Пример #1
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonWrapper person, int choice = Constants.DEFAULT_VALUE)
        {
            Framework.DomainModels.Wrappers.IParcelWrapper homeParcel   = person.Household.ResidenceParcel;
            Framework.DomainModels.Wrappers.IParcelWrapper workParcel   = person.IsUniversityStudent ? person.UsualSchoolParcel : person.UsualWorkParcel;
            Framework.DomainModels.Wrappers.IParcelWrapper schoolParcel = person.IsUniversityStudent ? null : person.UsualSchoolParcel;

            bool workParcelMissing   = workParcel == null;
            bool schoolParcelMissing = schoolParcel == null;

            const double maxTranDist = 1.5;

            double homeTranDist = 99.0;

            if (homeParcel.GetDistanceToTransit() >= 0.0001 && homeParcel.GetDistanceToTransit() <= maxTranDist)
            {
                homeTranDist = homeParcel.GetDistanceToTransit();
            }

            double workTranDist = 99.0;

            if (!workParcelMissing && workParcel.GetDistanceToTransit() >= 0.0001 && workParcel.GetDistanceToTransit() <= maxTranDist)
            {
                workTranDist = workParcel.GetDistanceToTransit();
            }

            double schoolTranDist = 99.0;

            if (!schoolParcelMissing && schoolParcel.GetDistanceToTransit() >= 0.0001 && schoolParcel.GetDistanceToTransit() <= maxTranDist)
            {
                schoolTranDist = schoolParcel.GetDistanceToTransit();
            }

            double workGenTimeNoPass   = -99.0;
            double workGenTimeWithPass = -99.0;

            if (!workParcelMissing && workTranDist < maxTranDist && homeTranDist < maxTranDist)
            {
                IEnumerable <IPathTypeModel> pathTypeModels =
                    PathTypeModelFactory.Singleton.Run(
                        person.Household.RandomUtility,
                        homeParcel,
                        workParcel,
                        Global.Settings.Times.EightAM,
                        Global.Settings.Times.FivePM,
                        Global.Settings.Purposes.Work,
                        Global.Coefficients_BaseCostCoefficientPerMonetaryUnit,
                        Global.Configuration.Coefficients_MeanTimeCoefficient_Work,
                        true,
                        1,
                        0,
                        false,
                        0.0,
                        false,
                        Global.Settings.Modes.Transit);

                IPathTypeModel path = pathTypeModels.First();

                workGenTimeNoPass = path.GeneralizedTimeLogsum;

                // intermediate variable of type IEnumerable<dynamic> is needed to acquire First() method as extension
                pathTypeModels =
                    PathTypeModelFactory.Singleton.Run(
                        person.Household.RandomUtility,
                        homeParcel,
                        workParcel,
                        Global.Settings.Times.EightAM,
                        Global.Settings.Times.FivePM,
                        Global.Settings.Purposes.Work,
                        Global.Coefficients_BaseCostCoefficientPerMonetaryUnit,
                        Global.Configuration.Coefficients_MeanTimeCoefficient_Work,
                        /* isDrivingAge */ true,
                        /* householdCars */ 1,
                        /* transitPassOwnership */ 1,
                        /* carsAreAVs */ false,
                        /* transitDiscountFraction */ 1.0,
                        /* randomChoice */ false,
                        Global.Settings.Modes.Transit);

                path = pathTypeModels.First();

                workGenTimeWithPass = path.GeneralizedTimeLogsum;
            }

            //			double schoolGenTimeNoPass = -99.0;
            double schoolGenTimeWithPass = -99.0;

            if (!schoolParcelMissing && schoolTranDist < maxTranDist && homeTranDist < maxTranDist)
            {
                //				schoolGenTimeNoPass = path.GeneralizedTimeLogsum;

                IEnumerable <IPathTypeModel> pathTypeModels =
                    PathTypeModelFactory.Singleton.Run(
                        person.Household.RandomUtility,
                        homeParcel,
                        schoolParcel,
                        Global.Settings.Times.EightAM,
                        Global.Settings.Times.ThreePM,
                        Global.Settings.Purposes.School,
                        Global.Coefficients_BaseCostCoefficientPerMonetaryUnit,
                        Global.Configuration.Coefficients_MeanTimeCoefficient_Other,
                        true,
                        1,
                        1,
                        false,
                        1.0,
                        false,
                        Global.Settings.Modes.Transit);

                IPathTypeModel path = pathTypeModels.First();
                schoolGenTimeWithPass = path.GeneralizedTimeLogsum;
            }

            const double inflection = 0.50;

            double homeTranDist1 = Math.Pow(Math.Min(inflection, homeTranDist), 2.0);
            double homeTranDist2 = Math.Pow(Math.Max(homeTranDist - inflection, 0), 0.5);

            //			var workTranDist1 = Math.Pow(Math.Min(inflection, workTranDist),2.0);
            //			var workTranDist2 = Math.Pow(Math.Max(workTranDist - inflection, 0),0.5);

            const double minimumAggLogsum = -15.0;
            int          votSegment       = person.Household.GetVotALSegment();

            int    homeTaSegment            = homeParcel.TransitAccessSegment();
            double homeAggregateLogsumNoCar = Math.Max(minimumAggLogsum, Global.AggregateLogsums[homeParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votSegment][homeTaSegment]);

            int    workTaSegment            = workParcelMissing ? 0 : workParcel.TransitAccessSegment();
            double workAggregateLogsumNoCar =
                workParcelMissing
                    ? 0
                    : Math.Max(minimumAggLogsum, Global.AggregateLogsums[workParcel.ZoneId][Global.Settings.Purposes.WorkBased][Global.Settings.CarOwnerships.NoCars][votSegment][workTaSegment]);

            int    schoolTaSegment            = schoolParcelMissing ? 0 : schoolParcel.TransitAccessSegment();
            double schoolAggregateLogsumNoCar =
                schoolParcelMissing
                    ? 0
                    : Math.Max(minimumAggLogsum, Global.AggregateLogsums[schoolParcel.ZoneId][Global.Settings.Purposes.WorkBased][Global.Settings.CarOwnerships.NoCars][votSegment][schoolTaSegment]);

            double transitPassCostChange = !Global.Configuration.IsInEstimationMode ? Global.Configuration.PathImpedance_TransitPassCostPercentChangeVersusBase : 0;

            double workTourLogsumDifference   = 0D; // (full or part-time workers) full car ownership vs. no car ownership
            double schoolTourLogsumDifference = 0D; // (school) full car ownership vs. no car ownership

            Framework.DomainModels.Wrappers.IHouseholdWrapper household = person.Household;
            if (person.UsualWorkParcel != null && person.UsualWorkParcelId != household.ResidenceParcelId)
            {
                int destinationArrivalTime   = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
                int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
                //JLB 201602
                //var nestedAlternative1 = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0);
                //var nestedAlternative2 = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0);
                ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0, Global.Settings.Purposes.Work);
                ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0, Global.Settings.Purposes.Work);

                workTourLogsumDifference = nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
                workTourLogsumDifference = nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
            }

            if (person.UsualSchoolParcel != null && person.UsualSchoolParcelId != household.ResidenceParcelId)
            {
                int destinationArrivalTime   = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
                int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);

                //JLB 201602
                //var nestedAlternative1 = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0);
                //var nestedAlternative2 = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0);
                ChoiceProbabilityCalculator.Alternative nestedAlternative1 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 1.0, Global.Settings.Purposes.School);
                ChoiceProbabilityCalculator.Alternative nestedAlternative2 = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(person, household.ResidenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, 0.0, Global.Settings.Purposes.School);

                schoolTourLogsumDifference = nestedAlternative1 == null ? 0 : nestedAlternative1.ComputeLogsum();
                schoolTourLogsumDifference = nestedAlternative2 == null ? 0 : nestedAlternative2.ComputeLogsum();
            }



            //Stefan variables
            double netIncomeNetCarOwnership = Math.Max(0, (person.Household.Income / 1000.0) / 2.0 - 2.441 * 15.0 * person.Household.VehiclesAvailable); //net income minus annual cost to use household's cars in 1000s of DKK
                                                                                                                                                         //set household characteristics here that depend on person characteristics
            int numberAdults   = 0;
            int numberChildren = 0;

            foreach (PersonWrapper p in person.Household.Persons)
            {
                if (p.Age >= 18)
                {
                    numberAdults++;
                }
                else
                {
                    numberChildren++;
                }
            }
            Framework.DomainModels.Wrappers.IParcelWrapper usualParcel = person.IsFullOrPartTimeWorker ? person.UsualWorkParcel : null;
            usualParcel = (usualParcel == null && person.UsualSchoolParcel != null) ? person.UsualSchoolParcel : null;
            int    parkingSearchTime = 0;
            double commuteDistance   = 0.0;
            int    parkingCost       = 0;
            int    model             = 3;

            if (usualParcel != null)
            {
                //parkingSearchTime = usualParcel.PSearchTime07_08; //uncomment when the new parcel attributes have been defined
                commuteDistance = ImpedanceRoster.GetValue("distance", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, 1.0, Global.Settings.Times.EightAM, household.ResidenceParcel, usualParcel).Variable;
                //parkingCost = usualParcel.ParkingCostPerHour8_18;  //uncomment when the new parcel attributes have been defined
                if (person.IsFulltimeWorker && usualParcel == person.UsualWorkParcel)
                {
                    parkingCost = parkingCost * 8;
                    model       = 1;
                }
                else if (person.IsPartTimeWorker && usualParcel == person.UsualWorkParcel)
                {
                    parkingCost = parkingCost * 4;
                    model       = 1;
                }
                else
                {
                    parkingCost = parkingCost * 6; // parking for school
                    model       = 2;
                }
            }


            // 0 No transit pass
            ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, true, choice == 0);
            alternative.Choice = 0;

            alternative.AddUtilityTerm(1, 0.0);

            // 1 Transit pass

            double stefanUtility = 0.0;

            alternative        = choiceProbabilityCalculator.GetAlternative(1, true, choice == 1);
            alternative.Choice = 1;

            if (model == 1 && person.Household.VehiclesAvailable == 0)
            {
                double beta001 = -0.33;
                double beta002 = -0.34;
                double beta003 = -1.15;
                double beta004 = -0.34;
                double beta005 = 0.0;
                double beta006 = 0.0;
                double beta007 = 0.0;
                double beta008 = 0.0;
                double beta009 = 0.0;
                double beta010 = 0.0;
                double beta011 = 0.0;
                double beta012 = 0.0;
                stefanUtility =
                    beta001 * 1.0 +
                    beta002 * numberChildren +
                    beta003 * netIncomeNetCarOwnership +
                    beta004 * person.IsMale.ToFlag() +
                    beta005 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta006 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta007 * person.Age +
                    beta008 * Math.Pow(person.Age, 2.0) +
                    beta009 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta010 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta011 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta012 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(1, 1.0);
                //alternative.AddUtilityTerm(2, numberChildren);
                //alternative.AddUtilityTerm(3, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(4, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(5, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(6, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(7, person.Age);
                //alternative.AddUtilityTerm(8, Math.Pow(person.Age, 2.0));
                //non-worker/non-student models only
                //alternative.AddUtilityTerm(9, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(10, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(11, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(12, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(1, stefanUtility); // this composite replaces terms *1-*12 above

                //Stefan impedance (try replacign these with logsums)
                alternative.AddUtilityTerm(13, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(14, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
                alternative.AddUtilityTerm(15, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
                alternative.AddUtilityTerm(16, (commuteDistance >= 13).ToFlag());
                alternative.AddUtilityTerm(17, parkingCost);
                alternative.AddUtilityTerm(18, parkingSearchTime);
                //commute logsum difference variable (with and without transit pass)
                alternative.AddUtilityTerm(19, workTourLogsumDifference);
            }
            else if (model == 1 && person.Household.VehiclesAvailable == 1)
            {
                double beta101 = -1.16;
                int    beta102 = 0;
                int    beta103 = 0;
                int    beta104 = 0;
                int    beta105 = 0;
                double beta106 = 0.63;
                double beta107 = -0.76;
                double beta108 = 0.09;
                int    beta109 = 0;
                int    beta110 = 0;
                int    beta111 = 0;
                int    beta112 = 0;
                stefanUtility =
                    beta101 * 1.0 +
                    beta102 * numberChildren +
                    beta103 * netIncomeNetCarOwnership +
                    beta104 * person.IsMale.ToFlag() +
                    beta105 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta106 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta107 * person.Age +
                    beta108 * Math.Pow(person.Age, 2.0) +
                    beta109 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta110 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta111 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta112 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(101, 1.0);
                //alternative.AddUtilityTerm(102, numberChildren);
                //alternative.AddUtilityTerm(103, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(104, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(105, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(106, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(107, person.Age);
                //alternative.AddUtilityTerm(108, Math.Pow(person.Age, 2.0));
                ////non-worker/non-student models only
                //alternative.AddUtilityTerm(109, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(110, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(111, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(112, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(101, stefanUtility); // this composite replaces terms *1-*12 above
                                                                //Stefan impedance (try replacign these with logsums)
                alternative.AddUtilityTerm(113, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(114, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
                alternative.AddUtilityTerm(115, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
                alternative.AddUtilityTerm(116, (commuteDistance >= 13).ToFlag());
                alternative.AddUtilityTerm(117, parkingCost);
                alternative.AddUtilityTerm(118, parkingSearchTime);
                //commute logsum difference variable (with and without transit pass)
                alternative.AddUtilityTerm(119, workTourLogsumDifference);
            }
            else if (model == 1 && person.Household.VehiclesAvailable >= 2)
            {
                double beta201 = -0.54;
                int    beta202 = 0;
                int    beta203 = 0;
                int    beta204 = 0;
                double beta205 = 1.35;
                double beta206 = 0.42;
                double beta207 = -1.5;
                double beta208 = 0.17;
                int    beta209 = 0;
                int    beta210 = 0;
                int    beta211 = 0;
                int    beta212 = 0;
                stefanUtility =
                    beta201 * 1.0 +
                    beta202 * numberChildren +
                    beta203 * netIncomeNetCarOwnership +
                    beta204 * person.IsMale.ToFlag() +
                    beta205 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta206 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta207 * person.Age +
                    beta208 * Math.Pow(person.Age, 2.0) +
                    beta209 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta210 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta211 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta212 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(201, 1.0);
                //alternative.AddUtilityTerm(202, numberChildren);
                //alternative.AddUtilityTerm(203, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(204, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(205, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(206, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(207, person.Age);
                //alternative.AddUtilityTerm(208, Math.Pow(person.Age, 2.0));
                //non-worker/non-student models only
                //alternative.AddUtilityTerm(209, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(210, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(211, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(212, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(201, stefanUtility); // this composite replaces terms *1-*12 above
                                                                //Stefan impedance (try replacign these with logsums)
                alternative.AddUtilityTerm(213, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(214, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
                alternative.AddUtilityTerm(215, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
                alternative.AddUtilityTerm(216, (commuteDistance >= 13).ToFlag());
                alternative.AddUtilityTerm(217, parkingCost);
                alternative.AddUtilityTerm(218, parkingSearchTime);
                //commute logsum difference variable (with and without transit pass)
                alternative.AddUtilityTerm(219, workTourLogsumDifference);
            }
            else if (model == 2 && person.Household.VehiclesAvailable == 0)
            {
                double beta301 = 4.74;
                double beta302 = 0.39;
                int    beta303 = 0;
                int    beta304 = 0;
                int    beta305 = 0;
                int    beta306 = 0;
                double beta307 = -3.95;
                double beta308 = 0.62;
                int    beta309 = 0;
                int    beta310 = 0;
                int    beta311 = 0;
                int    beta312 = 0;
                stefanUtility =
                    beta301 * 1.0 +
                    beta302 * numberChildren +
                    beta303 * netIncomeNetCarOwnership +
                    beta304 * person.IsMale.ToFlag() +
                    beta305 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta306 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta307 * person.Age +
                    beta308 * Math.Pow(person.Age, 2.0) +
                    beta309 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta310 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta311 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta312 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(301, 1.0);
                //alternative.AddUtilityTerm(302, numberChildren);
                //alternative.AddUtilityTerm(303, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(304, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(305, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(306, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(307, person.Age);
                //alternative.AddUtilityTerm(308, Math.Pow(person.Age, 2.0));
                ////non-worker/non-student models only
                //alternative.AddUtilityTerm(309, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(310, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(311, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(312, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(301, stefanUtility); // this composite replaces terms *1-*12 above
                                                                //Stefan impedance (try replacign these with logsums)
                alternative.AddUtilityTerm(313, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(314, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
                alternative.AddUtilityTerm(315, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
                alternative.AddUtilityTerm(316, (commuteDistance >= 13).ToFlag());
                alternative.AddUtilityTerm(317, parkingCost);
                alternative.AddUtilityTerm(318, parkingSearchTime);
                //commute logsum difference variable (with and without transit pass)
                alternative.AddUtilityTerm(319, schoolTourLogsumDifference);
            }
            else if (model == 2 && person.Household.VehiclesAvailable >= 1)
            {
                double beta401 = 3.75;
                int    beta402 = 0;
                int    beta403 = 0;
                int    beta404 = 0;
                int    beta405 = 0;
                int    beta406 = 0;
                double beta407 = 2.81;
                double beta408 = 0.33;
                int    beta409 = 0;
                int    beta410 = 0;
                int    beta411 = 0;
                int    beta412 = 0;
                stefanUtility =
                    beta401 * 1.0 +
                    beta402 * numberChildren +
                    beta403 * netIncomeNetCarOwnership +
                    beta404 * person.IsMale.ToFlag() +
                    beta405 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta406 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta407 * person.Age +
                    beta408 * Math.Pow(person.Age, 2.0) +
                    beta409 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta410 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta411 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta412 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(401, 1.0);
                //alternative.AddUtilityTerm(402, numberChildren);
                //alternative.AddUtilityTerm(403, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(404, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(405, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(406, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(407, person.Age);
                //alternative.AddUtilityTerm(408, Math.Pow(person.Age, 2.0));
                ////non-worker/non-student models only
                //alternative.AddUtilityTerm(409, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(410, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(411, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(412, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(401, stefanUtility); // this composite replaces terms *1-*12 above
                                                                //Stefan impedance (try replacign these with logsums)
                alternative.AddUtilityTerm(413, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(414, (commuteDistance > 0 && commuteDistance < 3).ToFlag());
                alternative.AddUtilityTerm(415, (commuteDistance >= 7 && commuteDistance < 13).ToFlag());
                alternative.AddUtilityTerm(416, (commuteDistance >= 13).ToFlag());
                alternative.AddUtilityTerm(417, parkingCost);
                alternative.AddUtilityTerm(418, parkingSearchTime);
                //commute logsum difference variable (with and without transit pass)
                alternative.AddUtilityTerm(419, schoolTourLogsumDifference);
            }
            else if (model == 3 && person.Household.VehiclesAvailable == 0)
            {
                double beta501 = 0.05;
                int    beta502 = 0;
                int    beta503 = 0;
                int    beta504 = 0;
                double beta505 = 0.56;
                double beta506 = 0.41;
                int    beta507 = 0;
                int    beta508 = 0;
                int    beta509 = 0;
                int    beta510 = 0;
                double beta511 = -0.45;
                int    beta512 = 0;
                stefanUtility =
                    beta501 * 1.0 +
                    beta502 * numberChildren +
                    beta503 * netIncomeNetCarOwnership +
                    beta504 * person.IsMale.ToFlag() +
                    beta505 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta506 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta507 * person.Age +
                    beta508 * Math.Pow(person.Age, 2.0) +
                    beta509 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta510 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta511 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta512 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(501, 1.0);
                //alternative.AddUtilityTerm(502, numberChildren);
                //alternative.AddUtilityTerm(503, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(504, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(505, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(506, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(507, person.Age);
                //alternative.AddUtilityTerm(508, Math.Pow(person.Age, 2.0));
                ////non-worker/non-student models only
                //alternative.AddUtilityTerm(509, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(510, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(511, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(512, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(501, stefanUtility); // this composite replaces terms *1-*12 above
            }
            else //(model == 3 && person.Household.VehiclesAvailable >= 1)
            {
                double beta601 = -1.7;
                int    beta602 = 0;
                double beta603 = 0.47;
                int    beta604 = 0;
                double beta605 = 0.63;
                double beta606 = 0.46;
                int    beta607 = 0;
                int    beta608 = 0;
                double beta609 = -0.32;
                double beta610 = 0.35;
                double beta611 = -0.37;
                double beta612 = -0.09;
                stefanUtility =
                    beta601 * 1.0 +
                    beta602 * numberChildren +
                    beta603 * netIncomeNetCarOwnership +
                    beta604 * person.IsMale.ToFlag() +
                    beta605 * (person.IsAdultFemale && numberAdults == 1).ToFlag() +
                    beta606 * (person.IsAdultFemale && numberAdults > 1).ToFlag() +
                    beta607 * person.Age +
                    beta608 * Math.Pow(person.Age, 2.0) +
                    beta609 * (person.Household.VehiclesAvailable >= 2).ToFlag() +
                    beta610 * (person.IsAdultMale && numberAdults == 1).ToFlag() +
                    beta611 * Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0) +
                    beta612 * Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus) +
                    0.0;
                //Stefan utility
                //alternative.AddUtilityTerm(601, 1.0);
                //alternative.AddUtilityTerm(602, numberChildren);
                //alternative.AddUtilityTerm(603, netIncomeNetCarOwnership);
                //alternative.AddUtilityTerm(604, person.IsMale.ToFlag());
                //alternative.AddUtilityTerm(605, (person.IsAdultFemale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(606, (person.IsAdultFemale && numberAdults > 1).ToFlag());
                //alternative.AddUtilityTerm(607, person.Age);
                //alternative.AddUtilityTerm(608, Math.Pow(person.Age, 2.0));
                //non-worker/non-student models only
                //alternative.AddUtilityTerm(609, (person.Household.VehiclesAvailable >= 2).ToFlag());
                //alternative.AddUtilityTerm(610, (person.IsAdultMale && numberAdults == 1).ToFlag());
                //alternative.AddUtilityTerm(611, Math.Min(person.Household.ResidenceParcel.DistanceToLocalBus, 2.0));
                //alternative.AddUtilityTerm(612, Math.Min(5.0, person.Household.ResidenceParcel.DistanceToExpressBus));
                alternative.AddUtilityTerm(601, stefanUtility); // this composite replaces terms *1-*12 above
            }

            //alternative.AddUtilityTerm(2, person.IsPartTimeWorker.ToFlag());
            //alternative.AddUtilityTerm(3, (person.IsWorker && person.IsNotFullOrPartTimeWorker).ToFlag());
            //alternative.AddUtilityTerm(4, person.IsUniversityStudent.ToFlag());
            //alternative.AddUtilityTerm(5, person.IsRetiredAdult.ToFlag());
            //alternative.AddUtilityTerm(6, person.IsNonworkingAdult.ToFlag());
            //alternative.AddUtilityTerm(7, person.IsDrivingAgeStudent.ToFlag());
            //alternative.AddUtilityTerm(8, person.IsChildUnder16.ToFlag());
            //alternative.AddUtilityTerm(9, Math.Log(Math.Max(1, person.Household.Income)));
            //alternative.AddUtilityTerm(10, person.Household.HasMissingIncome.ToFlag());
            //alternative.AddUtilityTerm(11, workParcelMissing.ToFlag());
            //alternative.AddUtilityTerm(12, schoolParcelMissing.ToFlag());
            //alternative.AddUtilityTerm(13, (homeTranDist < 90.0) ? homeTranDist1 : 0);
            //alternative.AddUtilityTerm(14, (homeTranDist < 90.0) ? homeTranDist2 : 0);
            //alternative.AddUtilityTerm(15, (homeTranDist > 90.0) ? 1 : 0);
            //			//alternative.AddUtility(16, (workTranDist < 90.0) ? workTranDist : 0);
            //			//alternative.AddUtility(17, (workTranDist < 90.0) ? workTranDist2 : 0);
            //			//alternative.AddUtility(18, (workTranDist > 90.0) ? 1 : 0);
            //			//alternative.AddUtility(19, (schoolTranDist < 90.0) ? schoolTranDist : 0);
            //			//alternative.AddUtility(20, (schoolTranDist > 90.0) ? 1 : 0);
            //			//alternative.AddUtility(21, (!workParcelMissing && workGenTimeWithPass > -90 ) ? workGenTimeWithPass : 0);
            //alternative.AddUtilityTerm(22, (!workParcelMissing && workGenTimeWithPass <= -90) ? 1 : 0);
            //alternative.AddUtilityTerm(23, (!workParcelMissing && workGenTimeWithPass > -90 && workGenTimeNoPass > -90) ? workGenTimeNoPass - workGenTimeWithPass : 0);
            //			//alternative.AddUtility(24, (!schoolParcelMissing && schoolGenTimeWithPass > -90 ) ? schoolGenTimeWithPass : 0);
            //alternative.AddUtilityTerm(25, (!schoolParcelMissing && schoolGenTimeWithPass <= -90) ? 1 : 0);
            //alternative.AddUtilityTerm(26, homeAggregateLogsumNoCar * (person.IsFullOrPartTimeWorker || person.IsUniversityStudent).ToFlag());
            //alternative.AddUtilityTerm(27, homeAggregateLogsumNoCar * (person.IsDrivingAgeStudent || person.IsChildUnder16).ToFlag());
            //alternative.AddUtilityTerm(28, homeAggregateLogsumNoCar * (person.IsNonworkingAdult).ToFlag());
            //alternative.AddUtilityTerm(29, homeAggregateLogsumNoCar * (person.IsRetiredAdult).ToFlag());
            //alternative.AddUtilityTerm(30, workParcelMissing ? 0 : workAggregateLogsumNoCar);
            //alternative.AddUtilityTerm(31, schoolParcelMissing ? 0 : schoolAggregateLogsumNoCar);
            //alternative.AddUtilityTerm(32, transitPassCostChange);
        }
Пример #2
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, DayPattern[] dayPatterns, DayPattern choice = null)
        {
            Framework.DomainModels.Wrappers.IHouseholdWrapper household       = personDay.Household;
            Framework.DomainModels.Wrappers.IParcelWrapper    residenceParcel = household.ResidenceParcel;
            Framework.DomainModels.Wrappers.IPersonWrapper    person          = personDay.Person;

            int    carsPerDriver       = household.GetCarsPerDriver();
            double mixedDensity        = residenceParcel.MixedUse3Index2();
            double intersectionDensity = residenceParcel.IntersectionDensity34Minus1Buffer2();

            double[] purposeLogsums = new double[Global.Settings.Purposes.TotalPurposes + 2];
            double[] atUsualLogsums = new double[3];
            //var carOwnership = person.CarOwnershipSegment; //GV: sat car ownership not to impact logsums
            int carOwnership  = 0;
            int votSegment    = person.Household.GetVotALSegment();
            int transitAccess = residenceParcel.TransitAccessSegment();

            //GV: input 26. july 2013
            // household inputs
            //var childrenUnder5 = householdTotals.ChildrenUnder5;
            //var childrenAge5Through15 = householdTotals.ChildrenAge5Through15;
            //var nonworkingAdults = householdTotals.NonworkingAdults;
            //var retiredAdults = householdTotals.RetiredAdults;

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

            int householdCars = household.VehiclesAvailable;
            //var noCarsInHouseholdFlag = HouseholdWrapper.GetNoCarsInHouseholdFlag(householdCars);
            //var carsLessThanDriversFlag = household.GetCarsLessThanDriversFlag(householdCars);
            //var carsLessThanWorkersFlag = household.GetCarsLessThanWorkersFlag(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.PrimaryPriorityTimeFlag;

            //GV: input 26. july 2013
            // 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();



            if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
            {
                purposeLogsums[Global.Settings.Purposes.Work] = 0;
            }
            else
            {
                int destinationArrivalTime   = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
                int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
                //JLB 201406
                //var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                //JLB 201602
                //var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.Work);

                purposeLogsums[Global.Settings.Purposes.Work] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                atUsualLogsums[Global.Settings.Purposes.Work] = Global.AggregateLogsums[person.UsualWorkParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualWorkParcel.TransitAccessSegment()];
            }

            if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
            {
                purposeLogsums[Global.Settings.Purposes.School] = 0;
            }
            else
            {
                int destinationArrivalTime   = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.SchoolTourModeModel);
                int destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.SchoolTourModeModel);
                //JLB 201406
                //var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                //JLB 201602
                //var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(personDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.School);

                purposeLogsums[Global.Settings.Purposes.School] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                atUsualLogsums[Global.Settings.Purposes.School] = Global.AggregateLogsums[person.UsualSchoolParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][person.UsualSchoolParcel.TransitAccessSegment()];
            }

            double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];

            purposeLogsums[Global.Settings.Purposes.Escort]           = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Escort][carOwnership][votSegment][transitAccess];
            purposeLogsums[Global.Settings.Purposes.PersonalBusiness] = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.PersonalBusiness][carOwnership][votSegment][transitAccess];
            purposeLogsums[Global.Settings.Purposes.Shopping]         = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Shopping][carOwnership][votSegment][transitAccess];
            purposeLogsums[Global.Settings.Purposes.Social]           = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.Social][carOwnership][votSegment][transitAccess];

            for (int xPurpose = Global.Settings.Purposes.Escort; xPurpose <= Global.Settings.Purposes.Social + 10; xPurpose++)
            {
                // extra components 1-5 are for 2,3,4,5,6 tour purposes
                // extra components 6-10 are for 2,3,4,5,6 stop puroposes

                // recode purpose to match coefficients
                int purpose = xPurpose <= Global.Settings.Purposes.Social ? xPurpose :
                              xPurpose <= Global.Settings.Purposes.Social + 5 ? Global.Settings.Purposes.Social + 1 :
                              Global.Settings.Purposes.Social + 2;

                // get correct multiplier on coefficients.
                double xMultiplier = xPurpose <= Global.Settings.Purposes.Social ? 1.0 :
                                     xPurpose <= Global.Settings.Purposes.Social + 5 ? Math.Log(xPurpose - Global.Settings.Purposes.Social + 1) :
                                     Math.Log(xPurpose - Global.Settings.Purposes.Social - 5 + 1);

                choiceProbabilityCalculator.CreateUtilityComponent(xPurpose);
                ChoiceProbabilityCalculator.Component component = choiceProbabilityCalculator.GetUtilityComponent(xPurpose);

                component.AddUtilityTerm(100 * purpose + 1, xMultiplier * person.IsFulltimeWorker.ToFlag());
                component.AddUtilityTerm(100 * purpose + 2, xMultiplier * person.IsPartTimeWorker.ToFlag());
                component.AddUtilityTerm(100 * purpose + 3, xMultiplier * person.IsRetiredAdult.ToFlag());
                component.AddUtilityTerm(100 * purpose + 4, xMultiplier * person.IsNonworkingAdult.ToFlag());
                component.AddUtilityTerm(100 * purpose + 5, xMultiplier * person.IsUniversityStudent.ToFlag());
                component.AddUtilityTerm(100 * purpose + 6, xMultiplier * person.IsDrivingAgeStudent.ToFlag());
                component.AddUtilityTerm(100 * purpose + 7, xMultiplier * person.IsChildAge5Through15.ToFlag());
                component.AddUtilityTerm(100 * purpose + 8, xMultiplier * person.IsChildUnder5.ToFlag());

                component.AddUtilityTerm(100 * purpose + 9, xMultiplier * HHwithLowIncomeFlag);
                component.AddUtilityTerm(100 * purpose + 10, xMultiplier * HHwithMidleIncomeFlag);
                component.AddUtilityTerm(100 * purpose + 11, xMultiplier * HHwithHighIncomeFlag);

                //component.AddUtilityTerm(100 * purpose + 12, xMultiplier * carsPerDriver);
                component.AddUtilityTerm(100 * purpose + 12, xMultiplier * householdCars);

                component.AddUtilityTerm(100 * purpose + 13, xMultiplier * person.IsOnlyAdult().ToFlag());
                component.AddUtilityTerm(100 * purpose + 14, xMultiplier * person.IsOnlyFullOrPartTimeWorker().ToFlag());
                component.AddUtilityTerm(100 * purpose + 15, xMultiplier * 0);
                component.AddUtilityTerm(100 * purpose + 16, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * (!household.HasChildrenUnder16).ToFlag());
                component.AddUtilityTerm(100 * purpose + 17, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
                component.AddUtilityTerm(100 * purpose + 18, xMultiplier * person.IsFemale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());
                component.AddUtilityTerm(100 * purpose + 19, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenUnder5.ToFlag());
                component.AddUtilityTerm(100 * purpose + 20, xMultiplier * person.IsMale.ToFlag() * person.IsAdult.ToFlag() * household.HasChildrenAge5Through15.ToFlag());

                //component.AddUtilityTerm(100 * purpose + 21, xMultiplier * primaryFamilyTimeFlag); //GV: wrong sign

                //component.AddUtilityTerm(100 * purpose + 21, xMultiplier * person.AgeIsBetween18And25.ToFlag());
                //component.AddUtilityTerm(100 * purpose + 22, xMultiplier * person.AgeIsBetween26And35.ToFlag());
                //component.AddUtilityTerm(100 * purpose + 23, xMultiplier * person.AgeIsBetween51And65.ToFlag());

                component.AddUtilityTerm(100 * purpose + 24, xMultiplier * person.WorksAtHome().ToFlag());
                component.AddUtilityTerm(100 * purpose + 25, xMultiplier * mixedDensity);
                component.AddUtilityTerm(100 * purpose + 26, xMultiplier * intersectionDensity);
                //component.AddUtilityTerm(100 * purpose + 27, xMultiplier * purposeLogsums[purpose]); //GV: 17.08.2013, the logsums are wrong
                //component.AddUtilityTerm(100 * purpose + 28, xMultiplier * person.TransitPassOwnershipFlag);
            }

            // tour utility
            const int tourComponentIndex = 18;

            choiceProbabilityCalculator.CreateUtilityComponent(tourComponentIndex);
            ChoiceProbabilityCalculator.Component tourComponent = choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex);
            //tourComponent.AddUtilityTerm(1701, carsPerDriver);
            tourComponent.AddUtilityTerm(1701, householdCars);

            tourComponent.AddUtilityTerm(1702, person.WorksAtHome().ToFlag());
            tourComponent.AddUtilityTerm(1703, mixedDensity);
            tourComponent.AddUtilityTerm(1704, mixedDensity * person.IsChildAge5Through15.ToFlag());
            tourComponent.AddUtilityTerm(1705, compositeLogsum);

            //tourComponent.AddUtilityTerm(1706, person.TransitPassOwnershipFlag);
            tourComponent.AddUtilityTerm(1706, primaryFamilyTimeFlag);

            // stop utility
            const int stopComponentIndex = 19;

            choiceProbabilityCalculator.CreateUtilityComponent(stopComponentIndex);
            ChoiceProbabilityCalculator.Component stopComponent = choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex);
            //stopComponent.AddUtilityTerm(1711, carsPerDriver);
            stopComponent.AddUtilityTerm(1711, householdCars);

            stopComponent.AddUtilityTerm(1712, person.WorksAtHome().ToFlag());
            stopComponent.AddUtilityTerm(1713, mixedDensity);
            stopComponent.AddUtilityTerm(1714, mixedDensity * person.IsChildAge5Through15.ToFlag());
            stopComponent.AddUtilityTerm(1715, compositeLogsum);

            //stopComponent.AddUtilityTerm(1716, person.TransitPassOwnershipFlag);
            //stopComponent.AddUtilityTerm(1716, primaryFamilyTimeFlag); //GV: 17.08.2013, the logsums are wrong

            for (int alternativeIndex = 0; alternativeIndex < TOTAL_ALTERNATIVES; alternativeIndex++)
            {
                DayPattern dayPattern = dayPatterns[alternativeIndex];
                bool       available  = dayPattern.Available;
                ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(alternativeIndex, available, choice != null && choice.Equals(dayPattern));

                if (!Global.Configuration.IsInEstimationMode && !alternative.Available)
                {
                    continue;
                }

                alternative.Choice = dayPattern;

                // components for the purposes
                for (int purpose = Global.Settings.Purposes.Escort; purpose <= Global.Settings.Purposes.Social; purpose++)
                {
                    if (dayPattern.Tours[purpose] > 0 || dayPattern.Stops[purpose] > 0)
                    {
                        alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(purpose));

                        if (dayPattern.Tours[purpose] > 0)
                        {
                            alternative.AddUtilityTerm(100 * purpose + 50, 1); // tour purpose ASC
                                                                               //alternative.AddUtilityTerm(100 * purpose + 51, purposeLogsums[purpose]); // tour purpose logsum GV: 17.08.2013, the logsums are wrong
                        }

                        if (dayPattern.Stops[purpose] > 0)
                        {
                            alternative.AddUtilityTerm(100 * purpose + 60, 1); // stop purpose ASC
                                                                               //alternative.AddUtilityTerm(100 * purpose + 61, purposeLogsums[purpose]); // stop purpose logsum GV: 17.08.2013, the logsums are wrong
                        }
                        if (Global.Configuration.IsInEstimationMode)
                        {
                            //GV commented out
                            //alternative.AddUtilityTerm(100 * purpose + 70, 1 - person.PaperDiary);
                            //GV commented out
                            //alternative.AddUtilityTerm(100 * purpose + 71, person.ProxyResponse);
                        }
                    }
                }

                // multiple tour purposes component
                if (dayPattern.TotalTourPurposes > 1)
                {
                    alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + (dayPattern.TotalTourPurposes - 1)));
                }

                // multiple stop purposes component
                if (dayPattern.TotalStopPurposes > 1)
                {
                    alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(Global.Settings.Purposes.Social + 5 + (dayPattern.TotalStopPurposes - 1)));
                }

                for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social; tourPurpose++)
                {
                    for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 1; stopPurpose++)
                    {
                        if (tourPurpose > Global.Settings.Purposes.School && stopPurpose <= Global.Settings.Purposes.School)
                        {
                            continue;
                        }

                        if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Stops[stopPurpose] > 0)
                        {
                            alternative.AddUtilityTerm(1200 + 10 * tourPurpose + stopPurpose, 1); // tour-stop comb. utility
                        }
                    }
                }

                for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.School; tourPurpose++)
                {
                    if (dayPattern.Tours[tourPurpose] == 1 && dayPattern.TotalStopPurposes >= 1)
                    {
                        alternative.AddUtilityTerm(1300 + 10 * tourPurpose, purposeLogsums[tourPurpose]); // usual location logsum x presence of stops in work or school pattern
                        alternative.AddUtilityTerm(1300 + 10 * tourPurpose + 1, compositeLogsum);         // home aggregate logsum x  presence of stops in work or school pattern
                                                                                                          //alternative.AddUtilityTerm(1300 + 10 * tourPurpose + 2, atUsualLogsums[tourPurpose]); // at usual location aggregate logsum x  presence of stops in work or school pattern GV: commented out as the sign is wrong
                    }
                }

                for (int tourPurpose = Global.Settings.Purposes.Work; tourPurpose <= Global.Settings.Purposes.Social - 2; tourPurpose++)
                {
                    for (int tourPurpose2 = tourPurpose + 1; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++)
                    {
                        if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0)
                        {
                            alternative.AddUtilityTerm(1400 + 10 * tourPurpose + tourPurpose2, 1); // tour-tour comb. utility
                        }
                    }
                }

                for (int tourPurpose = Global.Settings.Purposes.Business; tourPurpose <= Global.Settings.Purposes.Business; tourPurpose++)
                {
                    for (int tourPurpose2 = Global.Settings.Purposes.Escort; tourPurpose2 <= Global.Settings.Purposes.Social; tourPurpose2++)
                    {
                        if (dayPattern.Tours[tourPurpose] > 0 && dayPattern.Tours[tourPurpose2] > 0)
                        {
                            alternative.AddUtilityTerm(1461, 1); // tour-tour comb. utility for business combos
                        }
                    }
                }

                for (int stopPurpose = Global.Settings.Purposes.Work; stopPurpose <= Global.Settings.Purposes.Social - 2; stopPurpose++)
                {
                    for (int stopPurpose2 = stopPurpose + 1; stopPurpose2 <= Global.Settings.Purposes.Social; stopPurpose2++)
                    {
                        if (dayPattern.Stops[stopPurpose] > 0 && dayPattern.Stops[stopPurpose2] > 0)
                        {
                            alternative.AddUtilityTerm(1500 + 10 * stopPurpose + stopPurpose2, 1); // stop-stop comb. utility
                        }
                    }
                }

                if (dayPattern.TotalTourPurposes > 0 && dayPattern.TotalStopPurposes > 0)
                {
                    int totalStopPurposes = dayPattern.TotalStopPurposes;

                    if (totalStopPurposes > 3)
                    {
                        totalStopPurposes = 3;
                    }

                    alternative.AddUtilityTerm(1600 + 10 * dayPattern.TotalTourPurposes + totalStopPurposes, 1); // nttour-ntstop utility
                }
                if (dayPattern.TotalTourPurposes - dayPattern.Tours[Global.Settings.Purposes.Work]
                    - dayPattern.Tours[Global.Settings.Purposes.Business]
                    - dayPattern.Tours[Global.Settings.Purposes.School] > 0)
                {
                    // tour utility
                    alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(tourComponentIndex));
                }
                if (dayPattern.TotalStopPurposes - dayPattern.Stops[Global.Settings.Purposes.Work]
                    - dayPattern.Stops[Global.Settings.Purposes.Business]
                    - dayPattern.Stops[Global.Settings.Purposes.School] > 0)
                {
                    // stop utility
                    alternative.AddUtilityComponent(choiceProbabilityCalculator.GetUtilityComponent(stopComponentIndex));
                }
            }
        }