Example #1
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int nCallsForTour, int choice = Constants.DEFAULT_VALUE)
        {
            IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();

            Framework.DomainModels.Wrappers.IHouseholdWrapper household       = householdDay.Household;
            Framework.DomainModels.Wrappers.IParcelWrapper    residenceParcel = household.ResidenceParcel;

            int carOwnership =
                household.VehiclesAvailable == 0
                                 ? Global.Settings.CarOwnerships.NoCars
                                 : household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
                                      ? Global.Settings.CarOwnerships.LtOneCarPerAdult
                                      : Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;

            int noCarsFlag         = FlagUtility.GetNoCarsFlag(carOwnership);
            int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);

            int    votALSegment                    = household.GetVotALSegment();
            int    transitAccessSegment            = household.ResidenceParcel.TransitAccessSegment();
            double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                                     [Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
            double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                             [Global.Settings.Purposes.Shopping][carOwnership][votALSegment][transitAccessSegment];
            double mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                         [Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
            double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                           [Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
            double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                          [Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
            // var recreationAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
            // [Global.Settings.Purposes.Recreation][carOwnership][votALSegment][transitAccessSegment];
            //  var medicalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
            //  [Global.Settings.Purposes.Medical][carOwnership][votALSegment][transitAccessSegment];

            int countNonMandatory  = 0;
            int countMandatory     = 0;
            int countWorkingAtHome = 0;
            int countAge5to8       = 0;
            int countAge9to12      = 0;
            int countAge13to15     = 0;
            int countAdultFemale   = 0;
            int countAdultMale     = 0;

            int youngestAge = 150;
            int oldestAge   = 0;

            int mandatoryHTours = 0;
            int mandatoryHStops = 0;

            int[] mandPerstype    = new int[8];
            int[] nonMandPerstype = new int[8];
            int[] atHomePersType  = new int[8];

            List <KeyValuePair <int, double> > hhSchools = new List <KeyValuePair <int, double> >();
            List <KeyValuePair <int, double> > hhJobs    = new List <KeyValuePair <int, double> >();


            int count = 0;

            foreach (PersonDayWrapper personDay in orderedPersonDays)
            {
                Framework.DomainModels.Wrappers.IPersonWrapper person = personDay.Person;
                count++;
                if (count > 8)
                {
                    break;
                }
                if (personDay.Person.Age >= 5 && personDay.Person.Age <= 8)
                {
                    countAge5to8++;
                }

                if (personDay.Person.Age >= 9 && personDay.Person.Age <= 12)
                {
                    countAge9to12++;
                }

                if (personDay.Person.Age >= 13 && personDay.Person.Age <= 15)
                {
                    countAge13to15++;
                }

                if (personDay.Person.IsAdultFemale)
                {
                    countAdultFemale++;
                }
                else if (personDay.Person.IsAdultMale)
                {
                    countAdultMale++;
                }

                if (personDay.Person.Age < youngestAge)
                {
                    youngestAge = personDay.Person.Age;
                }

                if (personDay.Person.Age > oldestAge)
                {
                    oldestAge = personDay.Person.Age;
                }

                mandatoryHTours = mandatoryHTours + personDay.WorkTours + personDay.SchoolTours;
                mandatoryHStops = mandatoryHStops + (personDay.WorkStops > 0).ToFlag() + (personDay.SchoolTours > 0).ToFlag();

                if (personDay.WorksAtHomeFlag == 1)
                {
                    countWorkingAtHome++;
                }
                if (personDay.PatternType == 1)
                {
                    countMandatory++;
                    mandPerstype[personDay.Person.PersonType - 1]++;
                }
                if (personDay.PatternType == 2)
                {
                    countNonMandatory++;
                    nonMandPerstype[personDay.Person.PersonType - 1]++;
                }
                if (personDay.PatternType == 3)
                {
                    atHomePersType[personDay.Person.PersonType - 1]++;
                }
            }


            youngestAge = youngestAge == 150 ? 0 : youngestAge;

            // NONE_OR_HOME

            ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);

            alternative.Choice = Global.Settings.Purposes.NoneOrHome;

            //alternative.AddUtilityTerm(1, (nCallsForTour == 1).ToFlag());
            alternative.AddUtilityTerm(2, (nCallsForTour == 2).ToFlag());
            alternative.AddUtilityTerm(3, (nCallsForTour >= 3).ToFlag());
            alternative.AddUtilityTerm(12, atHomePersType[4]);
            // alternative.AddUtilityTerm(15, Math.Log(1+aveWorkTime));
            //  alternative.AddUtilityTerm(16, Math.Log(1+aveSchoolTime));

            // WORK
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work);
            alternative.Choice = Global.Settings.Purposes.Work;
            alternative.AddUtilityTerm(202, 1);


            //  SCHOOL
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
            alternative.Choice = Global.Settings.Purposes.School;
            alternative.AddUtilityTerm(203, 1);


            // ESCORT
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, true, choice == Global.Settings.Purposes.Escort);
            alternative.Choice = Global.Settings.Purposes.Escort;

            alternative.AddUtilityTerm(151, 1);
            alternative.AddUtilityTerm(152, nonMandPerstype[0]);
            alternative.AddUtilityTerm(153, nonMandPerstype[1]);
            alternative.AddUtilityTerm(154, nonMandPerstype[2]);
            alternative.AddUtilityTerm(155, nonMandPerstype[3]);
            alternative.AddUtilityTerm(156, nonMandPerstype[4]);
            alternative.AddUtilityTerm(157, nonMandPerstype[5]);
            alternative.AddUtilityTerm(158, nonMandPerstype[6]);
            alternative.AddUtilityTerm(159, nonMandPerstype[7]);
            alternative.AddUtilityTerm(160, countMandatory);
            alternative.AddUtilityTerm(162, countWorkingAtHome);
            alternative.AddUtilityTerm(165, countAdultFemale);
            alternative.AddUtilityTerm(166, countAdultMale);
            alternative.AddUtilityTerm(167, countAge5to8);
            alternative.AddUtilityTerm(168, countAge9to12);
            alternative.AddUtilityTerm(169, countAge13to15);
            alternative.AddUtilityTerm(170, Math.Log(1 + youngestAge));
            alternative.AddUtilityTerm(173, Math.Log(1 + household.ResidenceParcel.HouseholdsBuffer2));


            // PERSONAL_BUSINESS
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, true, choice == Global.Settings.Purposes.PersonalBusiness);
            alternative.Choice = Global.Settings.Purposes.PersonalBusiness;

            alternative.AddUtilityTerm(21, 1);
            alternative.AddUtilityTerm(22, nonMandPerstype[0]);
            alternative.AddUtilityTerm(23, nonMandPerstype[1]);
            alternative.AddUtilityTerm(24, nonMandPerstype[2]);
            alternative.AddUtilityTerm(25, nonMandPerstype[3]);
            alternative.AddUtilityTerm(26, nonMandPerstype[4]);
            alternative.AddUtilityTerm(27, nonMandPerstype[5]);
            alternative.AddUtilityTerm(28, nonMandPerstype[6]);
            alternative.AddUtilityTerm(29, nonMandPerstype[7]);
            alternative.AddUtilityTerm(30, countMandatory);
            alternative.AddUtilityTerm(37, Math.Log(1 + oldestAge));


            // SHOPPING
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, true, choice == Global.Settings.Purposes.Shopping);
            alternative.Choice = Global.Settings.Purposes.Shopping;

            alternative.AddUtilityTerm(41, 1);
            alternative.AddUtilityTerm(42, nonMandPerstype[0]);
            alternative.AddUtilityTerm(43, nonMandPerstype[1]);
            alternative.AddUtilityTerm(44, nonMandPerstype[2]);
            alternative.AddUtilityTerm(45, nonMandPerstype[3]);
            alternative.AddUtilityTerm(46, nonMandPerstype[4]);
            alternative.AddUtilityTerm(47, nonMandPerstype[5]);
            alternative.AddUtilityTerm(48, nonMandPerstype[6]);
            alternative.AddUtilityTerm(49, nonMandPerstype[7]);
            alternative.AddUtilityTerm(50, countMandatory);
            alternative.AddUtilityTerm(51, shoppingAggregateLogsum);
            alternative.AddUtilityTerm(52, householdDay.Household.Has0To25KIncome.ToFlag());
            alternative.AddUtilityTerm(58, Math.Log(1 + youngestAge));
            alternative.AddUtilityTerm(59, Math.Log(1 + oldestAge));


            // MEAL
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, true, choice == Global.Settings.Purposes.Meal);
            alternative.Choice = Global.Settings.Purposes.Meal;

            alternative.AddUtilityTerm(61, 1);

            alternative.AddUtilityTerm(62, nonMandPerstype[0]);
            alternative.AddUtilityTerm(63, nonMandPerstype[1]);
            alternative.AddUtilityTerm(64, nonMandPerstype[2]);
            alternative.AddUtilityTerm(65, nonMandPerstype[3]);
            alternative.AddUtilityTerm(66, nonMandPerstype[4]);
            alternative.AddUtilityTerm(67, nonMandPerstype[5]);
            alternative.AddUtilityTerm(68, nonMandPerstype[6]);
            alternative.AddUtilityTerm(69, nonMandPerstype[7]);
            alternative.AddUtilityTerm(70, countMandatory);
            alternative.AddUtilityTerm(71, mealAggregateLogsum);
            alternative.AddUtilityTerm(78, Math.Log(1 + youngestAge));
            alternative.AddUtilityTerm(79, Math.Log(1 + oldestAge));
            alternative.AddUtilityTerm(80, Math.Log(1 + household.ResidenceParcel.HouseholdsBuffer2));


            // SOCIAL
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, true, choice == Global.Settings.Purposes.Social);
            alternative.Choice = Global.Settings.Purposes.Social;

            alternative.AddUtilityTerm(81, 1);
            alternative.AddUtilityTerm(82, nonMandPerstype[0]);
            alternative.AddUtilityTerm(83, nonMandPerstype[1]);
            alternative.AddUtilityTerm(84, nonMandPerstype[2]);
            alternative.AddUtilityTerm(85, nonMandPerstype[3]);
            alternative.AddUtilityTerm(86, nonMandPerstype[4]);
            alternative.AddUtilityTerm(87, nonMandPerstype[5]);
            alternative.AddUtilityTerm(88, nonMandPerstype[6]);
            alternative.AddUtilityTerm(89, nonMandPerstype[7]);
            alternative.AddUtilityTerm(90, countMandatory);
            alternative.AddUtilityTerm(91, socialAggregateLogsum);
            alternative.AddUtilityTerm(93, Math.Log(1 + householdDay.Household.ResidenceParcel.HouseholdsBuffer1));
            alternative.AddUtilityTerm(96, countAge5to8);
            alternative.AddUtilityTerm(97, countAge9to12);
            alternative.AddUtilityTerm(98, countAge13to15);
            alternative.AddUtilityTerm(100, Math.Log(1 + oldestAge));

            // RECREATION
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, true, choice == Global.Settings.Purposes.Recreation);
            alternative.Choice = Global.Settings.Purposes.Recreation;

            alternative.AddUtilityTerm(101, 1);

            alternative.AddUtilityTerm(102, nonMandPerstype[0]);
            alternative.AddUtilityTerm(103, nonMandPerstype[1]);
            alternative.AddUtilityTerm(104, nonMandPerstype[2]);
            alternative.AddUtilityTerm(105, nonMandPerstype[3]);
            alternative.AddUtilityTerm(106, nonMandPerstype[4]);
            alternative.AddUtilityTerm(107, nonMandPerstype[5]);
            alternative.AddUtilityTerm(108, nonMandPerstype[6]);
            alternative.AddUtilityTerm(109, nonMandPerstype[7]);
            alternative.AddUtilityTerm(110, countMandatory);
            alternative.AddUtilityTerm(111, totalAggregateLogsum);
            alternative.AddUtilityTerm(112, Math.Log(1 + householdDay.Household.ResidenceParcel.OpenSpaceType1Buffer1));
            alternative.AddUtilityTerm(113, countAdultFemale);
            alternative.AddUtilityTerm(114, countAdultMale);
            alternative.AddUtilityTerm(115, countAge5to8);
            alternative.AddUtilityTerm(116, countAge9to12);
            alternative.AddUtilityTerm(117, countAge13to15);
            alternative.AddUtilityTerm(118, Math.Log(1 + youngestAge));



            // MEDICAL
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, true, choice == Global.Settings.Purposes.Medical);
            alternative.Choice = Global.Settings.Purposes.Medical;

            alternative.AddUtilityTerm(121, 1);

            alternative.AddUtilityTerm(122, nonMandPerstype[0]);
            alternative.AddUtilityTerm(123, nonMandPerstype[1]);
            alternative.AddUtilityTerm(124, nonMandPerstype[2]);
            alternative.AddUtilityTerm(125, nonMandPerstype[3]);
            alternative.AddUtilityTerm(126, nonMandPerstype[4]);
            alternative.AddUtilityTerm(127, nonMandPerstype[5]);
            alternative.AddUtilityTerm(128, nonMandPerstype[6]);
            alternative.AddUtilityTerm(129, nonMandPerstype[7]);
            alternative.AddUtilityTerm(130, countMandatory);
            alternative.AddUtilityTerm(131, totalAggregateLogsum);
        }
Example #2
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, HouseholdDayWrapper householdDay, int nCallsForTour, bool[] available, int choice = Constants.DEFAULT_VALUE)
        {
            if (available[4])
            {
            }



            Framework.DomainModels.Wrappers.IHouseholdWrapper household = householdDay.Household;

            IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointHalfTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();

            int carOwnership =
                household.VehiclesAvailable == 0
                            ? Global.Settings.CarOwnerships.NoCars
                            : household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
                                ? Global.Settings.CarOwnerships.LtOneCarPerAdult
                                : Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;

            int noCarsFlag         = FlagUtility.GetNoCarsFlag(carOwnership);
            int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);
            int carsGrAdults       = household.VehiclesAvailable > household.HouseholdTotals.DrivingAgeMembers ? 1 : 0;

            int    votALSegment         = household.GetVotALSegment();
            int    transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
            double totAggregateLogsum   = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                          [Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];

            int countWorkingAtHome   = 0;
            int transitPassOwnership = 0;
            int oldestChild          = 0;
            int payParkWork          = 0;
            int numSchoolMatch       = 0;


            int count = 0;
            List <KeyValuePair <int, double> > hhSchools = new List <KeyValuePair <int, double> >();
            List <KeyValuePair <int, double> > hhJobs    = new List <KeyValuePair <int, double> >();


            foreach (PersonDayWrapper personDay in orderedPersonDays)
            {
                Framework.DomainModels.Wrappers.IPersonWrapper person = personDay.Person;
                count++;
                if (count > 8)
                {
                    break;
                }
                if (person.UsualSchoolParcelId > 0)
                {
                    hhSchools.Add(new KeyValuePair <int, double>(person.UsualSchoolParcelId, person.AutoTimeToUsualSchool));
                }

                if (person.UsualWorkParcelId > 0)
                {
                    hhJobs.Add(new KeyValuePair <int, double>(person.UsualWorkParcelId, person.AutoTimeToUsualWork));
                }

                if (personDay.WorksAtHomeFlag == 1)
                {
                    countWorkingAtHome++;
                }
                if (person.TransitPassOwnership == 1)
                {
                    transitPassOwnership++;
                }

                if (person.TransitPassOwnership == 1)
                {
                    payParkWork++;
                }
            }



            int countMandatoryAdults = (from personDayHH in orderedPersonDays
                                        where personDayHH.PatternType == 1 && personDayHH.Person.IsAdult
                                        select personDayHH.PatternType).Count();
            int countMandatoryChildren = (from personDayHH in orderedPersonDays
                                          where personDayHH.PatternType == 1 && personDayHH.Person.IsChildUnder16
                                          select personDayHH.PatternType).Count();
            int countNonMandatoryAdults = (from personDayHH in orderedPersonDays
                                           where personDayHH.PatternType == 2 && personDayHH.Person.IsAdult
                                           select personDayHH.PatternType).Count();
            int countKidsAtHome = (from personDayHH in orderedPersonDays
                                   where personDayHH.PatternType == 3 && personDayHH.Person.Age < 12
                                   select personDayHH.PatternType).Count();

            int youngestAge = (from person in household.Persons
                               select person.Age).Min();


            if (youngestAge <= 18)
            {
                oldestChild = (from person in household.Persons
                               where person.Age <= 18
                               select person.Age).Max();
            }


            if (hhSchools.Count > 1)
            {
                //number of schools - number of unique schools gives matches
                numSchoolMatch = hhSchools.Count - (from schoolm in hhSchools
                                                    select schoolm).Distinct().Count();
            }

            double lnYoungestAge = Math.Log(1 + youngestAge);
            double lnOldestChild = Math.Log(1 + oldestChild);
            int    noStudents    = household.HouseholdTotals.AllStudents == 0 ? 1 : 0;
            int    noWorkers     = household.HouseholdTotals.AllWorkers == 0 ? 1 : 0;

            // NONE_OR_HOME
            ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, available[0], choice == Global.Settings.Purposes.NoneOrHome);

            alternative.Choice = Global.Settings.Purposes.NoneOrHome;
            alternative.AddUtilityTerm(1, (nCallsForTour == 2).ToFlag());
            alternative.AddUtilityTerm(2, (nCallsForTour == 3).ToFlag());
            alternative.AddUtilityTerm(3, (nCallsForTour >= 4).ToFlag());
            alternative.AddUtilityTerm(4, noCarsFlag);
            alternative.AddUtilityTerm(5, carsGrAdults);
            alternative.AddUtilityTerm(6, (countKidsAtHome > 0).ToFlag());
            alternative.AddUtilityTerm(7, noStudents);
            alternative.AddUtilityTerm(8, noWorkers);


            // FULL PAIRED
            // base is two person- two worker household
            alternative        = choiceProbabilityCalculator.GetAlternative(1, available[1], choice == 1);
            alternative.Choice = 1;
            alternative.AddUtilityTerm(11, 1);
            alternative.AddUtilityTerm(20, (countMandatoryAdults > 2).ToFlag());
            alternative.AddUtilityTerm(13, (household.Has0To25KIncome).ToFlag());
            alternative.AddUtilityTerm(12, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(14, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(15, (countMandatoryChildren >= 3).ToFlag());
            alternative.AddUtilityTerm(16, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 0).ToFlag());
            alternative.AddUtilityTerm(17, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(18, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(19, numSchoolMatch);
            alternative.AddUtilityTerm(21, lnYoungestAge);
            alternative.AddUtilityTerm(22, (household.HouseholdTotals.DrivingAgeStudents > 0).ToFlag());


            // FULL HalfTour 1
            alternative        = choiceProbabilityCalculator.GetAlternative(2, available[2], choice == 2);
            alternative.Choice = 2;
            alternative.AddUtilityTerm(31, 1);
            alternative.AddUtilityTerm(32, (countMandatoryAdults > 2).ToFlag());
            alternative.AddUtilityTerm(39, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(40, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(41, (countMandatoryChildren >= 3).ToFlag());
            alternative.AddUtilityTerm(42, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 0).ToFlag());
            alternative.AddUtilityTerm(43, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(44, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(45, numSchoolMatch);
            alternative.AddUtilityTerm(46, (household.HouseholdTotals.DrivingAgeStudents > 0).ToFlag());
            alternative.AddUtilityTerm(47, lnOldestChild);
            alternative.AddUtilityTerm(49, totAggregateLogsum);
            alternative.AddUtilityTerm(53, (household.HouseholdTotals.ChildrenUnder5 > 1).ToFlag());
            alternative.AddUtilityTerm(54, countWorkingAtHome);



            // Full HalfTour 2
            alternative        = choiceProbabilityCalculator.GetAlternative(3, available[3], choice == 3);
            alternative.Choice = 3;
            alternative.AddUtilityTerm(51, 1);
            alternative.AddUtilityTerm(32, (countMandatoryAdults > 2).ToFlag());
            alternative.AddUtilityTerm(39, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(40, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(41, (countMandatoryChildren >= 3).ToFlag());
            alternative.AddUtilityTerm(42, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 0).ToFlag());
            alternative.AddUtilityTerm(43, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(44, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(45, numSchoolMatch);
            alternative.AddUtilityTerm(46, (household.HouseholdTotals.DrivingAgeStudents > 0).ToFlag());
            alternative.AddUtilityTerm(47, lnOldestChild);
            alternative.AddUtilityTerm(49, totAggregateLogsum);
            alternative.AddUtilityTerm(53, (household.HouseholdTotals.ChildrenUnder5 > 1).ToFlag());
            alternative.AddUtilityTerm(54, countWorkingAtHome);

            // PARTIAL PAIRED
            alternative        = choiceProbabilityCalculator.GetAlternative(4, available[4], choice == 4);
            alternative.Choice = 4;
            alternative.AddUtilityTerm(61, 1);
            alternative.AddUtilityTerm(62, (countMandatoryAdults > 2).ToFlag());
            alternative.AddUtilityTerm(69, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(70, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(72, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 0).ToFlag());
            alternative.AddUtilityTerm(73, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(74, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(75, lnYoungestAge);
            alternative.AddUtilityTerm(78, household.Has75KPlusIncome.ToFlag());
            alternative.AddUtilityTerm(86, (household.HouseholdTotals.DrivingAgeStudents > 0).ToFlag());
            alternative.AddUtilityTerm(87, (countMandatoryChildren >= 3).ToFlag());

            // PARTIAL HalfTour 1
            alternative        = choiceProbabilityCalculator.GetAlternative(5, available[5], choice == 5);
            alternative.Choice = 5;
            alternative.AddUtilityTerm(91, 1);
            alternative.AddUtilityTerm(92, (countMandatoryAdults > 2).ToFlag());
            alternative.AddUtilityTerm(98, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(99, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(102, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 0).ToFlag());
            alternative.AddUtilityTerm(103, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(104, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(105, (countMandatoryChildren >= 3).ToFlag());
            alternative.AddUtilityTerm(108, lnYoungestAge);
            alternative.AddUtilityTerm(109, lnOldestChild);
            alternative.AddUtilityTerm(114, (household.Has0To25KIncome).ToFlag());
            alternative.AddUtilityTerm(115, (household.Has100KPlusIncome).ToFlag());
            alternative.AddUtilityTerm(117, (household.HouseholdTotals.ChildrenAge5Through15 > 1).ToFlag());
            alternative.AddUtilityTerm(118, (household.HouseholdTotals.PartTimeWorkers > 0).ToFlag());

            // PARTIAL HalfTour 2
            alternative        = choiceProbabilityCalculator.GetAlternative(6, available[6], choice == 6);
            alternative.Choice = 6;
            alternative.AddUtilityTerm(101, 1);
            alternative.AddUtilityTerm(92, (countMandatoryAdults > 2).ToFlag());
            alternative.AddUtilityTerm(98, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(99, (countMandatoryAdults == household.HouseholdTotals.Adults).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(102, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 0).ToFlag());
            alternative.AddUtilityTerm(103, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 1).ToFlag());
            alternative.AddUtilityTerm(104, (countNonMandatoryAdults > 0).ToFlag() * (countMandatoryChildren == 2).ToFlag());
            alternative.AddUtilityTerm(105, (countMandatoryChildren >= 3).ToFlag());
            alternative.AddUtilityTerm(108, lnYoungestAge);
            alternative.AddUtilityTerm(109, lnOldestChild);
            alternative.AddUtilityTerm(114, (household.Has0To25KIncome).ToFlag());
            alternative.AddUtilityTerm(115, (household.Has100KPlusIncome).ToFlag());
            alternative.AddUtilityTerm(117, (household.HouseholdTotals.ChildrenAge5Through15 > 1).ToFlag());
            alternative.AddUtilityTerm(118, (household.HouseholdTotals.PartTimeWorkers > 0).ToFlag());
        }
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int choice = Constants.DEFAULT_VALUE)
        {
            Framework.DomainModels.Wrappers.IHouseholdWrapper household = personDay.Household;
            Framework.DomainModels.Wrappers.IPersonWrapper    person    = personDay.Person;

            IEnumerable <PersonDayWrapper> personTypeOrderedPersonDays = householdDay.PersonDays.OrderBy(p => p.Person.PersonType).ToList().Cast <PersonDayWrapper>();
            int mandatoryCount    = 0;
            int nonMandatoryCount = 0;
            int homeCount         = 0;
            // int mandatoryKids = 0;
            //int kidsAtHome = 0;
            //int nonMandatoryKids = 0;
            //int adultsAtHome = 0;
            double mandatoryLogsum = 0.0;

            int i = 0;

            foreach (PersonDayWrapper pDay in personTypeOrderedPersonDays)
            {
                i++;
                if (i <= 4)
                {
                    if (pDay.PatternType == Global.Settings.PatternTypes.Mandatory)
                    {
                        mandatoryCount++;
                    }
                    else if (pDay.PatternType == Global.Settings.PatternTypes.Optional)
                    {
                        nonMandatoryCount++;
                    }
                    else
                    {
                        homeCount++;
                    }
                }
            }

            /*int oldestAge = (from persons in household.Persons select persons.Age).Max();
             * int youngestAge = (from persons in household.Persons select persons.Age).Min();
             * int countTransitPassses = (from persons in household.Persons
             *                          where persons.TransitPassOwnershipFlag == 1
             *                          select persons.TransitPassOwnershipFlag).Count();*/
            Framework.DomainModels.Wrappers.IParcelWrapper residenceParcel = household.ResidenceParcel;

            int carOwnership =
                household.VehiclesAvailable == 0
                                 ? Global.Settings.CarOwnerships.NoCars
                                 : household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
                                      ? Global.Settings.CarOwnerships.LtOneCarPerAdult
                                      : Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;

            int noCarsFlag         = FlagUtility.GetNoCarsFlag(carOwnership);
            int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);

            int    votALSegment         = household.GetVotALSegment();
            int    transitAccessSegment = household.ResidenceParcel.TransitAccessSegment();
            double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                          [Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];

            double distanceToStop
                = household.ResidenceParcel.GetDistanceToTransit() > 0
                      ? Math.Min(household.ResidenceParcel.GetDistanceToTransit(), 2 * Global.Settings.DistanceUnitsPerMile)  // JLBscale
                      : 2 * Global.Settings.DistanceUnitsPerMile;

            if (person.PersonType <= Global.Settings.PersonTypes.PartTimeWorker)
            {
                if (person.UsualWorkParcelId != Constants.DEFAULT_VALUE && person.UsualWorkParcelId != Global.Settings.OutOfRegionParcelId)
                {
                    if (person.UsualDeparturePeriodFromWork != Constants.DEFAULT_VALUE && person.UsualArrivalPeriodToWork != Constants.DEFAULT_VALUE)
                    {
                        ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualWorkParcel, (int)person.UsualArrivalPeriodToWork, (int)person.UsualDeparturePeriodFromWork, person.Household.HouseholdTotals.DrivingAgeMembers);
                        mandatoryLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                    }
                    else
                    {
                        ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <WorkTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualWorkParcel, Global.Settings.Times.EightAM, Global.Settings.Times.FivePM, person.Household.HouseholdTotals.DrivingAgeMembers);
                        mandatoryLogsum = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                    }
                }
                else
                {
                    mandatoryLogsum = 0;
                }
            }
            else if (person.PersonType >= Global.Settings.PersonTypes.UniversityStudent)
            {
                if (person.UsualSchoolParcelId != 0 && person.UsualSchoolParcelId != -1 && person.UsualSchoolParcelId != Global.Settings.OutOfRegionParcelId)
                {
                    ChoiceProbabilityCalculator.Alternative schoolNestedAlternative = Global.ChoiceModelSession.Get <SchoolTourModeTimeModel>().RunNested(personDay, person.Household.ResidenceParcel, person.UsualSchoolParcel, Global.Settings.Times.EightAM, Global.Settings.Times.TwoPM, person.Household.HouseholdTotals.DrivingAgeMembers);
                    mandatoryLogsum = schoolNestedAlternative == null ? 0 : schoolNestedAlternative.ComputeLogsum();
                }
                else
                {
                    mandatoryLogsum = 0;
                }
            }

            bool mandatoryAvailableFlag = true;

            if (personDay.Person.IsNonworkingAdult || personDay.Person.IsRetiredAdult ||
                (!personDay.Person.IsWorker && !personDay.Person.IsStudent) ||
                (!Global.Configuration.IsInEstimationMode && !personDay.Person.IsWorker && personDay.Person.UsualSchoolParcel == null)
                )
            {
                mandatoryAvailableFlag = false;
            }


            // Pattern Type Mandatory on tour (at least one work or school tour)
            ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(0, mandatoryAvailableFlag, choice == 1);
            alternative.Choice = 1;

            //alternative.AddUtilityTerm(1, 1);
            //alternative.AddUtilityTerm(3, (person.IsStudent && person.IsWorker).ToFlag());
            //alternative.AddUtilityTerm(4, person.IsPartTimeWorker.ToFlag());
            alternative.AddUtilityTerm(6, (person.Age > 5).ToFlag() * (person.Age <= 18).ToFlag());
            // alternative.AddUtilityTerm(10, (mandatoryCount == 2).ToFlag());
            alternative.AddUtilityTerm(11, (mandatoryCount >= 3).ToFlag());
            alternative.AddUtilityTerm(12, mandatoryLogsum);
            //alternative.AddUtilityTerm(13, totalAggregateLogsum);
            alternative.AddUtilityTerm(15, household.Has100KPlusIncome.ToFlag());

            // PatternType NonMandatory on tour (tours, but none for work or school)
            alternative        = choiceProbabilityCalculator.GetAlternative(1, true, choice == 2);
            alternative.Choice = 2;
            alternative.AddUtilityTerm(21, 1);
            alternative.AddUtilityTerm(23, person.IsPartTimeWorker.ToFlag());
            alternative.AddUtilityTerm(24, person.IsDrivingAgeStudent.ToFlag());
            alternative.AddUtilityTerm(25, person.IsUniversityStudent.ToFlag());
            alternative.AddUtilityTerm(26, person.IsNonworkingAdult.ToFlag());
            //alternative.AddUtilityTerm(28, person.IsRetiredAdult.ToFlag());
            alternative.AddUtilityTerm(29, (nonMandatoryCount == 0).ToFlag());
            //alternative.AddUtilityTerm(30, (nonMandatoryKids==1).ToFlag());
            alternative.AddUtilityTerm(31, ((nonMandatoryCount == 2).ToFlag()));
            alternative.AddUtilityTerm(32, ((nonMandatoryCount >= 3).ToFlag()));
            alternative.AddUtilityTerm(34, totalAggregateLogsum);
            alternative.AddUtilityTerm(35, person.IsAdultFemale.ToFlag());
            //alternative.AddUtilityTerm(37, household.Has75KPlusIncome.ToFlag());

            // PatternType Home (all day)
            alternative        = choiceProbabilityCalculator.GetAlternative(2, true, choice == 3);
            alternative.Choice = 3;
            alternative.AddUtilityTerm(41, 1);
            alternative.AddUtilityTerm(42, person.IsPartTimeWorker.ToFlag());
            alternative.AddUtilityTerm(45, person.IsDrivingAgeStudent.ToFlag());
            alternative.AddUtilityTerm(48, person.IsUniversityStudent.ToFlag());
            alternative.AddUtilityTerm(52, (person.Age > 75).ToFlag());
            alternative.AddUtilityTerm(53, (homeCount == 0).ToFlag());
            alternative.AddUtilityTerm(57, (homeCount >= 2).ToFlag());
            //alternative.AddUtilityTerm(58, person.IsAdultFemale.ToFlag());
            // alternative.AddUtilityTerm(60, noCarsFlag + carCompetitionFlag);
            alternative.AddUtilityTerm(62, distanceToStop);
            //alternative.AddUtilityTerm(63, totalAggregateLogsum);
            alternative.AddUtilityTerm(64, mandatoryLogsum);
            //alternative.AddUtilityTerm(65, Math.Log(1+youngestAge));
            //alternative.AddUtilityTerm(66, Math.Log(1+oldestAge));
        }
Example #4
0
        private void RunModel(ChoiceProbabilityCalculator choiceProbabilityCalculator, PersonDayWrapper personDay, HouseholdDayWrapper householdDay, int maxPurpose, int choice = Constants.DEFAULT_VALUE)
        {
            IEnumerable <PersonDayWrapper> orderedPersonDays = householdDay.PersonDays.OrderBy(p => p.GetJointTourParticipationPriority()).ToList().Cast <PersonDayWrapper>();

            Framework.DomainModels.Wrappers.IHouseholdWrapper household       = householdDay.Household;
            Framework.DomainModels.Wrappers.IParcelWrapper    residenceParcel = household.ResidenceParcel;

            int carOwnership =
                household.VehiclesAvailable == 0
                                 ? Global.Settings.CarOwnerships.NoCars
                                 : household.VehiclesAvailable < household.HouseholdTotals.DrivingAgeMembers
                                      ? Global.Settings.CarOwnerships.LtOneCarPerAdult
                                      : Global.Settings.CarOwnerships.OneOrMoreCarsPerAdult;

            int noCarsFlag         = FlagUtility.GetNoCarsFlag(carOwnership);
            int carCompetitionFlag = FlagUtility.GetCarCompetitionFlag(carOwnership);

            int    votALSegment                    = household.GetVotALSegment();
            int    transitAccessSegment            = household.ResidenceParcel.TransitAccessSegment();
            double personalBusinessAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                                     [Global.Settings.Purposes.PersonalBusiness][carOwnership][votALSegment][transitAccessSegment];
            double shoppingAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                             [Global.Settings.Purposes.Shopping][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];
            //var mealAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
            //	 [Global.Settings.Purposes.Meal][carOwnership][votALSegment][transitAccessSegment];
            double socialAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                           [Global.Settings.Purposes.Social][carOwnership][votALSegment][transitAccessSegment];
            double totalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
                                          [Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
            // var recreationAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
            // [Global.Settings.Purposes.Recreation][carOwnership][votALSegment][transitAccessSegment];
            //  var medicalAggregateLogsum = Global.AggregateLogsums[household.ResidenceParcel.ZoneId]
            //  [Global.Settings.Purposes.Medical][carOwnership][votALSegment][transitAccessSegment];
            //var compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][carOwnership][votALSegment][transitAccessSegment];
            double compositeLogsum = Global.AggregateLogsums[household.ResidenceZoneId][Global.Settings.Purposes.HomeBasedComposite][Global.Settings.CarOwnerships.NoCars][votALSegment][transitAccessSegment];


            int countNonMandatory  = 0;
            int countMandatory     = 0;
            int countWorkingAtHome = 0;


            int[] mandPerstype    = new int[8];
            int[] nonMandPerstype = new int[8];

            double[] workLogsum   = new double[8];
            double[] schoolLogsum = new double[8];
            int      count        = 0;

            foreach (PersonDayWrapper pDay in orderedPersonDays)
            {
                Framework.DomainModels.Wrappers.IPersonWrapper person = pDay.Person;
                count++;
                if (count > 8)
                {
                    break;
                }
                if (pDay.WorksAtHomeFlag == 1)
                {
                    countWorkingAtHome++;
                }
                if (pDay.PatternType == 1)
                {
                    countMandatory++;
                    mandPerstype[pDay.Person.PersonType - 1]++;
                }
                if (pDay.PatternType == 2)
                {
                    countNonMandatory++;
                    nonMandPerstype[pDay.Person.PersonType - 1]++;
                }

                if (person.UsualWorkParcel == null || person.UsualWorkParcelId == household.ResidenceParcelId)
                {
                    workLogsum[count - 1] = 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(pDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                    //JLB 201602
                    //var nestedAlternative = Global.ChoiceModelSession.Get<WorkTourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                    ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualWorkParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.Work);

                    workLogsum[count - 1] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                }

                if (person.UsualSchoolParcel == null || person.UsualSchoolParcelId == household.ResidenceParcelId)
                {
                    schoolLogsum[count - 1] = 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(pDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                    //JLB 201602
                    //var nestedAlternative = Global.ChoiceModelSession.Get<SchoolTourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable);
                    ChoiceProbabilityCalculator.Alternative nestedAlternative = Global.ChoiceModelSession.Get <TourModeTimeModel>().RunNested(pDay, residenceParcel, person.UsualSchoolParcel, destinationArrivalTime, destinationDepartureTime, household.VehiclesAvailable, Global.Settings.Purposes.School);

                    schoolLogsum[count - 1] = nestedAlternative == null ? 0 : nestedAlternative.ComputeLogsum();
                }
            }


            // NONE_OR_HOME

            ChoiceProbabilityCalculator.Alternative alternative = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.NoneOrHome, true, choice == Global.Settings.Purposes.NoneOrHome);

            alternative.Choice = Global.Settings.Purposes.NoneOrHome;

            //alternative.AddUtilityTerm(1, (personDay.TotalCreatedTours == 1).ToFlag());
            alternative.AddUtilityTerm(2, (personDay.GetTotalCreatedTours() == 2).ToFlag());
            alternative.AddUtilityTerm(3, (personDay.GetTotalCreatedTours() >= 3).ToFlag());
            //alternative.AddUtilityTerm(4, (personDay.TotalCreatedTours >= 4).ToFlag());

            //alternative.AddUtilityTerm(5, householdDay.PrimaryPriorityTimeFlag);

            //alternative.AddUtilityTerm(6, householdDay.Household.HasChildren.ToFlag());

            alternative.AddUtilityTerm(4, householdDay.Household.HasChildrenUnder5.ToFlag());
            alternative.AddUtilityTerm(5, householdDay.Household.HasChildrenAge5Through15.ToFlag());
            //alternative.AddUtilityTerm(6, (householdDay.Household.Size == 2 && householdDay.AdultsInSharedHomeStay == 2).ToFlag());
            //alternative.AddUtilityTerm(7, (householdDay.AdultsInSharedHomeStay == 1 && householdDay.Household.HasChildrenUnder16).ToFlag());
            //alternative.AddUtilityTerm(8, (householdDay.AdultsInSharedHomeStay == 2 && householdDay.Household.HouseholdTotals.FullAndPartTimeWorkers >= 2).ToFlag());

            //alternative.AddUtilityTerm(10, (householdDay.Household.Income >= 300000 && householdDay.Household.Income < 600000).ToFlag());
            //alternative.AddUtilityTerm(11, (householdDay.Household.Income >= 600000 && householdDay.Household.Income < 900000).ToFlag());
            //alternative.AddUtilityTerm(12, (householdDay.Household.Income >= 900000).ToFlag());

            alternative.AddUtilityTerm(13, householdDay.PrimaryPriorityTimeFlag);

            alternative.AddUtilityTerm(14, personDay.Person.IsPartTimeWorker.ToFlag());
            alternative.AddUtilityTerm(15, personDay.Person.WorksAtHome.ToFlag());
            //alternative.AddUtilityTerm(16, personDay.Person.IsFulltimeWorker.ToFlag());

            //alternative.AddUtilityTerm(15, (personDay.Person.Gender == 1).ToFlag());

            //alternative.AddUtilityTerm(10, (householdDay.Household.Size == 3).ToFlag());
            //alternative.AddUtilityTerm(11, (householdDay.Household.Size == 4).ToFlag());
            //alternative.AddUtilityTerm(12, (householdDay.Household.Size >= 5).ToFlag());

            //alternative.AddNestedAlternative(11, 0, 200);


            // WORK
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Work, false, choice == Global.Settings.Purposes.Work);
            alternative.Choice = Global.Settings.Purposes.Work;
            alternative.AddUtilityTerm(202, 1);
            //alternative.AddNestedAlternative(12, 1, 200);

            //  SCHOOL
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.School, false, choice == Global.Settings.Purposes.School);
            alternative.Choice = Global.Settings.Purposes.School;
            alternative.AddUtilityTerm(203, 1);
            //alternative.AddNestedAlternative(12, 1, 200);

            // ESCORT
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Escort, maxPurpose <= Global.Settings.Purposes.Escort && personDay.CreatedEscortTours > 0, choice == Global.Settings.Purposes.Escort);
            alternative.Choice = Global.Settings.Purposes.Escort;

            alternative.AddUtilityTerm(151, 1);
            alternative.AddUtilityTerm(152, (personDay.CreatedEscortTours > 1).ToFlag());

            //alternative.AddUtilityTerm(152, householdDay.PrimaryPriorityTimeFlag);

            //alternative.AddUtilityTerm(153, (householdDay.Household.Size == 3).ToFlag());
            //alternative.AddUtilityTerm(154, (householdDay.Household.Size >= 4).ToFlag());

            //alternative.AddUtilityTerm(155, (householdDay.Household.Size > 4).ToFlag());

            alternative.AddUtilityTerm(155, compositeLogsum);

            //alternative.AddUtilityTerm(156, (householdDay.Household.VehiclesAvailable == 0).ToFlag());

            //alternative.AddNestedAlternative(12, 1, 200);


            // PERSONAL_BUSINESS
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.PersonalBusiness, maxPurpose <= Global.Settings.Purposes.PersonalBusiness && personDay.CreatedPersonalBusinessTours > 0, choice == Global.Settings.Purposes.PersonalBusiness);
            alternative.Choice = Global.Settings.Purposes.PersonalBusiness;

            alternative.AddUtilityTerm(21, 1);
            //alternative.AddUtilityTerm(22, (personDay.CreatedPersonalBusinessTours > 1).ToFlag()); //GV: 30. april 2013 - goes to infinity

            alternative.AddUtilityTerm(156, compositeLogsum);

            //alternative.AddNestedAlternative(12, 1, 200);

            // SHOPPING
            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Shopping, maxPurpose <= Global.Settings.Purposes.Shopping && personDay.CreatedShoppingTours > 0, choice == Global.Settings.Purposes.Shopping);
            alternative.Choice = Global.Settings.Purposes.Shopping;

            alternative.AddUtilityTerm(41, 1);
            //alternative.AddUtilityTerm(42, (personDay.CreatedShoppingTours > 1).ToFlag()); //GV: cannot be estimated

            //alternative.AddUtilityTerm(42, householdDay.PrimaryPriorityTimeFlag);

            //alternative.AddUtilityTerm(43, (householdDay.Household.Size == 3).ToFlag());
            //alternative.AddUtilityTerm(44, (householdDay.Household.Size == 4).ToFlag());
            //alternative.AddUtilityTerm(45, (householdDay.Household.Size > 4).ToFlag());

            //alternative.AddUtilityTerm(46, (householdDay.Household.VehiclesAvailable == 0).ToFlag());

            //alternative.AddUtilityTerm(157, compositeLogsum); //GV wrong sign
            //alternative.AddUtilityTerm(157, shoppingAggregateLogsum); //GV wrong sign

            //alternative.AddNestedAlternative(12, 1, 200);


            // MEAL

            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Meal, false, choice == Global.Settings.Purposes.Meal);
            alternative.Choice = Global.Settings.Purposes.Meal;

            alternative.AddUtilityTerm(61, 1);
            alternative.AddUtilityTerm(62, (personDay.CreatedMealTours > 1).ToFlag());

            //alternative.AddNestedAlternative(12, 1, 200);

            // SOCIAL

            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Social, maxPurpose <= Global.Settings.Purposes.Social && personDay.CreatedSocialTours > 0, choice == Global.Settings.Purposes.Social);
            alternative.Choice = Global.Settings.Purposes.Social;

            alternative.AddUtilityTerm(81, 1);
            alternative.AddUtilityTerm(82, (personDay.CreatedSocialTours > 1).ToFlag());

            //alternative.AddUtilityTerm(82, householdDay.PrimaryPriorityTimeFlag);

            //alternative.AddUtilityTerm(83, (householdDay.Household.Size == 3).ToFlag());
            //alternative.AddUtilityTerm(84, (householdDay.Household.Size == 4).ToFlag());
            //alternative.AddUtilityTerm(85, (householdDay.Household.Size > 4).ToFlag());

            alternative.AddUtilityTerm(158, compositeLogsum);

            //alternative.AddNestedAlternative(12, 1, 200);

            // RECREATION

            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Recreation, false, choice == Global.Settings.Purposes.Recreation);
            alternative.Choice = Global.Settings.Purposes.Recreation;

            alternative.AddUtilityTerm(101, 1);
            //alternative.AddUtilityTerm(102, (personDay.CreatedRecreationTours > 1).ToFlag());

            //alternative.AddNestedAlternative(12, 1, 60);

            // MEDICAL

            alternative        = choiceProbabilityCalculator.GetAlternative(Global.Settings.Purposes.Medical, false, choice == Global.Settings.Purposes.Medical);
            alternative.Choice = Global.Settings.Purposes.Medical;

            alternative.AddUtilityTerm(121, 1);
            //alternative.AddUtilityTerm(122, (personDay.CreatedMedicalTours > 1).ToFlag());

            //alternative.AddNestedAlternative(11, 1, 60);
        }