Esempio n. 1
0
        public void Run(PersonWrapper person, int sampleSize)
        {
            if (person == null)
            {
                throw new ArgumentNullException("person");
            }

            person.ResetRandom(0);

            if (Global.Configuration.IsInEstimationMode)
            {
                if (!_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode)
                {
                    return;
                }
            }

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

            if (_helpers[ParallelUtility.GetBatchFromThreadId()].ModelIsInEstimationMode)
            {
                if (person.UsualWorkParcel == null)
                {
                    return;
                }

                var choseHome    = person.UsualWorkParcelId == person.Household.ResidenceParcelId;              // JLB 20120329 added these two lines
                var chosenParcel = choseHome ? null : person.UsualWorkParcel;

                //RunModel(choiceProbabilityCalculator, person, sampleSize, person.UsualWorkParcel);
                RunModel(choiceProbabilityCalculator, person, sampleSize, chosenParcel, choseHome);                 // JLB 20120329 replaced above line
                // when chosenParcel is null:
                // DestinationSampler doesn't try to assign one of the sampled destinations as chosen
                // choseHome is NOT null, and RunModel sets the oddball location as chosen

                choiceProbabilityCalculator.WriteObservation();
            }
            else
            {
                RunModel(choiceProbabilityCalculator, person, sampleSize);

                var chosenAlternative = choiceProbabilityCalculator.SimulateChoice(person.Household.RandomUtility);
                var choice            = (ParcelWrapper)chosenAlternative.Choice;

                person.UsualWorkParcelId = choice.Id;
                person.UsualWorkParcel   = choice;
                person.UsualWorkZoneKey  = ChoiceModelFactory.ZoneKeys[choice.ZoneId];

                var skimValue = ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Sov, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, 1, person.Household.ResidenceParcel, choice);

                person.AutoTimeToUsualWork     = skimValue.Variable;
                person.AutoDistanceToUsualWork = skimValue.BlendVariable;

                person.SetWorkParcelPredictions();
            }
        }
Esempio n. 2
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonWrapper person, int sampleSize, IParcelWrapper choice = null, bool choseHome = false)
        {
            var segment                  = Global.Kernel.Get <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(Global.Settings.Purposes.Work, Global.Settings.TourPriorities.HomeBasedTour, Global.Settings.Modes.Sov, person.PersonType);
            var destinationSampler       = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, person.Household.ResidenceParcel, choice);
            var destinationArrivalTime   = ChoiceModelUtility.GetDestinationArrivalTime(Global.Settings.Models.WorkTourModeModel);
            var destinationDepartureTime = ChoiceModelUtility.GetDestinationDepartureTime(Global.Settings.Models.WorkTourModeModel);
            var workLocationUtilites     = new WorkLocationUtilities(person, sampleSize, destinationArrivalTime, destinationDepartureTime);

            var sampleItems = destinationSampler.SampleAndReturnTourDestinations(workLocationUtilites);

            int index = 0;

            foreach (var sampleItem in sampleItems)
            {
                bool   available         = sampleItem.Key.Available;
                bool   isChosen          = sampleItem.Key.IsChosen;
                double adjustmentFactor  = sampleItem.Key.AdjustmentFactor;
                var    destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];

                var alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);

                if (!available)
                {
                    continue;
                }

                alternative.Choice = destinationParcel;

                var workTourLogsum    = 0D;
                var nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(person, person.Household.ResidenceParcel, destinationParcel, destinationArrivalTime, destinationDepartureTime, person.Household.HouseholdTotals.DrivingAgeMembers, 0.0);
                workTourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();

                var votSegment      = person.Household.GetVotALSegment();
                var taSegment       = destinationParcel.TransitAccessSegment();
                var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult][votSegment][taSegment];

                var distanceFromOrigin = person.Household.ResidenceParcel.DistanceFromOrigin(destinationParcel, 1);
                var distance1          = Math.Min(distanceFromOrigin, .35);
                var distance2          = Math.Max(0, Math.Min(distanceFromOrigin - .35, 1 - .35));
                var distance3          = Math.Max(0, distanceFromOrigin - 1);
                var distanceLog        = Math.Log(1 + distanceFromOrigin);
                var distanceFromSchool = person.IsFullOrPartTimeWorker ? 0 : person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);


                // parcel buffers
                var educationBuffer  = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1);
                var governmentBuffer = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1);
                var officeBuffer     = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1);
                var serviceBuffer    = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1);
                var householdsBuffer = Math.Log(destinationParcel.HouseholdsBuffer2 + 1);

//				var retailBuffer = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1);
                var industrialAgricultureConstructionBuffer = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1);
                var foodBuffer               = Math.Log(destinationParcel.EmploymentFoodBuffer2 + 1);
                var medicalBuffer            = Math.Log(destinationParcel.EmploymentMedicalBuffer2 + 1);
                var employmentTotalBuffer    = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1);
                var studentsUniversityBuffer = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1);
                var studentsK12Buffer        = Math.Log(destinationParcel.StudentsK8Buffer2 + destinationParcel.StudentsHighSchoolBuffer2 + 1);

//				var mixedUse4Index = destinationParcel.MixedUse4Index2();

                //size attributes (derived)
                var employmentIndustrialAgricultureConstruction = destinationParcel.EmploymentIndustrial + destinationParcel.EmploymentAgricultureConstruction;

                // parking attributes
                var parcelParkingDensity = destinationParcel.ParcelParkingPerTotalEmployment();

                // connectivity attributes
                var c34Ratio = destinationParcel.C34RatioBuffer1();


                // Stefan
                bool isInCopenhagenMunicipality  = true;                //destinationParcel.Municipality == 101;  Need to change this after Municipality property is added to LD parcel file
                var  employmentCommercial        = destinationParcel.EmploymentRetail + destinationParcel.EmploymentService;
                var  employmentCommercialBuffer1 = destinationParcel.EmploymentRetailBuffer1 + destinationParcel.EmploymentServiceBuffer1;

                double beta00002 = -2.53;
                double beta00003 = 2.65;
                double beta00004 = 1.57;
                double beta00005 = -0.18;
                double beta00006 = -0.43;
                double beta00007 = -0.19;
                double beta00008 = 0.33;
                double beta00009 = 0.007;
                double beta00010 = 0.55;

                var stefanUtility =
                    beta00002 * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits +
                    beta00003 * (person.Household.Income < 300000).ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits +
                    beta00004 * person.IsFemale.ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits +
                    beta00005 * isInCopenhagenMunicipality.ToFlag() +
                    beta00006 * (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * isInCopenhagenMunicipality.ToFlag() +
                    beta00007 * (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * isInCopenhagenMunicipality.ToFlag() +
                    beta00008 * (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * isInCopenhagenMunicipality.ToFlag() +
                    beta00009 * person.Age * isInCopenhagenMunicipality.ToFlag() +
                    0.0;             // beta00010 * (person.Household.ResidenceParcel.Municipality == destination.Municipality).ToFlag();



                //Stefan non-size terms.
                alternative.AddUtilityTerm(1, sampleItem.Key.AdjustmentFactor);
                //alternative.AddUtilityTerm(2, destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits);
                //alternative.AddUtilityTerm(3, (person.Household.Income < 300000).ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits);
                //alternative.AddUtilityTerm(4, person.IsFemale.ToFlag() * destinationParcel.Households / destinationParcel.ThousandsSquareLengthUnits);
                //alternative.AddUtilityTerm(5, isInCopenhagenMunicipality.ToFlag());
                //alternative.AddUtilityTerm(6, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * isInCopenhagenMunicipality.ToFlag());
                //alternative.AddUtilityTerm(7, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * isInCopenhagenMunicipality.ToFlag());
                //alternative.AddUtilityTerm(8, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * isInCopenhagenMunicipality.ToFlag());
                //alternative.AddUtilityTerm(9, person.Age * isInCopenhagenMunicipality.ToFlag());
                ////alternative.AddUtilityTerm(10, (person.Household.ResidenceParcel.Municipality == destination.Municipality).ToFlag());  // Acivate this after Municipality property is added to LD parcel file
                //following logsums replace Stefan's car and public transport times
                alternative.AddUtilityTerm(11, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * workTourLogsum);
                alternative.AddUtilityTerm(12, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * workTourLogsum);
                alternative.AddUtilityTerm(13, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * workTourLogsum);
                alternative.AddUtilityTerm(14, person.Household.HasMissingIncome.ToFlag() * workTourLogsum);
                alternative.AddUtilityTerm(15, person.IsFemale.ToFlag() * workTourLogsum);
                alternative.AddUtilityTerm(16, person.Age * workTourLogsum);
                alternative.AddUtilityTerm(17, (person.MainOccupation == 50).ToFlag() * workTourLogsum); // self-employed
                //Stefan's composite term 18 replaces terms 2-10 above
                alternative.AddUtilityTerm(18, stefanUtility);                                           // see above for this composite function of StefanMabitt's utility function

                //alternative.AddUtilityTerm(2, person.IsFulltimeWorker.ToFlag() * workTourLogsum);
                //alternative.AddUtilityTerm(3, person.IsPartTimeWorker.ToFlag() * workTourLogsum);
                //alternative.AddUtilityTerm(4, person.IsNotFullOrPartTimeWorker.ToFlag() * workTourLogsum);
                //alternative.AddUtilityTerm(5, distanceLog); // for distance calibration
                //alternative.AddUtilityTerm(6, person.IsFulltimeWorker.ToFlag() * distance1);
                //alternative.AddUtilityTerm(7, person.IsFulltimeWorker.ToFlag() * distance2);
                //alternative.AddUtilityTerm(8, person.IsFulltimeWorker.ToFlag() * distance3);
                //alternative.AddUtilityTerm(9, person.IsPartTimeWorker.ToFlag() * distanceLog);
                //alternative.AddUtilityTerm(10, person.IsNotFullOrPartTimeWorker.ToFlag() * distanceLog);
                //alternative.AddUtilityTerm(11, person.Household.Has0To15KIncome.ToFlag() * distanceLog);
                //alternative.AddUtilityTerm(12, person.Household.Has50To75KIncome.ToFlag() * distanceLog);
                //alternative.AddUtilityTerm(13, person.Household.Has75To100KIncome.ToFlag() * distanceLog);
                //alternative.AddUtilityTerm(14, person.IsFemale.ToFlag() * distanceLog);
                //alternative.AddUtilityTerm(15, person.IsStudentAge.ToFlag() * distanceFromSchool);
                //alternative.AddUtilityTerm(16, person.IsFulltimeWorker.ToFlag() * aggregateLogsum);
                //alternative.AddUtilityTerm(17, person.IsPartTimeWorker.ToFlag() * aggregateLogsum);
                //alternative.AddUtilityTerm(18, person.IsNotFullOrPartTimeWorker.ToFlag() * aggregateLogsum);
                //alternative.AddUtilityTerm(19, parcelParkingDensity);
                //alternative.AddUtilityTerm(20, c34Ratio);

                //Neighborhood
                //alternative.AddUtilityTerm(21, person.Household.HasValidIncome.ToFlag() * serviceBuffer);
                //alternative.AddUtilityTerm(22, person.Household.HasValidIncome.ToFlag() * educationBuffer);
                //alternative.AddUtilityTerm(23, person.Household.HasValidIncome.ToFlag() * foodBuffer);
                //alternative.AddUtilityTerm(24, person.Household.HasValidIncome.ToFlag() * governmentBuffer);
                //alternative.AddUtilityTerm(25, person.Household.HasValidIncome.ToFlag() * officeBuffer);
                //alternative.AddUtilityTerm(26, person.Household.HasValidIncome.ToFlag() * medicalBuffer);
                //alternative.AddUtilityTerm(27, person.Household.HasValidIncome.ToFlag() * householdsBuffer);
                //alternative.AddUtilityTerm(28, person.Household.HasValidIncome.ToFlag() * studentsUniversityBuffer);

                //alternative.AddUtilityTerm(29, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * studentsK12Buffer);
                //alternative.AddUtilityTerm(30, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * studentsUniversityBuffer);
                //alternative.AddUtilityTerm(31, person.Household.HasValidIncome.ToFlag() * person.IsPartTimeWorker.ToFlag() * industrialAgricultureConstructionBuffer);
                //alternative.AddUtilityTerm(32, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * foodBuffer);
                //alternative.AddUtilityTerm(33, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * medicalBuffer);

                //alternative.AddUtilityTerm(34, person.IsFulltimeWorker.ToFlag() * person.Household.Has75KPlusIncome.ToFlag() * employmentTotalBuffer);
                //alternative.AddUtilityTerm(35, person.IsNotFullOrPartTimeWorker.ToFlag() * person.Household.HasIncomeUnder50K.ToFlag() * governmentBuffer);
                //alternative.AddUtilityTerm(36, person.IsNotFullOrPartTimeWorker.ToFlag() * person.Household.HasIncomeUnder50K.ToFlag() * employmentTotalBuffer);

                //Size
                // Stefan size terms.
                // Note:  the following assumes: (1) Stefan's size variables enter his utility function as a logsum, a la BAL;
                //                               (2) Jobs--commercial and Jobs--finance apply to hh w unknown incomes in Stefan's spec
                //        If his size variables enter linearly, then if I want to replicate them I should not use alogit size functions.
                //        If Jobs--commercial and Jobs--finance don't apply to missing incomes, then I need to change the size functions below
                alternative.AddUtilityTerm(51, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
                alternative.AddUtilityTerm(52, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
                alternative.AddUtilityTerm(53, (person.Household.HasValidIncome && person.Household.Income >= 600000 && person.Household.Income < 900000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
                alternative.AddUtilityTerm(54, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));
                alternative.AddUtilityTerm(55, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial));                 // second term allows first one to have base coef of 0
                alternative.AddUtilityTerm(56, (person.Household.HasMissingIncome.ToFlag() * (destinationParcel.EmploymentTotal - employmentCommercial)));
                alternative.AddUtilityTerm(57, (person.Household.HasValidIncome && person.Household.Income < 300000).ToFlag() * employmentCommercial);
                alternative.AddUtilityTerm(58, (person.Household.HasValidIncome && person.Household.Income >= 300000 && person.Household.Income < 600000).ToFlag() * employmentCommercial);
                alternative.AddUtilityTerm(59, (person.Household.HasValidIncome && person.Household.Income >= 600000 && person.Household.Income < 900000).ToFlag() * employmentCommercial);
                alternative.AddUtilityTerm(60, (person.Household.HasValidIncome && person.Household.Income >= 900000).ToFlag() * employmentCommercial);
                alternative.AddUtilityTerm(61, person.Household.HasMissingIncome.ToFlag() * employmentCommercial);
                alternative.AddUtilityTerm(62, destinationParcel.EmploymentOffice);
                //The following combine with 51-55, 56-60 and 61 to include size of entire buffer region in main size variables
                alternative.AddUtilityTerm(63, (destinationParcel.EmploymentTotalBuffer1 - destinationParcel.EmploymentTotal) - (employmentCommercialBuffer1 - employmentCommercial));
                alternative.AddUtilityTerm(64, employmentCommercialBuffer1 - employmentCommercial);
                alternative.AddUtilityTerm(65, destinationParcel.EmploymentOfficeBuffer1 - destinationParcel.EmploymentOffice);

                //alternative.AddUtilityTerm(51, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentService);
                //alternative.AddUtilityTerm(52, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentEducation);
                //alternative.AddUtilityTerm(53, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentFood);
                //alternative.AddUtilityTerm(54, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentGovernment);
                //alternative.AddUtilityTerm(55, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentOffice);
                //alternative.AddUtilityTerm(56, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentRetail);
                //alternative.AddUtilityTerm(57, person.Household.HasValidIncome.ToFlag() * destinationParcel.EmploymentMedical);
                //alternative.AddUtilityTerm(58, person.Household.HasValidIncome.ToFlag() * employmentIndustrialAgricultureConstruction);
                //alternative.AddUtilityTerm(59, person.Household.HasValidIncome.ToFlag() * destinationParcel.StudentsUniversity);

                //alternative.AddUtilityTerm(60, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * destinationParcel.EmploymentGovernment);
                //alternative.AddUtilityTerm(61, person.Household.HasValidIncome.ToFlag() * person.IsFulltimeWorker.ToFlag() * employmentIndustrialAgricultureConstruction);
                //alternative.AddUtilityTerm(62, person.Household.HasValidIncome.ToFlag() * person.IsPartTimeWorker.ToFlag() * employmentIndustrialAgricultureConstruction);
                //alternative.AddUtilityTerm(63, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentEducation);
                //alternative.AddUtilityTerm(64, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentFood);
                //alternative.AddUtilityTerm(65, person.Household.HasValidIncome.ToFlag() * person.IsNotFullOrPartTimeWorker.ToFlag() * destinationParcel.EmploymentRetail);

                //alternative.AddUtilityTerm(66, person.Household.HasIncomeUnder50K.ToFlag() * destinationParcel.EmploymentRetail);
                //alternative.AddUtilityTerm(67, person.Household.HasIncomeUnder50K.ToFlag() * destinationParcel.EmploymentService);
                //alternative.AddUtilityTerm(68, person.Household.Has50To75KIncome.ToFlag() * destinationParcel.EmploymentMedical);
                //alternative.AddUtilityTerm(69, person.Household.Has50To75KIncome.ToFlag() * destinationParcel.EmploymentOffice);
                //alternative.AddUtilityTerm(70, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentEducation);
                //alternative.AddUtilityTerm(71, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentGovernment);
                //alternative.AddUtilityTerm(72, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentMedical);
                //alternative.AddUtilityTerm(73, person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentOffice);

                //alternative.AddUtilityTerm(74, person.IsFulltimeWorker.ToFlag() * person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentGovernment);
                //alternative.AddUtilityTerm(75, person.IsFulltimeWorker.ToFlag() * (!person.Household.Has75KPlusIncome).ToFlag() * employmentIndustrialAgricultureConstruction);
                //alternative.AddUtilityTerm(76, person.IsPartTimeWorker.ToFlag() * (!person.Household.HasIncomeUnder50K).ToFlag() * destinationParcel.EmploymentMedical);
                //alternative.AddUtilityTerm(77, (!person.IsFulltimeWorker).ToFlag() * person.Household.Has75KPlusIncome.ToFlag() * destinationParcel.EmploymentOffice);
                //alternative.AddUtilityTerm(78, person.IsNotFullOrPartTimeWorker.ToFlag() * (!person.Household.HasIncomeUnder50K).ToFlag() * destinationParcel.EmploymentRetail);

                //alternative.AddUtilityTerm(79, person.Household.HasMissingIncome.ToFlag() * destinationParcel.EmploymentTotal);
                //alternative.AddUtilityTerm(80, person.Household.HasMissingIncome.ToFlag() * destinationParcel.StudentsUniversity);

                // set shadow price depending on persontype and add it to utility
                // we are using the sampling adjustment factor assuming that it is 1
                alternative.AddUtilityTerm(1, destinationParcel.ShadowPriceForEmployment);

                //remove nesting for estimation of conditional MNL
                alternative.AddNestedAlternative(sampleSize + 2, 0, 98);
            }

            // JLB 20120329 added third call parameter to idenitfy whether this alt is chosen or not
            var homeAlternative = choiceProbabilityCalculator.GetAlternative(sampleSize, true, choseHome);

            homeAlternative.Choice = person.Household.ResidenceParcel;

            homeAlternative.AddUtilityTerm(41, 1);
            homeAlternative.AddUtilityTerm(42, (person.MainOccupation == 50).ToFlag());             // self-employed

            //homeAlternative.AddUtilityTerm(42, person.IsPartTimeWorker.ToFlag());
            //homeAlternative.AddUtilityTerm(43, person.IsStudentAge.ToFlag());
            //homeAlternative.AddUtilityTerm(44, person.IsFemale.ToFlag());
            homeAlternative.AddUtilityTerm(90, 1);

            //make oddball alt unavailable and remove nesting for estimation of conditional MNL
//			alternative.Available = false;
            homeAlternative.AddNestedAlternative(sampleSize + 3, 1, 98);
        }
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, TourWrapper tour, HouseholdDayWrapper householdDay, int sampleSize, IParcelWrapper choice = null)
        {
            timesStartedRunModel++;
            HouseholdWrapper household = (HouseholdWrapper)tour.Household;
            PersonWrapper    person    = (PersonWrapper)tour.Person;
            PersonDayWrapper personDay = (PersonDayWrapper)tour.PersonDay;

            //			var totalAvailableMinutes =
            //				tour.ParentTour == null
            //					? personDay.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay)
            //					: tour.ParentTour.TimeWindow.TotalAvailableMinutes(1, Global.Settings.Times.MinutesInADay);


            TimeWindow timeWindow = new TimeWindow();

            if (tour.JointTourSequence > 0)
            {
                foreach (PersonDayWrapper pDay in householdDay.PersonDays)
                {
                    TourWrapper tInJoint = (TourWrapper)pDay.Tours.Find(t => t.JointTourSequence == tour.JointTourSequence);
                    if (!(tInJoint == null))
                    {
                        // set jointTour time window
                        timeWindow.IncorporateAnotherTimeWindow(tInJoint.PersonDay.TimeWindow);
                    }
                }
            }
            else if (tour.ParentTour == null)
            {
                timeWindow.IncorporateAnotherTimeWindow(personDay.TimeWindow);
            }

            timeWindow.SetBusyMinutes(Global.Settings.Times.EndOfRelevantWindow, Global.Settings.Times.MinutesInADay + 1);

            var maxAvailableMinutes =
                (tour.JointTourSequence > 0 || tour.ParentTour == null)
                                 ? timeWindow.MaxAvailableMinutesAfter(Global.Settings.Times.FiveAM)
                                          : tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime;


            //			var hoursAvailableInverse =
            //				tour.IsHomeBasedTour
            //					? (personDay.HomeBasedTours - personDay.SimulatedHomeBasedTours + 1) / (Math.Max(totalAvailableMinutes - 360, 30) / 60D)
            //					: 1 / (Math.Max(totalAvailableMinutes, 1) / 60D);

            var householdHasChildren   = household.HasChildren;
            var householdHasNoChildren = householdHasChildren ? false : true;

            var fastestAvailableTimeOfDay =
                tour.IsHomeBasedTour || tour.ParentTour == null
                                          ? 1
                                          : tour.ParentTour.DestinationArrivalTime + (tour.ParentTour.DestinationDepartureTime - tour.ParentTour.DestinationArrivalTime) / 2;

            var tourCategory = tour.GetTourCategory();
            //			var primaryFlag = ChoiceModelUtility.GetPrimaryFlag(tourCategory);
            var secondaryFlag           = ChoiceModelUtility.GetSecondaryFlag(tourCategory);
            var workOrSchoolPatternFlag = personDay.GetIsWorkOrSchoolPattern().ToFlag();
            var otherPatternFlag        = personDay.GetIsOtherPattern().ToFlag();
            int jointTourFlag           = (tour.JointTourSequence > 0).ToFlag();



            ChoiceModelUtility.DrawRandomTourTimePeriods(tour, tourCategory);

            if (tour.Household.Id == 80049 && tour.PersonDay.Day == 1 && tour.Person.Sequence == 2 && tour.Sequence == 4)
            {
                bool testbreak = true;
            }

            var segment = Global.Kernel.Get <SamplingWeightsSettingsFactory>().SamplingWeightsSettings.GetTourDestinationSegment(tour.DestinationPurpose, tour.IsHomeBasedTour ? Global.Settings.TourPriorities.HomeBasedTour : Global.Settings.TourPriorities.WorkBasedTour, Global.Settings.Modes.Sov, person.PersonType);


            var destinationSampler       = new DestinationSampler(choiceProbabilityCalculator, segment, sampleSize, tour.OriginParcel, choice);
            var tourDestinationUtilities = new TourDestinationUtilities(tour, sampleSize, secondaryFlag, personDay.GetIsWorkOrSchoolPattern().ToFlag(), personDay.GetIsOtherPattern().ToFlag(), fastestAvailableTimeOfDay, maxAvailableMinutes);

            // get destination sample and perform code that used to be in SetUtilities below
            var sampleItems = destinationSampler.SampleAndReturnTourDestinations(tourDestinationUtilities);

            int index = 0;

            foreach (var sampleItem in sampleItems)
            {
                bool   available         = sampleItem.Key.Available;
                bool   isChosen          = sampleItem.Key.IsChosen;
                double adjustmentFactor  = sampleItem.Key.AdjustmentFactor;
                var    destinationParcel = ChoiceModelFactory.Parcels[sampleItem.Key.ParcelId];

                if (isChosen)
                {
                    Global.PrintFile.WriteLine("Sequence {0}: Chosen parcel {1} Available {2} Sample item {3} of {4}", timesStartedRunModel, destinationParcel.Id, available, index, sampleItems.Count);
                }

                var alternative = choiceProbabilityCalculator.GetAlternative(index++, available, isChosen);


                if (!available)
                {
                    continue;
                }

                var fastestTravelTime =
                    ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, fastestAvailableTimeOfDay, tour.OriginParcel, destinationParcel).Variable +
                    ImpedanceRoster.GetValue("ivtime", Global.Settings.Modes.Hov3, Global.Settings.PathTypes.FullNetwork, Global.Settings.ValueOfTimes.DefaultVot, fastestAvailableTimeOfDay, destinationParcel, tour.OriginParcel).Variable;

                if (fastestTravelTime >= maxAvailableMinutes)
                {
                    alternative.Available = false;

                    continue;
                }

                alternative.Choice = destinationParcel;

                double tourLogsum;

                if (tour.IsHomeBasedTour)
                {
                    if (tour.DestinationPurpose == Global.Settings.Purposes.Work)
                    {
                        //JLB 201406
                        //var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeModel>().RunNested(tour, destinationParcel);
                        var nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
                        tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                    }

                    // JLB201406
                    //else if (tour.DestinationPurpose == Global.Settings.Purposes.Escort) {
                    //	var nestedAlternative = Global.ChoiceModelSession.Get<EscortTourModeModel>().RunNested(tour, destinationParcel);
                    //	tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                    //}
                    else
                    {
                        // JLB201406
                        //var nestedAlternative = Global.ChoiceModelSession.Get<OtherHomeBasedTourModeModel>().RunNested(tour, destinationParcel);
                        var nestedAlternative = Global.ChoiceModelSession.Get <OtherHomeBasedTourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
                        tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                    }
                }
                else
                {
                    // JLB201406
                    //var nestedAlternative = Global.ChoiceModelSession.Get<WorkBasedSubtourModeModel>().RunNested(tour, destinationParcel);
                    var nestedAlternative = Global.ChoiceModelSession.Get <WorkBasedSubtourModeTimeModel>().RunNested(tour, destinationParcel, tour.Household.VehiclesAvailable, tour.Person.GetTransitFareDiscountFraction());
                    tourLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                }

                //var purpose = tour.TourPurposeSegment;
                var carOwnership  = person.GetCarOwnershipSegment();
                var votSegment    = tour.GetVotALSegment();
                var transitAccess = destinationParcel.TransitAccessSegment();
                //var aggregateLogsum = Global.AggregateLogsums[destinationParcel.ZoneId][purpose][carOwnership][votSegment][transitAccess];
                var aggregateLogsumHomeBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votSegment][transitAccess];
                var aggregateLogsumWorkBased = Global.AggregateLogsums[destinationParcel.ZoneId][Global.Settings.Purposes.WorkBased][carOwnership][votSegment][transitAccess];

                var distanceFromOrigin = tour.OriginParcel.DistanceFromOrigin(destinationParcel, tour.DestinationArrivalTime);


                // 1. new from GV: Cph KM-distances
                var piecewiseDistanceFrom0To1Km = Math.Min(distanceFromOrigin, .10);

                var piecewiseDistanceFrom0To2Km = Math.Min(distanceFromOrigin, .20);                 //GV: added July 7th
                var piecewiseDistanceFrom0To5Km = Math.Min(distanceFromOrigin, .50);                 //GV: added July 7th

                var piecewiseDistanceFrom1To2Km         = Math.Max(0, Math.Min(distanceFromOrigin - .1, .2 - .1));
                var piecewiseDistanceFrom2To5Km         = Math.Max(0, Math.Min(distanceFromOrigin - .2, .5 - .2));
                var piecewiseDistanceFrom5To10Km        = Math.Max(0, Math.Min(distanceFromOrigin - .5, 1 - .5));
                var piecewiseDistanceFrom10To20Km       = Math.Max(0, Math.Min(distanceFromOrigin - 1, 2 - 1));
                var piecewiseDistanceFrom20KmToInfinity = Math.Max(0, distanceFromOrigin - 2);

                var piecewiseDistanceFrom10KmToInfinity = Math.Max(0, distanceFromOrigin - 1);
                // 1. finished

                var distanceFromOriginLog = Math.Log(1 + distanceFromOrigin);
                var distanceFromWorkLog   = person.UsualWorkParcel.DistanceFromWorkLog(destinationParcel, 1);
                var distanceFromSchoolLog = person.UsualSchoolParcel.DistanceFromSchoolLog(destinationParcel, 1);

                var timePressure = Math.Log(1 - fastestTravelTime / maxAvailableMinutes);


                // 2. new from GV: Cph buffers for neighborhood effects
                // log transforms of buffers for Neighborhood effects
                var logOfOnePlusEducationK8Buffer2          = Math.Log(destinationParcel.StudentsK8Buffer2 + 1.0);
                var logOfOnePlusEducationUniStuBuffer2      = Math.Log(destinationParcel.StudentsUniversityBuffer2 + 1.0);
                var logOfOnePlusEmploymentEducationBuffer2  = Math.Log(destinationParcel.EmploymentEducationBuffer2 + 1.0);
                var logOfOnePlusEmploymentGovernmentBuffer2 = Math.Log(destinationParcel.EmploymentGovernmentBuffer2 + 1.0);
                var logOfOnePlusEmploymentIndustrialBuffer2 = Math.Log(destinationParcel.EmploymentIndustrialBuffer2 + 1.0);
                var logOfOnePlusEmploymentOfficeBuffer2     = Math.Log(destinationParcel.EmploymentOfficeBuffer2 + 1.0);
                var logOfOnePlusEmploymentRetailBuffer2     = Math.Log(destinationParcel.EmploymentRetailBuffer2 + 1.0);
                var logOfOnePlusEmploymentServiceBuffer2    = Math.Log(destinationParcel.EmploymentServiceBuffer2 + 1.0);
                var logOfOnePlusEmploymentAgrConstrBuffer2  = Math.Log(destinationParcel.EmploymentAgricultureConstructionBuffer2 + 1.0);
                var logOfOnePlusEmploymentJobsBuffer2       = Math.Log(destinationParcel.EmploymentTotalBuffer2 + 1.0);
                var logOfOnePlusHouseholdsBuffer2           = Math.Log(destinationParcel.HouseholdsBuffer2 + 1.0);
                // 2. finished


                var logOfOnePlusParkingOffStreetDailySpacesBuffer1 = Math.Log(1 + destinationParcel.ParkingOffStreetPaidDailySpacesBuffer1);
                // connectivity attributes
                var c34Ratio = destinationParcel.C34RatioBuffer1();

                var carCompetitionFlag   = FlagUtility.GetCarCompetitionFlag(carOwnership);               // exludes no cars
                var noCarCompetitionFlag = FlagUtility.GetNoCarCompetitionFlag(carOwnership);
                var noCarsFlag           = FlagUtility.GetNoCarsFlag(carOwnership);

                alternative.AddUtilityTerm(2, household.Id);
                alternative.AddUtilityTerm(3, personDay.Day);
                alternative.AddUtilityTerm(4, person.Sequence);
                alternative.AddUtilityTerm(5, tour.Sequence);

                alternative.AddUtilityTerm(8, adjustmentFactor);
                alternative.AddUtilityTerm(9, tourLogsum);

                // 3. new from GV: definition of Cph variables

                //alternative.AddUtilityTerm(260, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom0To1Km);
                alternative.AddUtilityTerm(260, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom0To2Km);                 //GV: added July 7th
                //alternative.AddUtilityTerm(261, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom1To2Km);
                alternative.AddUtilityTerm(262, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom2To5Km);
                alternative.AddUtilityTerm(263, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom5To10Km);
                alternative.AddUtilityTerm(264, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom10To20Km);
                alternative.AddUtilityTerm(265, secondaryFlag * workOrSchoolPatternFlag * piecewiseDistanceFrom20KmToInfinity);

                //alternative.AddUtilityTerm(266, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom0To1Km);
                alternative.AddUtilityTerm(266, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom0To2Km);                 //GV: added July 7th
                //alternative.AddUtilityTerm(267, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom1To2Km);
                alternative.AddUtilityTerm(268, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom2To5Km);
                alternative.AddUtilityTerm(269, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom5To10Km);
                alternative.AddUtilityTerm(270, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom10To20Km);
                alternative.AddUtilityTerm(271, secondaryFlag * otherPatternFlag * piecewiseDistanceFrom20KmToInfinity);

                //alternative.AddUtilityTerm(268, (!_tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
                //alternative.AddUtilityTerm(269, household.Has0To15KIncome.ToFlag() * distanceFromOriginLog);
                //alternative.AddUtilityTerm(270, household.HasMissingIncome.ToFlag() * distanceFromOriginLog);
                //alternative.AddUtilityTerm(271, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);
                //alternative.AddUtilityTerm(272, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
                //alternative.AddUtilityTerm(273, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog);
                //alternative.AddUtilityTerm(274, person.IsChildUnder5.ToFlag() * distanceFromOriginLog);

                alternative.AddUtilityTerm(272, (!tour.IsHomeBasedTour).ToFlag() * distanceFromOriginLog);
                alternative.AddUtilityTerm(273, (household.Income >= 300000 && household.Income < 600000).ToFlag() * distanceFromOriginLog);
                alternative.AddUtilityTerm(274, (household.Income >= 600000 && household.Income < 900000).ToFlag() * distanceFromOriginLog);
                alternative.AddUtilityTerm(275, (household.Income >= 900000).ToFlag() * distanceFromOriginLog);

                //alternative.AddUtilityTerm(276, person.IsChildUnder5.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
                //alternative.AddUtilityTerm(277, person.IsChildAge5Through15.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
                //alternative.AddUtilityTerm(278, person.IsChildUnder16.ToFlag() * distanceFromOriginLog); // commented out by GV, July 7th
                alternative.AddUtilityTerm(279, person.IsUniversityStudent.ToFlag() * distanceFromOriginLog);
                alternative.AddUtilityTerm(280, person.IsAdultMale.ToFlag() * distanceFromOriginLog);
                alternative.AddUtilityTerm(281, person.IsAdultFemale.ToFlag() * distanceFromOriginLog);
                alternative.AddUtilityTerm(282, person.IsRetiredAdult.ToFlag() * distanceFromOriginLog);

                //alternative.AddUtilityTerm(283, (tour.IsHomeBasedTour).ToFlag() * timePressure); //commented out by GV: 7th July 2013
                alternative.AddUtilityTerm(284, (tour.IsHomeBasedTour).ToFlag() * distanceFromSchoolLog);
                //alternative.AddUtilityTerm(14, distanceFromWorkLog);

                // GV commented out this - on TO DO list
                //alternative.AddUtilityTerm(277, (carCompetitionFlag + noCarCompetitionFlag) * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
                //alternative.AddUtilityTerm(278, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixInParcel());
                //alternative.AddUtilityTerm(279, carCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
                //alternative.AddUtilityTerm(280, noCarCompetitionFlag * destinationParcel.ParkingHourlyEmploymentCommercialMixBuffer1());
                //alternative.AddUtilityTerm(281, noCarsFlag * c34Ratio);
                //alternative.AddUtilityTerm(282, noCarCompetitionFlag * c34Ratio);
                //alternative.AddUtilityTerm(283, (carCompetitionFlag + noCarCompetitionFlag) * logOfOnePlusParkingOffStreetDailySpacesBuffer1);


                //alternative.AddUtilityTerm(285, jointTourFlag * piecewiseDistanceFrom0To1Km);
                //alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom1To2Km);
                alternative.AddUtilityTerm(286, jointTourFlag * piecewiseDistanceFrom0To2Km);
                alternative.AddUtilityTerm(287, jointTourFlag * piecewiseDistanceFrom2To5Km);
                alternative.AddUtilityTerm(288, jointTourFlag * piecewiseDistanceFrom5To10Km);
                alternative.AddUtilityTerm(289, jointTourFlag * piecewiseDistanceFrom10To20Km);
                alternative.AddUtilityTerm(290, jointTourFlag * piecewiseDistanceFrom20KmToInfinity);
                // 3. finished


                //4. new from GV: purpose utilities
                // COMPAS puposes are: Work, Education, Escort, Shopping, Leisure, Personal business, business
                // You need NO "Work" and "Education", their destinations are known in the synthetic population
                if (tour.DestinationPurpose == Global.Settings.Purposes.Business)
                {
                    //alternative.AddUtilityTerm(10, piecewiseDistanceFrom0To1Km);
                    //alternative.AddUtilityTerm(11, piecewiseDistanceFrom1To2Km);
                    //alternative.AddUtilityTerm(12, piecewiseDistanceFrom2To5Km);
                    alternative.AddUtilityTerm(12, piecewiseDistanceFrom0To5Km);
                    alternative.AddUtilityTerm(13, piecewiseDistanceFrom5To10Km);
                    alternative.AddUtilityTerm(14, piecewiseDistanceFrom10To20Km);
                    alternative.AddUtilityTerm(15, piecewiseDistanceFrom20KmToInfinity);

                    alternative.AddUtilityTerm(16, aggregateLogsumWorkBased);

                    // Neighborhood
                    //GV: commented out just temp.
                    //alternative.AddUtilityTerm(20, logOfOnePlusEducationK8Buffer2);
                    //alternative.AddUtilityTerm(21, logOfOnePlusEducationUniStuBuffer2);
                    //alternative.AddUtilityTerm(22, logOfOnePlusEmploymentEducationBuffer2);
                    alternative.AddUtilityTerm(23, logOfOnePlusEmploymentGovernmentBuffer2);
                    //alternative.AddUtilityTerm(24, logOfOnePlusEmploymentIndustrialBuffer2);
                    alternative.AddUtilityTerm(25, logOfOnePlusEmploymentOfficeBuffer2);
                    alternative.AddUtilityTerm(26, logOfOnePlusEmploymentRetailBuffer2);
                    alternative.AddUtilityTerm(27, logOfOnePlusEmploymentServiceBuffer2);
                    alternative.AddUtilityTerm(28, logOfOnePlusEmploymentAgrConstrBuffer2);
                    //alternative.AddUtilityTerm(29, logOfOnePlusEmploymentJobsBuffer2);

                    // Size terms
                    alternative.AddUtilityTerm(30, destinationParcel.EmploymentEducation);
                    alternative.AddUtilityTerm(31, destinationParcel.EmploymentGovernment);
                    alternative.AddUtilityTerm(32, destinationParcel.EmploymentIndustrial);
                    alternative.AddUtilityTerm(33, destinationParcel.EmploymentOffice);
                    alternative.AddUtilityTerm(34, destinationParcel.EmploymentRetail);
                    // GV: 35 is fixed to zero
                    alternative.AddUtilityTerm(35, destinationParcel.EmploymentService);
                    alternative.AddUtilityTerm(36, destinationParcel.EmploymentAgricultureConstruction);
                    alternative.AddUtilityTerm(37, destinationParcel.EmploymentTotal);
                    alternative.AddUtilityTerm(38, destinationParcel.Households);
                }
                else if (tour.DestinationPurpose == Global.Settings.Purposes.Escort)
                {
                    //alternative.AddUtilityTerm(50, piecewiseDistanceFrom0To1Km);
                    alternative.AddUtilityTerm(51, piecewiseDistanceFrom0To2Km);
                    //alternative.AddUtilityTerm(52, piecewiseDistanceFrom2To5Km);
                    alternative.AddUtilityTerm(52, piecewiseDistanceFrom2To5Km);
                    alternative.AddUtilityTerm(53, piecewiseDistanceFrom5To10Km);
                    //alternative.AddUtilityTerm(54, piecewiseDistanceFrom10To20Km);
                    alternative.AddUtilityTerm(55, piecewiseDistanceFrom10KmToInfinity);
                    //alternative.AddUtilityTerm(55, piecewiseDistanceFrom20KmToInfinity);

                    alternative.AddUtilityTerm(56, aggregateLogsumHomeBased);

                    // Neighborhood
                    //GV: commented out just temp.
                    alternative.AddUtilityTerm(60, householdHasNoChildren.ToFlag() * logOfOnePlusEmploymentJobsBuffer2);
                    //alternative.AddUtilityTerm(61, householdHasNoChildren.ToFlag() * logOfOnePlusHouseholdsBuffer2);
                    //alternative.AddUtilityTerm(62, householdHasChildren.ToFlag() * logOfOnePlusHouseholdsBuffer2);
                    //alternative.AddUtilityTerm(64, logOfOnePlusEmploymentJobsBuffer2);

                    // Size terms
                    // GV: no observations
                    alternative.AddUtilityTerm(70, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
                    alternative.AddUtilityTerm(71, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
                    alternative.AddUtilityTerm(72, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial);
                    alternative.AddUtilityTerm(73, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
                    alternative.AddUtilityTerm(74, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
                    // GV: 75 is fixed to zero
                    alternative.AddUtilityTerm(75, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
                    alternative.AddUtilityTerm(76, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentAgricultureConstruction);
                    alternative.AddUtilityTerm(77, (!householdHasChildren).ToFlag() * destinationParcel.EmploymentTotal);
                    alternative.AddUtilityTerm(78, (!householdHasChildren).ToFlag() * destinationParcel.Households);

                    alternative.AddUtilityTerm(80, (householdHasChildren).ToFlag() * destinationParcel.EmploymentEducation);
                    alternative.AddUtilityTerm(81, (householdHasChildren).ToFlag() * destinationParcel.EmploymentGovernment);
                    alternative.AddUtilityTerm(82, (householdHasChildren).ToFlag() * destinationParcel.EmploymentIndustrial);
                    alternative.AddUtilityTerm(83, (householdHasChildren).ToFlag() * destinationParcel.EmploymentOffice);
                    alternative.AddUtilityTerm(84, (householdHasChildren).ToFlag() * destinationParcel.EmploymentRetail);
                    // GV 85 is fixed to zero at the moment
                    alternative.AddUtilityTerm(85, (householdHasChildren).ToFlag() * destinationParcel.EmploymentService);
                    alternative.AddUtilityTerm(86, (householdHasChildren).ToFlag() * destinationParcel.EmploymentAgricultureConstruction);
                    alternative.AddUtilityTerm(87, (householdHasChildren).ToFlag() * destinationParcel.EmploymentTotal);
                    alternative.AddUtilityTerm(88, (householdHasChildren).ToFlag() * destinationParcel.Households);
                }
                else if (tour.DestinationPurpose == Global.Settings.Purposes.PersonalBusiness)
                {
                    alternative.AddUtilityTerm(90, piecewiseDistanceFrom0To2Km);
                    //alternative.AddUtilityTerm(91, piecewiseDistanceFrom1To2Km);
                    alternative.AddUtilityTerm(92, piecewiseDistanceFrom2To5Km);
                    alternative.AddUtilityTerm(93, piecewiseDistanceFrom5To10Km);
                    alternative.AddUtilityTerm(94, piecewiseDistanceFrom10To20Km);
                    alternative.AddUtilityTerm(95, piecewiseDistanceFrom20KmToInfinity);

                    alternative.AddUtilityTerm(96, aggregateLogsumHomeBased);

                    // Neighborhood
                    //GV: commented out just temp.
                    //alternative.AddUtilityTerm(100, logOfOnePlusEmploymentEducationBuffer2);
                    //alternative.AddUtilityTerm(101, logOfOnePlusEmploymentGovernmentBuffer2);
                    //alternative.AddUtilityTerm(102, logOfOnePlusEmploymentIndustrialBuffer2);
                    alternative.AddUtilityTerm(103, logOfOnePlusEmploymentOfficeBuffer2);
                    alternative.AddUtilityTerm(104, logOfOnePlusEmploymentRetailBuffer2);
                    alternative.AddUtilityTerm(105, logOfOnePlusEmploymentServiceBuffer2);
                    //alternative.AddUtilityTerm(106, logOfOnePlusEmploymentAgrConstrBuffer2);
                    //alternative.AddUtilityTerm(107, logOfOnePlusEmploymentJobsBuffer2);

                    // Size terms
                    alternative.AddUtilityTerm(110, destinationParcel.EmploymentEducation);
                    alternative.AddUtilityTerm(111, destinationParcel.EmploymentGovernment);
                    alternative.AddUtilityTerm(112, destinationParcel.EmploymentIndustrial);
                    alternative.AddUtilityTerm(113, destinationParcel.EmploymentOffice);
                    alternative.AddUtilityTerm(114, destinationParcel.EmploymentRetail);
                    // GV 115 is fixed to zero
                    alternative.AddUtilityTerm(115, destinationParcel.EmploymentService);
                    alternative.AddUtilityTerm(116, destinationParcel.EmploymentAgricultureConstruction);
                    alternative.AddUtilityTerm(117, destinationParcel.EmploymentTotal);
                    alternative.AddUtilityTerm(118, destinationParcel.Households);
                }
                else if (tour.DestinationPurpose == Global.Settings.Purposes.Shopping)
                {
                    //alternative.AddUtilityTerm(120, piecewiseDistanceFrom0To1Km);
                    alternative.AddUtilityTerm(121, piecewiseDistanceFrom0To2Km);
                    alternative.AddUtilityTerm(122, piecewiseDistanceFrom2To5Km);
                    alternative.AddUtilityTerm(123, piecewiseDistanceFrom5To10Km);
                    alternative.AddUtilityTerm(124, piecewiseDistanceFrom10To20Km);
                    alternative.AddUtilityTerm(125, piecewiseDistanceFrom20KmToInfinity);

                    alternative.AddUtilityTerm(126, aggregateLogsumHomeBased);

                    // Neighborhood
                    //GV: commented out just temp.
                    //alternative.AddUtilityTerm(130, logOfOnePlusEmploymentEducationBuffer2);
                    alternative.AddUtilityTerm(131, logOfOnePlusEmploymentRetailBuffer2);
                    //alternative.AddUtilityTerm(132, logOfOnePlusEmploymentJobsBuffer2);

                    // Size terms
                    alternative.AddUtilityTerm(140, destinationParcel.EmploymentOffice);
                    alternative.AddUtilityTerm(141, destinationParcel.EmploymentRetail);
                    // GV 142 is fixed to zero
                    alternative.AddUtilityTerm(142, destinationParcel.EmploymentService);
                    alternative.AddUtilityTerm(143, destinationParcel.EmploymentTotal);
                }
                else if (tour.DestinationPurpose == Global.Settings.Purposes.Social)
                {
                    //alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To1Km);
                    //alternative.AddUtilityTerm(171, piecewiseDistanceFrom1To2Km);
                    alternative.AddUtilityTerm(170, piecewiseDistanceFrom0To2Km);
                    alternative.AddUtilityTerm(172, piecewiseDistanceFrom2To5Km);
                    alternative.AddUtilityTerm(173, piecewiseDistanceFrom5To10Km);
                    alternative.AddUtilityTerm(174, piecewiseDistanceFrom10To20Km);
                    alternative.AddUtilityTerm(175, piecewiseDistanceFrom20KmToInfinity);

                    alternative.AddUtilityTerm(176, aggregateLogsumHomeBased);

                    // Neighborhood
                    //GV: commented out just temp.
                    //alternative.AddUtilityTerm(180, logOfOnePlusEmploymentOfficeBuffer2);
                    alternative.AddUtilityTerm(181, logOfOnePlusEmploymentRetailBuffer2);
                    alternative.AddUtilityTerm(182, logOfOnePlusEmploymentServiceBuffer2);
                    //alternative.AddUtilityTerm(183, logOfOnePlusEmploymentJobsBuffer2);

                    // Size terms
                    alternative.AddUtilityTerm(190, destinationParcel.EmploymentEducation);
                    alternative.AddUtilityTerm(191, destinationParcel.EmploymentGovernment);
                    alternative.AddUtilityTerm(192, destinationParcel.EmploymentIndustrial);
                    alternative.AddUtilityTerm(193, destinationParcel.EmploymentOffice);
                    alternative.AddUtilityTerm(194, destinationParcel.EmploymentRetail);
                    // GV 195 is fixed to zero
                    alternative.AddUtilityTerm(195, destinationParcel.EmploymentService);
                    alternative.AddUtilityTerm(196, destinationParcel.EmploymentAgricultureConstruction);
                    alternative.AddUtilityTerm(197, destinationParcel.EmploymentTotal);
                    alternative.AddUtilityTerm(198, destinationParcel.Households);
                }
            }
        }