrivalPeriod.End == departurePeriod.Start - 1)
                {
                    tour.DestinationArrivalTime   = arrivalPeriod.End;
                    tour.DestinationDepartureTime = arrivalPeriod.End + Global.Settings.Times.MinimumActivityDuration;
                }
                else
                {
                    tour.DestinationArrivalTime   = arrivalPeriod.End;
                    tour.DestinationDepartureTime = departurePeriod.Start;
                }
            }
        }
コード例 #4
0
        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);
                }
            }
        }
コード例 #5
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, TourWrapper tour,
                              int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null)
        {
            var household       = tour.Household;
            var person          = tour.Person;
            var personDay       = tour.PersonDay;
            var householdTotals = household.HouseholdTotals;

            // household inputs
            var childrenUnder5        = householdTotals.ChildrenUnder5;
            var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
            var nonworkingAdults      = householdTotals.NonworkingAdults;
            var retiredAdults         = householdTotals.RetiredAdults;

            var onePersonHouseholdFlag = household.IsOnePersonHousehold.ToFlag();
            var twoPersonHouseholdFlag = household.IsTwoPersonHousehold.ToFlag();

            var householdCars           = household.VehiclesAvailable;
            var noCarsInHouseholdFlag   = household.GetFlagForNoCarsInHousehold(householdCars);
            var carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
            var carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);

            var HHwithChildrenFlag      = household.HasChildren.ToFlag();
            var HHwithSmallChildrenFlag = household.HasChildrenUnder5.ToFlag();
            var HHwithLowIncomeFlag     = (household.Income >= 300000 && household.Income < 600000).ToFlag();
            var HHwithMidleIncomeFlag   = (household.Income >= 600000 && household.Income < 900000).ToFlag();
            var HHwithHighIncomeFlag    = (household.Income >= 900000).ToFlag();

            var primaryFamilyTimeFlag = householdDay.PrimaryPriorityTimeFlag;


            // person inputs
            var partTimeWorkerFlag     = person.IsPartTimeWorker.ToFlag();
            var nonworkingAdultFlag    = person.IsNonworkingAdult.ToFlag();
            var universityStudentFlag  = person.IsUniversityStudent.ToFlag();
            var retiredAdultFlag       = person.IsRetiredAdult.ToFlag();
            var fullTimeWorkerFlag     = person.IsFulltimeWorker.ToFlag();
            var childAge5Through15Flag = person.IsChildAge5Through15.ToFlag();
            var childUnder5Flag        = person.IsChildUnder5.ToFlag();
            var adultFlag = person.IsAdult.ToFlag();

            var maleFlag   = person.IsMale.ToFlag();
            var femaleFlag = person.IsFemale.ToFlag();

            var PTpass = person.TransitPassOwnership;

            // person-day inputs
            var homeBasedToursOnlyFlag          = personDay.OnlyHomeBasedToursExist().ToFlag();
            var firstSimulatedHomeBasedTourFlag = personDay.IsFirstSimulatedHomeBasedTour().ToFlag();
            var laterSimulatedHomeBasedTourFlag = personDay.IsLaterSimulatedHomeBasedTour().ToFlag();
            var totalStops              = personDay.GetTotalStops();
            var totalSimulatedStops     = personDay.GetTotalSimulatedStops();
            var escortStops             = personDay.EscortStops;
            var homeBasedTours          = personDay.HomeBasedTours;
            var simulatedHomeBasedTours = personDay.SimulatedHomeBasedTours;


            // tour inputs
            var escortTourFlag           = tour.IsEscortPurpose().ToFlag();
            var shoppingTourFlag         = tour.IsShoppingPurpose().ToFlag();
            var socialTourFlag           = tour.IsSocialPurpose().ToFlag();
            var personalBusinessTourFlag = tour.IsPersonalBusinessPurpose().ToFlag();
            var workTourFlag             = tour.IsWorkPurpose().ToFlag();
            var educationTourFlag        = tour.IsSchoolPurpose().ToFlag();
            var businessTourFlag         = tour.IsBusinessPurpose().ToFlag();

            var  originParcel         = tour.OriginParcel;
            var  destinationParcel    = tour.DestinationParcel;
            var  jointTourFlag        = (tour.JointTourSequence > 0) ? 1 : 0;
            var  partialHalfTour1Flag = (tour.PartialHalfTour1Sequence > 0) ? 1 : 0;
            var  partialHalfTour2Flag = (tour.PartialHalfTour2Sequence > 0) ? 1 : 0;
            bool partialHalfTour      = (tour.PartialHalfTour1Sequence > 0 || tour.PartialHalfTour2Sequence > 0);
            var  fullHalfTour1Flag    = (tour.FullHalfTour1Sequence > 0) ? 1 : 0;
            var  fullHalfTour2Flag    = (tour.FullHalfTour2Sequence > 0) ? 1 : 0;


            // remaining inputs
            // Higher priority tour of 2+ tours for the same purpose
            var highPrioritySameFlag = (tour.GetTotalToursByPurpose() > tour.GetTotalSimulatedToursByPurpose() && tour.GetTotalSimulatedToursByPurpose() == 1).ToFlag();

            // Lower priority tour(s) of 2+ tours for the same purpose
            var lowPrioritySameFlag = (tour.GetTotalSimulatedToursByPurpose() > 1).ToFlag();

            // Higher priority tour of 2+ tours for different purposes
            var highPriorityDifferentFlag = (personDay.IsFirstSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - highPrioritySameFlag);

            // Lower priority tour of 2+ tours for different purposes
            var lowPriorityDifferentFlag = (personDay.IsLaterSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - lowPrioritySameFlag);

            var timeWindow = tour.GetRelevantTimeWindow(householdDay);
            var totalMinutesAvailableInDay = timeWindow.TotalAvailableMinutes(1, 1440);

            if (totalMinutesAvailableInDay < 0)
            {
                if (!Global.Configuration.IsInEstimationMode)
                {
                    householdDay.IsValid = false;
                }
                totalMinutesAvailableInDay = 0;
            }

            int bigPeriodCount = DayPeriod.H_BIG_DAY_PERIOD_TOTAL_TOUR_TIMES;
            int nPeriodCombs   = bigPeriodCount * (bigPeriodCount + 1) / 2;

            bool useTimeComponents = Global.Configuration.IsInEstimationMode || constrainedArrivalTime == 0 || constrainedDepartureTime == 0;
            int  componentIndex    = 0;
            int  periodComb        = -1;

            //set components
            if (useTimeComponents)
            {
                for (var arrivalPeriodIndex = 0; arrivalPeriodIndex < bigPeriodCount; arrivalPeriodIndex++)
                {
                    var arrivalPeriod = DayPeriod.HBigDayPeriods[arrivalPeriodIndex];
                    var arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End);

                    for (var departurePeriodIndex = arrivalPeriodIndex; departurePeriodIndex < bigPeriodCount; departurePeriodIndex++)
                    {
                        var departurePeriod = DayPeriod.HBigDayPeriods[departurePeriodIndex];
                        var departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End);

                        if (arrivalPeriod == departurePeriod)
                        {
                            componentIndex = arrivalPeriodIndex;
                            choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
                            var arrivalComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);

                            if (arrivalPeriodAvailableMinutes > 0)
                            {
                                var hoursArrival = arrivalPeriod.Middle / 60.0;
                                var firstCoef    = 300;
                                arrivalComponent.AddUtilityTerm(300, Math.Log(arrivalPeriodAvailableMinutes));
                                //arrival shift variables
                                arrivalComponent.AddUtilityTerm(firstCoef + 2, partTimeWorkerFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 3, nonworkingAdultFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 4, universityStudentFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 5, retiredAdultFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 6, childAge5Through15Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 7, childUnder5Flag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 8, educationTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 9, escortTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 10, shoppingTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 11, businessTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 12, personalBusinessTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 13, socialTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 14, workTourFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 15, primaryFamilyTimeFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 16, HHwithLowIncomeFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 17, HHwithMidleIncomeFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 18, HHwithHighIncomeFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 19, highPrioritySameFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 20, lowPrioritySameFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 21, highPriorityDifferentFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 22, lowPriorityDifferentFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 23, jointTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 24, partialHalfTour1Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 25, fullHalfTour1Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 26, partialHalfTour2Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 27, fullHalfTour2Flag * hoursArrival);
                            }

                            componentIndex = bigPeriodCount + departurePeriodIndex;
                            choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
                            var departureComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);


                            if (departurePeriodAvailableMinutes > 0)
                            {
                                departureComponent.AddUtilityTerm(300, Math.Log(departurePeriodAvailableMinutes));
                            }
                        }
                        // set period combination component
                        periodComb++;
                        componentIndex = 2 * bigPeriodCount + periodComb;
                        choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
                        var combinationComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);

                        if (arrivalPeriodAvailableMinutes > 0 && departurePeriodAvailableMinutes > 0)
                        {
                            var hoursDuration = (departurePeriod.Middle - arrivalPeriod.Middle) / 60.0;

                            var firstCoef = 700;
                            //combination constants
                            combinationComponent.AddUtilityTerm(firstCoef + periodComb, 1.0);
                            // duration shift variables
                            combinationComponent.AddUtilityTerm(firstCoef + 30, primaryFamilyTimeFlag * hoursDuration);

                            combinationComponent.AddUtilityTerm(firstCoef + 31, escortTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 32, shoppingTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 33, educationTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 34, socialTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 35, personalBusinessTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 36, businessTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 37, workTourFlag * hoursDuration);

                            combinationComponent.AddUtilityTerm(firstCoef + 38, highPrioritySameFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 39, lowPrioritySameFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 40, highPriorityDifferentFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 41, lowPriorityDifferentFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 42, partTimeWorkerFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 43, jointTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 44, partialHalfTour1Flag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 45, fullHalfTour1Flag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 46, partialHalfTour2Flag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 47, fullHalfTour2Flag * hoursDuration);

                            // peak-to-peak variables
                            if (arrivalPeriod.Index == DayPeriod.AM_PEAK && departurePeriod.Index == DayPeriod.PM_PEAK)
                            {
                                combinationComponent.AddUtilityTerm(firstCoef + 48, fullTimeWorkerFlag);
                                combinationComponent.AddUtilityTerm(firstCoef + 49, partTimeWorkerFlag);
                                combinationComponent.AddUtilityTerm(firstCoef + 50, maleFlag);
                            }
                        }
                    }
                }
            }
            for (var mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.SchoolBus; mode++)
            {
                componentIndex = 2 * bigPeriodCount + nPeriodCombs + mode - 1;
                choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
                var modeComponent = choiceProbabilityCalculator.GetUtilityComponent(componentIndex);

                if (mode == Global.Settings.Modes.SchoolBus)
                {
                    modeComponent.AddUtilityTerm(10, 1);
                }
                else if (mode == Global.Settings.Modes.ParkAndRide)
                {
                    modeComponent.AddUtilityTerm(10, 1);
                }
                else if (mode == Global.Settings.Modes.Transit)
                {
                    modeComponent.AddUtilityTerm(20, 1);
                    modeComponent.AddUtilityTerm(21, femaleFlag);
                    //modeComponent.AddUtilityTerm(22, retiredAdultFlag);

                    modeComponent.AddUtilityTerm(22, PTpass);

                    modeComponent.AddUtilityTerm(23, HHwithLowIncomeFlag);
                    modeComponent.AddUtilityTerm(24, HHwithMidleIncomeFlag);
                    modeComponent.AddUtilityTerm(25, HHwithHighIncomeFlag);

                    modeComponent.AddUtilityTerm(26, childrenUnder5);
                    modeComponent.AddUtilityTerm(27, childrenAge5Through15);
                    modeComponent.AddUtilityTerm(28, nonworkingAdults + retiredAdults);

                    //modeComponent.AddUtilityTerm(26, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(29, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.Hov3)
                {
                    modeComponent.AddUtilityTerm(30, 1);
                    modeComponent.AddUtilityTerm(31, childrenUnder5);
                    modeComponent.AddUtilityTerm(32, childrenAge5Through15);
                    modeComponent.AddUtilityTerm(34, nonworkingAdults + retiredAdults);
                    modeComponent.AddUtilityTerm(35, femaleFlag);

                    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(40, 1);
                    modeComponent.AddUtilityTerm(41, maleFlag);
                    //modeComponent.AddUtilityTerm(41, onePersonHouseholdFlag);

                    //modeComponent.AddUtilityTerm(42, childrenUnder5);
                    //modeComponent.AddUtilityTerm(43, childrenAge5Through15);
                    //modeComponent.AddUtilityTerm(44, nonworkingAdults + retiredAdults);

                    //GV: these are significant and plus
                    modeComponent.AddUtilityTerm(42, HHwithLowIncomeFlag);
                    modeComponent.AddUtilityTerm(43, HHwithMidleIncomeFlag);
                    modeComponent.AddUtilityTerm(44, HHwithHighIncomeFlag);

                    modeComponent.AddUtilityTerm(46, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(47, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.Sov)
                {
                    modeComponent.AddUtilityTerm(50, 1);
                    modeComponent.AddUtilityTerm(51, maleFlag);
                    modeComponent.AddUtilityTerm(52, fullTimeWorkerFlag);
                    modeComponent.AddUtilityTerm(53, partTimeWorkerFlag);
                    modeComponent.AddUtilityTerm(54, onePersonHouseholdFlag);

                    //GV: these are NOT significant
                    //modeComponent.AddUtilityTerm(53, HHwithLowIncomeFlag);
                    //modeComponent.AddUtilityTerm(54, HHwithMidleIncomeFlag);
                    //modeComponent.AddUtilityTerm(55, HHwithHighIncomeFlag);

                    modeComponent.AddUtilityTerm(57, carsLessThanWorkersFlag);
                }
                else if (mode == Global.Settings.Modes.Bike)
                {
                    modeComponent.AddUtilityTerm(60, 1);
                    modeComponent.AddUtilityTerm(61, femaleFlag);
                    modeComponent.AddUtilityTerm(62, childrenUnder5);
                    modeComponent.AddUtilityTerm(63, childAge5Through15Flag);

                    modeComponent.AddUtilityTerm(64, fullTimeWorkerFlag);
                    modeComponent.AddUtilityTerm(65, partTimeWorkerFlag);

                    modeComponent.AddUtilityTerm(66, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(67, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.Walk)
                {
                    modeComponent.AddUtilityTerm(70, 1.0);
                    //modeComponent.AddUtilityTerm(71, femaleFlag);
                    modeComponent.AddUtilityTerm(72, nonworkingAdults);
                    modeComponent.AddUtilityTerm(73, retiredAdults);

                    modeComponent.AddUtilityTerm(76, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(77, carsLessThanDriversFlag);
                }

                //GV: Estimation of importance of "purpose" per mode - SOV is zero-alt and Work is zero-alt
                if (mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.Hov2 ||
                    mode == Global.Settings.Modes.Hov3 || mode == Global.Settings.Modes.Transit)
                {
                    var firstCoef = 200 + 10 * mode;

                    modeComponent.AddUtilityTerm(firstCoef + 0, escortTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 1, shoppingTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 2, educationTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 3, socialTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 4, personalBusinessTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 5, businessTourFlag);
                    //modeComponent.AddUtilityTerm(firstCoef + 6, workTourFlag); //GV: "work" is zero alternative

                    modeComponent.AddUtilityTerm(firstCoef + 7, jointTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 8, Math.Min(partialHalfTour1Flag + partialHalfTour2Flag, 1.0));
                    modeComponent.AddUtilityTerm(firstCoef + 9, Math.Min(fullHalfTour1Flag + fullHalfTour2Flag, 1.0));
                }
            }



            //loop on all alternatives, using modeTimes objects
            {
                foreach (var modeTimes in HTourModeTime.ModeTimes[ParallelUtility.GetBatchFromThreadId()])
                {
                    var arrivalPeriod = modeTimes.ArrivalPeriod;
                    var arrivalPeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(arrivalPeriod.Start, arrivalPeriod.End);

                    var departurePeriod = modeTimes.DeparturePeriod;
                    var departurePeriodAvailableMinutes = timeWindow.TotalAvailableMinutes(departurePeriod.Start, departurePeriod.End);
                    periodComb = modeTimes.PeriodCombinationIndex;

                    var mode = modeTimes.Mode;

                    var altIndex = modeTimes.Index;


                    //set availabillity based on time window variables and any constrained choices
                    bool available = modeTimes.LongestFeasibleWindow != null &&
                                     (mode > 0) &&
                                     (mode <= Global.Settings.Modes.Transit) &&
                                     (person.Age >= 18 || (modeTimes.Mode != Global.Settings.Modes.Sov && modeTimes.Mode != Global.Settings.Modes.HovDriver)) &&
                                     (constrainedMode > 0 || mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.HovDriver || mode == Global.Settings.Modes.Transit || !partialHalfTour)
                    ;

                    var alternative = choiceProbabilityCalculator.GetAlternative(altIndex, available,
                                                                                 choice != null && choice.Index == altIndex);

                    alternative.Choice = modeTimes;                     // JLB added 20130420

                    //alternative.AddNestedAlternative(HTourModeTime.TOTAL_TOUR_MODE_TIMES + periodComb + 1, periodComb, THETA_PARAMETER);
                    alternative.AddNestedAlternative(HTourModeTime.TotalTourModeTimes + mode, mode - 1, THETA_PARAMETER);

                    if (Global.Configuration.IsInEstimationMode && altIndex == choice.Index)
                    {
                        Global.PrintFile.WriteLine("Aper Dper Mode {0} {1} {2} Travel Times {3} {4} Window {5} {6}",
                                                   arrivalPeriod.Index, departurePeriod.Index, mode,
                                                   modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1,
                                                   modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1,
                                                   modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1,
                                                   modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1);
                    }
                    //Following code was used to test handling of partially joint half tours (JLB 20140603)
                    //if (partialHalfTour) {
                    //	Global.PrintFile.WriteLine("HH pers {0} {1} avail {2} Aper Dper Mode {3} {4} {5} Travel Times {6} {7} Window {8} {9}",
                    //	   household.Id, person.Sequence,
                    //    available,
                    //		arrivalPeriod.Index, departurePeriod.Index, mode,
                    //	                           modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1,
                    //	                           modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1,
                    //	                           modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1,
                    //	                           modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1);
                    //}

                    //if in application mode and combination is not available, can skip the rest
                    if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
                    {
                        continue;
                    }
                    if (useTimeComponents)
                    {
                        // arrival period utility component
                        alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(arrivalPeriod.Index));

                        // departure period utility component
                        alternative.AddUtilityComponent(
                            choiceProbabilityCalculator.GetUtilityComponent(bigPeriodCount + departurePeriod.Index));

                        // period combination utility component
                        alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + periodComb));
                    }

                    // mode utility component
                    alternative.AddUtilityComponent(
                        choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + nPeriodCombs + mode - 1));

                    //even in estimation mode, do not need the rest of the code if not available
                    if (!alternative.Available)
                    {
                        continue;
                    }

                    //GV and JB: the parking cost are handled as part of genaralised time

                    var minimumTimeNeeded = modeTimes.TravelTimeToDestination + modeTimes.TravelTimeFromDestination + Global.Settings.Times.MinimumActivityDuration;

                    alternative.AddUtilityTerm(1, modeTimes.GeneralizedTimeToDestination + modeTimes.GeneralizedTimeFromDestination);

                    alternative.AddUtilityTerm(3,
                                               Math.Log(modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start -
                                                        minimumTimeNeeded + 1.0));
                    alternative.AddUtilityTerm(4, Math.Log((totalMinutesAvailableInDay + 1.0) / (minimumTimeNeeded + 1.0)));

                    alternative.AddUtilityTerm(5,
                                               (maleFlag == 0 && mode == Global.Settings.Modes.Walk &&
                                                arrivalPeriod.Index >= DayPeriod.EVENING)
                                                                           ? 1
                                                                           : 0);

                    if (altIndex == 0)
                    {
                        alternative.AddUtilityTerm(998, tour.DestinationPurpose);
                        alternative.AddUtilityTerm(999, (tour.ParentTour == null) ? 0 : 1);
                    }
                }
            }
        }
コード例 #6
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, TourWrapper tour,
                              IParcelWrapper destinationParcel, int householdCars,
                              int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null)
        {
            //private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, TourWrapper tour,
            //			int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime, HTourModeTime choice = null) {

            IHouseholdWrapper household       = tour.Household;
            IPersonWrapper    person          = tour.Person;
            IPersonDayWrapper personDay       = tour.PersonDay;
            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;
            int noCarsInHouseholdFlag   = household.GetFlagForNoCarsInHousehold(householdCars);
            int carsLessThanDriversFlag = household.GetFlagForCarsLessThanDrivers(householdCars);
            int carsLessThanWorkersFlag = household.GetFlagForCarsLessThanWorkers(householdCars);

            int HHwithChildrenFlag      = household.HasChildren.ToFlag();
            int HHwithSmallChildrenFlag = household.HasChildrenUnder5.ToFlag();
            int HHwithLowIncomeFlag     = (household.Income >= 300000 && household.Income < 600000).ToFlag();
            int HHwithMidleIncomeFlag   = (household.Income >= 600000 && household.Income < 900000).ToFlag();
            int HHwithHighIncomeFlag    = (household.Income >= 900000).ToFlag();

            int primaryFamilyTimeFlag = (householdDay == null) ? 0 : householdDay.PrimaryPriorityTimeFlag;

            // person inputs
            int partTimeWorkerFlag     = person.IsPartTimeWorker.ToFlag();
            int nonworkingAdultFlag    = person.IsNonworkingAdult.ToFlag();
            int universityStudentFlag  = person.IsUniversityStudent.ToFlag();
            int retiredAdultFlag       = person.IsRetiredAdult.ToFlag();
            int fullTimeWorkerFlag     = person.IsFulltimeWorker.ToFlag();
            int childAge5Through15Flag = person.IsChildAge5Through15.ToFlag();
            int childUnder5Flag        = person.IsChildUnder5.ToFlag();
            int adultFlag = person.IsAdult.ToFlag();

            int maleFlag   = person.IsMale.ToFlag();
            int femaleFlag = person.IsFemale.ToFlag();

            int PTpass = person.TransitPassOwnership;

            // person-day inputs
            int homeBasedToursOnlyFlag          = 1;
            int firstSimulatedHomeBasedTourFlag = 1;
            int laterSimulatedHomeBasedTourFlag = 0;
            int totalStops              = 0;
            int totalSimulatedStops     = 0;
            int escortStops             = 0;
            int homeBasedTours          = 1;
            int simulatedHomeBasedTours = 0;

            if (!(personDay == null))
            {
                homeBasedToursOnlyFlag          = personDay.OnlyHomeBasedToursExist().ToFlag();
                firstSimulatedHomeBasedTourFlag = personDay.IsFirstSimulatedHomeBasedTour().ToFlag();
                laterSimulatedHomeBasedTourFlag = personDay.IsLaterSimulatedHomeBasedTour().ToFlag();
                totalStops              = personDay.GetTotalStops();
                totalSimulatedStops     = personDay.GetTotalSimulatedStops();
                escortStops             = personDay.EscortStops;
                homeBasedTours          = personDay.HomeBasedTours;
                simulatedHomeBasedTours = personDay.SimulatedHomeBasedTours;
            }

            // tour inputs
            int escortTourFlag           = tour.IsEscortPurpose().ToFlag();
            int shoppingTourFlag         = tour.IsShoppingPurpose().ToFlag();
            int socialTourFlag           = tour.IsSocialPurpose().ToFlag();
            int personalBusinessTourFlag = tour.IsPersonalBusinessPurpose().ToFlag();
            int workTourFlag             = tour.IsWorkPurpose().ToFlag();
            int educationTourFlag        = tour.IsSchoolPurpose().ToFlag();
            int businessTourFlag         = tour.IsBusinessPurpose().ToFlag();

            IParcelWrapper originParcel = tour.OriginParcel;
            //var destinationParcel = tour.DestinationParcel;
            int  jointTourFlag        = (tour.JointTourSequence > 0) ? 1 : 0;
            int  partialHalfTour1Flag = (tour.PartialHalfTour1Sequence > 0) ? 1 : 0;
            int  partialHalfTour2Flag = (tour.PartialHalfTour2Sequence > 0) ? 1 : 0;
            bool partialHalfTour      = (tour.PartialHalfTour1Sequence > 0 || tour.PartialHalfTour2Sequence > 0);
            int  fullHalfTour1Flag    = (tour.FullHalfTour1Sequence > 0) ? 1 : 0;
            int  fullHalfTour2Flag    = (tour.FullHalfTour2Sequence > 0) ? 1 : 0;


            // remaining inputs

            //Initialize a few variables in case personDay is null
            // Higher priority tour of 2+ tours for the same purpose
            int highPrioritySameFlag = 0;
            // Lower priority tour(s) of 2+ tours for the same purpose
            int lowPrioritySameFlag = 0;
            // Higher priority tour of 2+ tours for different purposes
            int highPriorityDifferentFlag = 0;
            // Lower priority tour of 2+ tours for different purposes
            int lowPriorityDifferentFlag = 0;

            if (!(personDay == null))
            {
                // Higher priority tour of 2+ tours for the same purpose
                highPrioritySameFlag = (tour.GetTotalToursByPurpose() > tour.GetTotalSimulatedToursByPurpose() && tour.GetTotalSimulatedToursByPurpose() == 1).ToFlag();
                // Lower priority tour(s) of 2+ tours for the same purpose
                lowPrioritySameFlag = (tour.GetTotalSimulatedToursByPurpose() > 1).ToFlag();
                // Higher priority tour of 2+ tours for different purposes
                highPriorityDifferentFlag = (personDay.IsFirstSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - highPrioritySameFlag);
                // Lower priority tour of 2+ tours for different purposes
                lowPriorityDifferentFlag = (personDay.IsLaterSimulatedHomeBasedTour() && personDay.HomeBasedToursExist()).ToFlag() * (1 - lowPrioritySameFlag);
            }

            ITimeWindow timeWindow = (householdDay == null) ? new TimeWindow() : tour.GetRelevantTimeWindow(householdDay);
            int         totalMinutesAvailableInDay = timeWindow.TotalAvailableMinutes(1, 1440);

            if (totalMinutesAvailableInDay < 0)
            {
                if (!Global.Configuration.IsInEstimationMode)
                {
                    householdDay.IsValid = false;
                }
                totalMinutesAvailableInDay = 0;
            }

            int bigPeriodCount = DayPeriod.H_BIG_DAY_PERIOD_TOTAL_TOUR_TIMES;
            int nPeriodCombs   = bigPeriodCount * (bigPeriodCount + 1) / 2;

            bool useTimeComponents = Global.Configuration.IsInEstimationMode || constrainedArrivalTime == 0 || constrainedDepartureTime == 0;
            int  componentIndex    = 0;
            int  periodComb        = -1;

            //set components
            if (useTimeComponents)
            {
                for (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, childAge5Through15Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 7, childUnder5Flag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 8, educationTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 9, escortTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 10, shoppingTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 11, businessTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 12, personalBusinessTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 13, socialTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 14, workTourFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 15, primaryFamilyTimeFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 16, HHwithLowIncomeFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 17, HHwithMidleIncomeFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 18, HHwithHighIncomeFlag * hoursArrival);

                                arrivalComponent.AddUtilityTerm(firstCoef + 19, highPrioritySameFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 20, lowPrioritySameFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 21, highPriorityDifferentFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 22, lowPriorityDifferentFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 23, jointTourFlag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 24, partialHalfTour1Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 25, fullHalfTour1Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 26, partialHalfTour2Flag * hoursArrival);
                                arrivalComponent.AddUtilityTerm(firstCoef + 27, fullHalfTour2Flag * hoursArrival);
                            }

                            componentIndex = bigPeriodCount + departurePeriodIndex;
                            choiceProbabilityCalculator.CreateUtilityComponent(componentIndex);
                            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 + 30, primaryFamilyTimeFlag * hoursDuration);

                            combinationComponent.AddUtilityTerm(firstCoef + 31, escortTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 32, shoppingTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 33, educationTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 34, socialTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 35, personalBusinessTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 36, businessTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 37, workTourFlag * hoursDuration);

                            combinationComponent.AddUtilityTerm(firstCoef + 38, highPrioritySameFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 39, lowPrioritySameFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 40, highPriorityDifferentFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 41, lowPriorityDifferentFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 42, partTimeWorkerFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 43, jointTourFlag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 44, partialHalfTour1Flag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 45, fullHalfTour1Flag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 46, partialHalfTour2Flag * hoursDuration);
                            combinationComponent.AddUtilityTerm(firstCoef + 47, fullHalfTour2Flag * hoursDuration);

                            // peak-to-peak variables
                            if (arrivalPeriod.Index == DayPeriod.AM_PEAK && departurePeriod.Index == DayPeriod.PM_PEAK)
                            {
                                combinationComponent.AddUtilityTerm(firstCoef + 48, fullTimeWorkerFlag);
                                combinationComponent.AddUtilityTerm(firstCoef + 49, partTimeWorkerFlag);
                                combinationComponent.AddUtilityTerm(firstCoef + 50, maleFlag);
                            }
                        }
                    }
                }
            }
            //for (var mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.WalkRideBike; mode++) {  replaced 20171120 JLB
            for (int mode = Global.Settings.Modes.Walk; mode <= Global.Settings.Modes.PaidRideShare; 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);
                //}
                if (mode == Global.Settings.Modes.Transit)
                {
                    modeComponent.AddUtilityTerm(20, 1);
                    modeComponent.AddUtilityTerm(21, femaleFlag);
                    //modeComponent.AddUtilityTerm(22, retiredAdultFlag);

                    modeComponent.AddUtilityTerm(22, PTpass);

                    //GV: one person HH; 8. juni 2016
                    //modeComponent.AddUtilityTerm(23, onePersonHouseholdFlag);

                    //GV: income effect is not with a correct sign
                    //modeComponent.AddUtilityTerm(23, HHwithLowIncomeFlag);
                    //modeComponent.AddUtilityTerm(24, HHwithMidleIncomeFlag);
                    //modeComponent.AddUtilityTerm(25, HHwithHighIncomeFlag);

                    //GV: not significant
                    //modeComponent.AddUtilityTerm(26, childrenUnder5);
                    //modeComponent.AddUtilityTerm(27, childrenAge5Through15);

                    modeComponent.AddUtilityTerm(28, nonworkingAdults + retiredAdults);

                    //modeComponent.AddUtilityTerm(26, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(29, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.Hov3)
                {
                    modeComponent.AddUtilityTerm(30, 1);
                    modeComponent.AddUtilityTerm(31, childrenUnder5);
                    modeComponent.AddUtilityTerm(32, childrenAge5Through15);
                    modeComponent.AddUtilityTerm(33, nonworkingAdults + retiredAdults);
                    modeComponent.AddUtilityTerm(34, femaleFlag);

                    //modeComponent.AddUtilityTerm(38, onePersonHouseholdFlag);
                    modeComponent.AddUtilityTerm(36, twoPersonHouseholdFlag);

                    //GV: commented out 7. june 2016
                    //modeComponent.AddUtilityTerm(37, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(38, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.Hov2)
                {
                    modeComponent.AddUtilityTerm(40, 1);
                    modeComponent.AddUtilityTerm(41, maleFlag);
                    //modeComponent.AddUtilityTerm(41, onePersonHouseholdFlag);

                    //GV: Testing coeff. 42-44 again, 26. may 2016, coeff. numbering changed
                    modeComponent.AddUtilityTerm(42, childrenUnder5);
                    modeComponent.AddUtilityTerm(43, childrenAge5Through15);
                    modeComponent.AddUtilityTerm(44, nonworkingAdults + retiredAdults);

                    //GV: these are significant and plus; 8. juni 2016
                    //modeComponent.AddUtilityTerm(45, HHwithLowIncomeFlag);
                    //modeComponent.AddUtilityTerm(46, HHwithMidleIncomeFlag);
                    //modeComponent.AddUtilityTerm(47, HHwithHighIncomeFlag);

                    //GV coeff. numbering changed; 8. june 2016 - not significant
                    //modeComponent.AddUtilityTerm(48, noCarsInHouseholdFlag);
                    //modeComponent.AddUtilityTerm(49, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.Sov)
                {
                    modeComponent.AddUtilityTerm(50, 1);
                    //not significant: modeComponent.AddUtilityTerm(51, maleFlag);
                    modeComponent.AddUtilityTerm(52, fullTimeWorkerFlag);
                    modeComponent.AddUtilityTerm(53, partTimeWorkerFlag);
                    modeComponent.AddUtilityTerm(54, onePersonHouseholdFlag);

                    //GV: these are NOT significant
                    //modeComponent.AddUtilityTerm(55, HHwithLowIncomeFlag);
                    //modeComponent.AddUtilityTerm(56, HHwithMidleIncomeFlag);
                    //modeComponent.AddUtilityTerm(57, HHwithHighIncomeFlag);

                    //GV: coeff. numbering changed, 26. may 2016
                    modeComponent.AddUtilityTerm(58, carsLessThanWorkersFlag);
                }
                else if (mode == Global.Settings.Modes.Bike)
                {
                    modeComponent.AddUtilityTerm(60, 1);
                    modeComponent.AddUtilityTerm(61, femaleFlag);
                    //modeComponent.AddUtilityTerm(62, childrenUnder5);
                    //GV: changed small kids to retired; 3. june 2016
                    modeComponent.AddUtilityTerm(62, retiredAdults);
                    modeComponent.AddUtilityTerm(63, childAge5Through15Flag);

                    //GV: 3. june 2016 - added "no cars in HH" for full/part_time workers
                    modeComponent.AddUtilityTerm(64, fullTimeWorkerFlag + noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(65, partTimeWorkerFlag + noCarsInHouseholdFlag);

                    //modeComponent.AddUtilityTerm(66, noCarsInHouseholdFlag);
                    modeComponent.AddUtilityTerm(67, carsLessThanDriversFlag);

                    //GV: university students; 3. june 2016 - not significant
                    //modeComponent.AddUtilityTerm(68, universityStudentFlag);

                    //GV: one person HH; 8. juni 2016
                    modeComponent.AddUtilityTerm(69, onePersonHouseholdFlag);
                }
                else if (mode == Global.Settings.Modes.Walk)
                {
                    modeComponent.AddUtilityTerm(70, 1.0);
                    //GV: Testing female variable again; 26. may 2016 - not sign.
                    //modeComponent.AddUtilityTerm(71, femaleFlag);
                    modeComponent.AddUtilityTerm(72, nonworkingAdults);
                    //not sign.: modeComponent.AddUtilityTerm(73, retiredAdults);

                    //GV: one person HH
                    modeComponent.AddUtilityTerm(74, onePersonHouseholdFlag);

                    //GV: not significant
                    //modeComponent.AddUtilityTerm(76, noCarsInHouseholdFlag);
                    //modeComponent.AddUtilityTerm(77, carsLessThanDriversFlag);
                }
                else if (mode == Global.Settings.Modes.ParkAndRide)
                {
                    modeComponent.AddUtilityTerm(80, 1.0);
                }
                else if (mode == Global.Settings.Modes.CarKissRideWalk)
                {
                    modeComponent.AddUtilityTerm(90, 1.0);
                }
                else if (mode == Global.Settings.Modes.BikeParkRideWalk)
                {
                    modeComponent.AddUtilityTerm(100, 1.0);
                }
                else if (mode == Global.Settings.Modes.BikeParkRideBike)
                {
                    modeComponent.AddUtilityTerm(110, 1.0);
                }
                else if (mode == Global.Settings.Modes.BikeOnTransit)
                {
                    modeComponent.AddUtilityTerm(120, 1.0);
                }
                else if (mode == Global.Settings.Modes.CarParkRideBike)
                {
                    modeComponent.AddUtilityTerm(130, 1.0);
                }
                else if (mode == Global.Settings.Modes.WalkRideBike)
                {
                    modeComponent.AddUtilityTerm(140, 1.0);
                }
                else if (mode == Global.Settings.Modes.PaidRideShare)
                {
                    //modeComponent.AddUtilityTerm(150, 1.0);

                    double modeConstant = Global.Configuration.AV_PaidRideShareModeUsesAVs
                     ? Global.Configuration.AV_PaidRideShare_ModeConstant
                                          + Global.Configuration.AV_PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000)
                                          + Global.Configuration.AV_PaidRideShare_AVOwnerCoefficient * (household.OwnsAutomatedVehicles > 0).ToFlag()
                     : Global.Configuration.PaidRideShare_ModeConstant
                                          + Global.Configuration.PaidRideShare_DensityCoefficient * Math.Min(originParcel.HouseholdsBuffer2 + originParcel.StudentsUniversityBuffer2 + originParcel.EmploymentTotalBuffer2, 6000);

                    modeComponent.AddUtilityTerm(150, modeConstant);
                    modeComponent.AddUtilityTerm(150, Global.Configuration.PaidRideShare_Age26to35Coefficient * tour.Person.AgeIsBetween26And35.ToFlag());
                    modeComponent.AddUtilityTerm(150, Global.Configuration.PaidRideShare_Age18to25Coefficient * tour.Person.AgeIsBetween18And25.ToFlag());
                    modeComponent.AddUtilityTerm(150, Global.Configuration.PaidRideShare_AgeOver65Coefficient * (tour.Person.Age >= 65).ToFlag());
                }


                //GV: Estimation of importance of "purpose" per mode - SOV is zero-alt and Work is zero-alt
                if (mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.Hov2 ||
                    mode == Global.Settings.Modes.Hov3 || mode == Global.Settings.Modes.Transit)
                {
                    int firstCoef = 200 + 10 * mode;

                    modeComponent.AddUtilityTerm(firstCoef + 0, escortTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 1, shoppingTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 2, educationTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 3, socialTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 4, personalBusinessTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 5, businessTourFlag);
                    //modeComponent.AddUtilityTerm(firstCoef + 6, workTourFlag); //GV: "work" is zero alternative

                    modeComponent.AddUtilityTerm(firstCoef + 7, jointTourFlag);
                    modeComponent.AddUtilityTerm(firstCoef + 8, Math.Min(partialHalfTour1Flag + partialHalfTour2Flag, 1.0));
                    modeComponent.AddUtilityTerm(firstCoef + 9, Math.Min(fullHalfTour1Flag + fullHalfTour2Flag, 1.0));
                }
            }



            //loop on all alternatives, using modeTimes objects
            {
                foreach (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;



                    //limit availability based on mode and tour purpose
                    bool available = (mode == Global.Settings.Modes.BikeParkRideBike || mode == Global.Settings.Modes.CarParkRideBike || mode == Global.Settings.Modes.WalkRideBike) &&
                                     (!(tour.IsWorkPurpose() || tour.IsSchoolPurpose())) ? false : true;

                    //further limit availability on mode
                    if (mode == Global.Settings.Modes.PaidRideShare && !Global.Configuration.PaidRideShareModeIsAvailable)
                    {
                        available = false;
                    }

                    //further limit availability if tour includes joint travel
                    if ((tour.JointTourSequence > 0 ||
                         tour.FullHalfTour1Sequence > 0 || tour.FullHalfTour2Sequence > 0 ||
                         tour.PartialHalfTour1Sequence > 0 || tour.PartialHalfTour2Sequence > 0) &&
                        (mode > Global.Settings.Modes.Transit))
                    {
                        available = false;
                    }

                    //further limit availability:  kissAndRide and carParkRideBike are not supported
                    available = (available == true) && (mode != Global.Settings.Modes.CarKissRideWalk) && (mode != Global.Settings.Modes.CarParkRideBike);

                    //further limit availabillity based on time window variables and any constrained choices
                    available = (available == true) &&
                                (modeTimes.LongestFeasibleWindow != null) && (mode > 0)
                                //&& (mode <= Global.Settings.Modes.Transit)
                                && (person.Age >= 18 || (modeTimes.Mode != Global.Settings.Modes.Sov && modeTimes.Mode != Global.Settings.Modes.HovDriver)) &&
                                (constrainedMode > 0 || mode == Global.Settings.Modes.Walk || mode == Global.Settings.Modes.Bike || mode == Global.Settings.Modes.HovDriver || mode == Global.Settings.Modes.Transit || !partialHalfTour) &&
                                (constrainedMode <= 0 || constrainedMode == mode) &&
                                (constrainedArrivalTime <= 0 || (constrainedArrivalTime >= arrivalPeriod.Start && constrainedArrivalTime <= arrivalPeriod.End)) &&
                                (constrainedDepartureTime <= 0 || (constrainedDepartureTime >= departurePeriod.Start && constrainedDepartureTime <= departurePeriod.End));

                    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);
                    alternative.AddNestedAlternative(HTourModeTime.TotalTourModeTimes + mode, mode - 1, THETA_PARAMETER);

                    //if (Global.Configuration.IsInEstimationMode && altIndex == choice.Index) {
                    //	Global.PrintFile.WriteLine("Aper Dper Mode {0} {1} {2} Travel Times {3} {4} Window {5} {6}",
                    //										arrivalPeriod.Index, departurePeriod.Index, mode,
                    //										modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1,
                    //										modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1,
                    //										modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1,
                    //										modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1);

                    //}
                    //Following code was used to test handling of partially joint half tours (JLB 20140603)
                    //if (partialHalfTour) {
                    //	Global.PrintFile.WriteLine("HH pers {0} {1} avail {2} Aper Dper Mode {3} {4} {5} Travel Times {6} {7} Window {8} {9}",
                    //	   household.Id, person.Sequence,
                    //    available,
                    //		arrivalPeriod.Index, departurePeriod.Index, mode,
                    //	                           modeTimes.ModeAvailableToDestination ? modeTimes.TravelTimeToDestination : -1,
                    //	                           modeTimes.ModeAvailableFromDestination ? modeTimes.TravelTimeFromDestination : -1,
                    //	                           modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.Start : -1,
                    //	                           modeTimes.LongestFeasibleWindow != null ? modeTimes.LongestFeasibleWindow.End : -1);
                    //}

                    //if in application mode and combination is not available, can skip the rest
                    if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
                    {
                        continue;
                    }
                    if (useTimeComponents)
                    {
                        // arrival period utility component
                        alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(arrivalPeriod.Index));

                        // departure period utility component
                        alternative.AddUtilityComponent(
                            choiceProbabilityCalculator.GetUtilityComponent(bigPeriodCount + departurePeriod.Index));

                        // period combination utility component
                        alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + periodComb));
                    }

                    // mode utility component
                    alternative.AddUtilityComponent(
                        choiceProbabilityCalculator.GetUtilityComponent(2 * bigPeriodCount + nPeriodCombs + mode - 1));

                    //even in estimation mode, do not need the rest of the code if not available
                    if (!alternative.Available)
                    {
                        continue;
                    }

                    //GV and JB: the parking cost are handled as part of genaralised time

                    double minimumTimeNeeded = modeTimes.TravelTimeToDestination + modeTimes.TravelTimeFromDestination + Global.Settings.Times.MinimumActivityDuration;

                    alternative.AddUtilityTerm(1, modeTimes.GeneralizedTimeToDestination + modeTimes.GeneralizedTimeFromDestination);

                    //alternative.AddUtilityTerm(3,
                    //                           Math.Log(modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start -
                    //                                    minimumTimeNeeded + 1.0));

                    // JLB 20140204 replaced coeff 3 with a different time window formulation:  time pressure
                    //    instead of having positive utility for increasing time window, have negative utility for decreasing time window
                    alternative.AddUtilityTerm(3,
                                               Math.Log(Math.Max(Constants.EPSILON, 1 -
                                                                 Math.Pow(minimumTimeNeeded / (Math.Min(840, modeTimes.LongestFeasibleWindow.End - modeTimes.LongestFeasibleWindow.Start)), 0.8)
                                                                 )));



                    alternative.AddUtilityTerm(4, Math.Log((totalMinutesAvailableInDay + 1.0) / (minimumTimeNeeded + 1.0)));

                    alternative.AddUtilityTerm(5,
                                               (maleFlag == 0 && mode == Global.Settings.Modes.Walk &&
                                                arrivalPeriod.Index >= DayPeriod.EVENING)
                                                  ? 1
                                                  : 0);

                    if (altIndex == 0)
                    {
                        alternative.AddUtilityTerm(998, tour.DestinationPurpose);
                        alternative.AddUtilityTerm(999, (tour.ParentTour == null) ? 0 : 1);
                    }
                }
            }
        }
コード例 #7
0
        public void Run(HouseholdDayWrapper householdDay, TourWrapper tour,
                        int constrainedMode, int constrainedArrivalTime, int constrainedDepartureTime)
        {
            if (tour == null)
            {
                throw new ArgumentNullException("tour");
            }

            //HTourModeTime.InitializeTourModeTimes();

            tour.PersonDay.ResetRandom(50 + tour.Sequence - 1);

            if (Global.Configuration.IsInEstimationMode)
            {
                if (Global.Configuration.EstimationModel != CHOICE_MODEL_NAME)
                {
                    return;
                }
                // JLB 20140421 add the following to keep from estimatign twice for the same tour
                if (tour.DestinationModeAndTimeHaveBeenSimulated)
                {
                    return;
                }
                if (tour.DestinationParcel == null || tour.OriginParcel == null || tour.Mode < Global.Settings.Modes.Walk || tour.Mode > Global.Settings.Modes.WalkRideBike)
                {
                    return;
                }
            }

            // set remaining inputs

            HTourModeTime.SetModeTimeImpedances(householdDay, tour, constrainedMode, constrainedArrivalTime, constrainedDepartureTime, -1, -1.0);

            var choiceProbabilityCalculator = _helpers[ParallelUtility.GetBatchFromThreadId()].GetChoiceProbabilityCalculator(tour.Id);

            if (_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode)
            {
                var observedChoice = new HTourModeTime(tour.Mode, tour.DestinationArrivalTime, tour.DestinationDepartureTime);

                RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable,
                         constrainedMode, constrainedArrivalTime, constrainedDepartureTime,
                         observedChoice);

                choiceProbabilityCalculator.WriteObservation();
            }
            else if (Global.Configuration.TestEstimationModelInApplicationMode)
            {
                Global.Configuration.IsInEstimationMode = false;

                RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable,
                         constrainedMode, constrainedArrivalTime, constrainedDepartureTime);

                var observedChoice = new HTourModeTime(tour.Mode, tour.DestinationArrivalTime, tour.DestinationDepartureTime);

                var simulatedChoice = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility, tour.Id, observedChoice.Index);

                Global.Configuration.IsInEstimationMode = true;
            }
            else
            {
                HTourModeTime choice;

                if (constrainedMode > 0 && constrainedArrivalTime > 0 && constrainedDepartureTime > 0)
                {
                    choice = new HTourModeTime(constrainedMode, constrainedArrivalTime, constrainedDepartureTime);
                }
                else
                {
                    RunModel(choiceProbabilityCalculator, householdDay, tour, tour.DestinationParcel, tour.Household.VehiclesAvailable,
                             constrainedMode, constrainedArrivalTime, constrainedDepartureTime);
                    var simulatedChoice = choiceProbabilityCalculator.SimulateChoice(tour.Household.RandomUtility);
                    if (simulatedChoice == null)
                    {
                        Global.PrintFile.WriteNoAlternativesAvailableWarning(CHOICE_MODEL_NAME, "Run", tour.PersonDay.Id);
                        if (!Global.Configuration.IsInEstimationMode)
                        {
                            tour.PersonDay.IsValid = false;
                            tour.PersonDay.HouseholdDay.IsValid = false;
                        }
                        return;
                    }
                    choice = (HTourModeTime)simulatedChoice.Choice;
                }
                if (Global.Configuration.TraceModelResultValidity)
                {
                    Global.PrintFile.WriteLine("  >> TourModeTimeModel HH/P/T/mode {0} {1} {2} {3}", tour.Household.Id, tour.Person.Sequence, tour.Sequence, choice.Mode);
                }
                tour.Mode = choice.Mode;
                tour.HalfTour1AccessCost         = choice.OriginAccessCost / 2.0;
                tour.HalfTour1AccessDistance     = choice.OriginAccessDistance / 2.0;
                tour.HalfTour1AccessMode         = choice.OriginAccessMode;
                tour.HalfTour1AccessStopAreaKey  = choice.ParkAndRideOriginStopAreaKey;
                tour.HalfTour1AccessTime         = choice.OriginAccessTime / 2.0;
                tour.HalfTour1EgressCost         = choice.DestinationAccessCost / 2.0;
                tour.HalfTour1EgressDistance     = choice.DestinationAccessDistance / 2.0;
                tour.HalfTour1EgressMode         = choice.DestinationAccessMode;
                tour.HalfTour1EgressStopAreaKey  = choice.ParkAndRideDestinationStopAreaKey;
                tour.HalfTour1EgressTime         = choice.DestinationAccessTime / 2.0;
                tour.HalfTour2AccessCost         = choice.DestinationAccessCost / 2.0;
                tour.HalfTour2AccessDistance     = choice.DestinationAccessDistance / 2.0;
                tour.HalfTour2AccessMode         = choice.DestinationAccessMode;
                tour.HalfTour2AccessStopAreaKey  = choice.ParkAndRideDestinationStopAreaKey;
                tour.HalfTour2AccessTime         = choice.DestinationAccessTime / 2.0;
                tour.HalfTour2EgressCost         = choice.OriginAccessCost / 2.0;
                tour.HalfTour2EgressDistance     = choice.OriginAccessDistance / 2.0;
                tour.HalfTour2EgressMode         = choice.OriginAccessMode;
                tour.HalfTour2EgressStopAreaKey  = choice.ParkAndRideOriginStopAreaKey;
                tour.HalfTour2EgressTime         = choice.OriginAccessTime / 2.0;
                tour.HalfTour1TravelTime         = choice.TravelTimeToDestination;
                tour.HalfTour2TravelTime         = choice.TravelTimeFromDestination;
                tour.TravelCostForPTBikeTour     = choice.PathCost;
                tour.TravelDistanceForPTBikeTour = choice.PathDistance;


                var arrivalPeriod   = choice.ArrivalPeriod;
                var departurePeriod = choice.DeparturePeriod;
                //use constrained times to set temporary arrival and departure times with minimum duration of stay for time window calculations
                if (constrainedArrivalTime > 0 || constrainedDepartureTime > 0)
                {
                    if (constrainedArrivalTime > 0)
                    {
                        tour.DestinationArrivalTime = constrainedArrivalTime;
                    }
                    else
                    {
                        tour.DestinationArrivalTime = Math.Min(arrivalPeriod.End, constrainedDepartureTime - Global.Settings.Times.MinimumActivityDuration);
                    }
                    if (constrainedDepartureTime > 0)
                    {
                        tour.DestinationDepartureTime = constrainedDepartureTime;
                    }
                    else
                    {
                        tour.DestinationDepartureTime = Math.Max(departurePeriod.Start, constrainedArrivalTime + Global.Settings.Times.MinimumActivityDuration);
                    }
                }
                //or if times aren't constrained use periods to set temporary arrival and departure times with minimum duration of stay for time window calculations
                else if (arrivalPeriod == departurePeriod)
                {
                    var departureTime = Math.Max(choice.GetRandomDepartureTime(householdDay, tour), departurePeriod.Start + Global.Settings.Times.MinimumActivityDuration);
                    tour.DestinationArrivalTime   = departureTime - Global.Settings.Times.MinimumActivityDuration;
                    tour.DestinationDepartureTime = departureTime;
                }
                else if (arrivalPeriod.End == departurePeriod.Start - 1)
                {
                    tour.DestinationArrivalTime   = arrivalPeriod.End;
                    tour.DestinationDepartureTime = arrivalPeriod.End + Global.Settings.Times.MinimumActivityDuration;
                }
                else
                {
                    tour.DestinationArrivalTime   = arrivalPeriod.End;
                    tour.DestinationDepartureTime = departurePeriod.Start;
                }
            }
        }