public HouseholdPersonComposite GetNextAgentCompositeHhld(DiscreteMarginalDistribution f_x,
ConditionalDistribution g_x, string dimension,
HouseholdPersonComposite prvAgent, SpatialZone currZone, int agentID)
{
KeyValPair currDimVal;
double currProb = 0.00;
double currRatio = 0.00;
int cnt = 0;
do
{
currDimVal = GenerateNextFromG_X(g_x, prvAgent, currZone, agentID);
currProb = f_x.GetValue(currDimVal.Category);
currRatio = currProb / currDimVal.Value;
if (currRatio > 1.00)
{
currRatio = 1.00;
}
if (cnt > 10000)
{
currRatio = 1;
}
cnt++;
} while (myRand.NextDouble() > currRatio);
// Create the household object based on the currDimVal.category
return (HouseholdPersonComposite)prvAgent.CreateNewCopy(
g_x.GetDimensionName(), Int16.Parse(currDimVal.Category),agentID);
}
private List<double> GetUtilityValuesForNumberOfPeople(
HouseholdPersonComposite composite)
{
Household hhld = composite.getHousehold().CreateNewCopy();
//String key = hhld.GetNewJointKey(GetDimensionName());
//string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(5);
int myNumOfCars = (int) hhld.GetNumOfCars();
int dwellType = (int) hhld.GetDwellingType();
int hhldSize = (int) hhld.GetHhldSize();
currValues.Add(1);
int h_sixteen_1Plus = Convert.ToInt32(composite.Count_16 >= 1);
int h_eighteen_1 = Convert.ToInt32(composite.Count_18 == 1);
int h_twentysix_1 = Convert.ToInt32(composite.Count_26 == 1);
int h_fiftyone_1 = Convert.ToInt32(composite.Count_51 == 1);
int h_homeFT_1Plus = Convert.ToInt32(composite.Count_full_time_home >= 1);
int h_PT_1 = Convert.ToInt32(composite.Count_part_time == 1);
int h_officeCler_1 = Convert.ToInt32(composite.Count_clerical_manufacturing == 1);
int h_manConst_1 = Convert.ToInt32(composite.Count_costruction_man == 1);
int h_profMan_1 = Convert.ToInt32(composite.Count_professional_man == 1);
int h_retail_1 = Convert.ToInt32(composite.Count_retail == 1);
currValues.Add(Math.Exp(0.0900 * 1.00 + 4.16 * h_sixteen_1Plus + 1.62 * h_eighteen_1
+ 0.745 * h_twentysix_1 + 0.185 * h_fiftyone_1 + 0.568 * h_homeFT_1Plus + 0.656 *
+ 0.500 * h_officeCler_1 + 0.879 * h_manConst_1 + 0.173 * h_profMan_1
+ 0.422 * h_retail_1));
int h_twentysix_2Plus = Convert.ToInt32(composite.Count_26 >= 2);
int h_thirtyone_1 = Convert.ToInt32(composite.Count_31 == 1);
int h_lYes_3 = Convert.ToInt32(composite.Count_driving_license_yes == 3);
currValues.Add(Math.Exp(-1.67 * 1.00 + 6.22 * h_sixteen_1Plus + 2.96 * h_eighteen_1
+ 1.55 * h_twentysix_1 + 0.939 * h_twentysix_2Plus + 1.25 * h_thirtyone_1
+ 0.513 * h_fiftyone_1 + 1.91 * h_lYes_3 + 0.721 * h_homeFT_1Plus + 0.823 * h_PT_1
+ 0.866 * h_officeCler_1 + 1.35 * h_manConst_1 + 0.540 * h_profMan_1
+ 0.793 * h_retail_1));
int h_thirtyone_2Plus = Convert.ToInt32(composite.Count_31 >= 2);
int h_female_3 = Convert.ToInt32(composite.Count_female == 3);
int h_retail_2 = Convert.ToInt32(composite.Count_retail == 2);
currValues.Add(Math.Exp(-2.40 * 1.00 + 7.44 * h_sixteen_1Plus + 3.35 * h_eighteen_1
+ 1.60 * h_twentysix_1 + 1.53 * h_twentysix_2Plus + 1.63 * h_thirtyone_1
+ 2.18 * h_thirtyone_2Plus + 0.664 * h_fiftyone_1 + 3.36 * h_female_3
+ 0.794 * h_homeFT_1Plus + 0.924 * h_PT_1 + 0.962 * h_officeCler_1 + 1.66 * h_manConst_1
+ 0.635 * h_profMan_1 + 0.859 * h_retail_1 + 1.02 * h_retail_2));
int h_oNE_4Plus = Convert.ToInt32(composite.Count_unemployed >= 4);
currValues.Add(Math.Exp(-4.56 * 1.00 + 7.71 * h_sixteen_1Plus + 3.03 * h_eighteen_1
+ 1.92 * h_twentysix_1 + 2.57 * h_twentysix_2Plus + 1.71 * h_thirtyone_1
+ 2.42 * h_thirtyone_2Plus + 0.860 * h_fiftyone_1 + 0.889 * h_lYes_3 + 3.94 * h_female_3
+ 1.18 * h_homeFT_1Plus + 1.30 * h_PT_1 + 1.26 * h_officeCler_1 + 2.01 * h_manConst_1
+ 0.691 * h_profMan_1 + 1.11 * h_retail_1 + 1.60 * h_retail_2 + 4.72 * h_oNE_4Plus));
return currValues;
}
private List<double> GetUtilityValuesForNumberOfChildren(
HouseholdPersonComposite composite)
{
Household hhld = composite.getHousehold().CreateNewCopy();
//String key = hhld.GetNewJointKey(GetDimensionName());
//string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(5);
int myNumOfCars = (int) hhld.GetNumOfCars();
int dwellType = (int) hhld.GetDwellingType();
int hhldSize = (int) hhld.GetHhldSize();
currValues.Add(1); // Math.Exp(0)
int h_eleven_1Plus = Convert.ToInt32(composite.Count_11 >= 1);
int h_fourteen_1Plus = Convert.ToInt32(composite.Count_14 >= 1);
int h_sixteen_1Plus = Convert.ToInt32(composite.Count_16 >= 1);
int h_eighteen_1 = Convert.ToInt32(composite.Count_18 == 1);
int h_eighteen_2Plus = Convert.ToInt32(composite.Count_11 >= 2);
int h_twentysix_1 = Convert.ToInt32(composite.Count_26 == 1);
int h_twentysix_2Plus = Convert.ToInt32(composite.Count_26 >= 2);
int h_thirtyone_1 = Convert.ToInt32(composite.Count_31 == 1);
int h_thirtyone_2Plus = Convert.ToInt32(composite.Count_31 >= 2);
int h_fortyone_1 = Convert.ToInt32(composite.Count_41 == 1);
int h_fortyone_2Plus = Convert.ToInt32(composite.Count_41 >= 2);
int h_fiftyfive_1 = Convert.ToInt32(composite.Count_55 == 1);
int h_fiftyfive_2Plus = Convert.ToInt32(composite.Count_55 >= 2);
int h_sixtyfivePlus_1 = Convert.ToInt32(composite.Count_65 == 1);
int h_sixtyfivePlus_2Plus = Convert.ToInt32(composite.Count_65 >= 2);
int h_lYes_1 = Convert.ToInt32(composite.Count_driving_license_yes == 1);
int h_lYes_2 = Convert.ToInt32(composite.Count_driving_license_yes == 2);
int h_lYes_3 = Convert.ToInt32(composite.Count_driving_license_yes == 3);
int h_lYes_4Plus = Convert.ToInt32(composite.Count_driving_license_yes >= 4);
int h_lNo_4Plus = Convert.ToInt32(composite.Count_driving_license_no >= 4);
int apart = Convert.ToInt32(dwellType == 1);
int oneCar = Convert.ToInt32(myNumOfCars == 1);
int twoCars = Convert.ToInt32(myNumOfCars == 2);
int h_male_1 = Convert.ToInt32(composite.Count_male == 1);
int h_male_2 = Convert.ToInt32(composite.Count_male == 2);
currValues.Add(Math.Exp(-3.30 * 1.0 + 0.555 * h_eleven_1Plus + -0.370 * h_fourteen_1Plus
+ -0.521 * h_sixteen_1Plus + -0.357 * h_eighteen_1 + -0.443 * h_eighteen_2Plus
+ 0.895 * h_twentysix_1 + 2.19 * h_twentysix_2Plus + 1.94 * h_thirtyone_1
+ 3.43 * h_thirtyone_2Plus + 1.24 * h_fortyone_1 + 2.16 * h_fortyone_2Plus
+ -0.562 * h_fiftyfive_1 + -1.40 * h_fiftyfive_2Plus + -1.01 * h_sixtyfivePlus_1
+ -1.61 * h_sixtyfivePlus_2Plus + 0.143 * h_lYes_1 + 0.472 * h_lYes_2
+ -0.221 * h_lYes_3 + -0.482 * h_lYes_4Plus + 1.30 * h_lNo_4Plus
+ -0.279 * apart + 0.110 * oneCar + 0.162 * twoCars + -0.752 * h_male_1
+ 0.438 * h_male_2));
int h_fiftyone_1 = Convert.ToInt32(composite.Count_51 == 1);
int h_fiftyone_2Plus = Convert.ToInt32(composite.Count_male >= 2);
int town = Convert.ToInt32(dwellType == 2);
int threePlusCars = Convert.ToInt32(myNumOfCars >= 3);
currValues.Add(Math.Exp(-3.48 * 1.00 + -1.12 * h_eleven_1Plus
+ -1.90 * h_fourteen_1Plus + -2.04 * h_sixteen_1Plus + -1.26 * h_eighteen_1
+ -2.04 * h_eighteen_2Plus + 0.684 * h_twentysix_1 + 1.74 * h_twentysix_2Plus
+ 2.30 * h_thirtyone_1 + 3.92 * h_thirtyone_2Plus + 1.26 * h_fortyone_1
+ 2.17 * h_fortyone_2Plus + 0.577 * h_fiftyone_1 + -1.35 * h_fiftyone_2Plus
+ -1.23 * h_fiftyfive_1 + -2.34 * h_fiftyfive_2Plus + -1.68 * h_sixtyfivePlus_1
+ -2.83 * h_sixtyfivePlus_2Plus + 0.396 * h_lYes_1 + 1.27 * h_lYes_2
+ 0.438 * h_lYes_3 + 0.426 * h_lYes_4Plus + 3.35 * h_lNo_4Plus
+ -0.697 * apart + -0.278 * town + 0.425 * oneCar + 0.638 * twoCars
+ 0.413 * threePlusCars + -2.32 * h_male_1 + -0.295 * h_male_2));
currValues.Add(Math.Exp(-4.27 * 1.00 + -2.14 * h_eleven_1Plus + -2.89 * h_fourteen_1Plus
+ -2.98 * h_sixteen_1Plus + -2.10 * h_eighteen_1 + -3.70 * h_eighteen_2Plus
+ 1.55 * h_thirtyone_1 + 2.04 * h_thirtyone_2Plus + 0.212 * h_fortyone_1
+ -1.83 * h_fiftyone_1 + -3.79 * h_fiftyone_2Plus + -2.44 * h_fiftyfive_1
+ -4.83 * h_fiftyfive_2Plus + -3.04 * h_sixtyfivePlus_1 + -5.38 * h_sixtyfivePlus_2Plus
+ 1.18 * h_lYes_1 + 3.15 * h_lYes_2 + 3.21 * h_lYes_3 + 4.07 * h_lYes_4Plus
+ 6.19 * h_lNo_4Plus + -0.861 * apart + -0.303 * town + 0.129 * twoCars
+ -3.12 * h_male_1 + -0.924 * h_male_2));
currValues.Add(Math.Exp(-6.25 * 1.00 + -0.379 * h_eleven_1Plus + -0.743 * h_fourteen_1Plus
+ -1.08 * h_sixteen_1Plus + -0.627 * h_eighteen_1 + -1.02 * h_eighteen_2Plus
+ 2.01 * h_twentysix_1 + 3.16 * h_twentysix_2Plus + 3.39 * h_thirtyone_1
+ 6.11 * h_thirtyone_2Plus + 1.98 * h_fortyone_1 + 3.33 * h_fortyone_2Plus
+ -1.09 * h_fiftyfive_1 + -2.33 * h_fiftyfive_2Plus + -1.43 * h_sixtyfivePlus_1
+ -1.50 * h_sixtyfivePlus_2Plus + -0.926 * h_lYes_1 + -1.45 * h_lYes_2
+ -2.72 * h_lYes_3 + -2.87 * h_lYes_4Plus + -0.600 * apart + 1.01 * oneCar
+ 1.27 * twoCars + 1.29 * threePlusCars + -4.02 * h_male_1 + -1.71 * h_male_2));
return currValues;
}
private List<KeyValPair> ComputeHouseholdTypeCommulative(HouseholdPersonComposite composite)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForHouseholdType(composite);
KeyValPair currPair = new KeyValPair();
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4]
+ (double)valList[5];
currPair.Category = "0";//IncomeLevel.SingleAdult.ToString();
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//IncomeLevel.OneAdultOneChild.ToString();
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2";//IncomeLevel.Twoadults.ToString();
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "3";//IncomeLevel.TwoAdultsChildren.ToString();
currPair.Value = comVal + (double)valList[3] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "4";//IncomeLevel.ThreeOrMoreAdults.ToString();
currPair.Value = comVal + (double)valList[4] / utilSum;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "5";//IncomeLevel.ThreeOrMoreAdultsChildren.ToString();
currPair.Value = comVal + (double)valList[5] / utilSum;
comList.Add(currPair);
return comList;
}
private List<KeyValPair> ComputeDwellingTypeCommulative(
HouseholdPersonComposite composite, SpatialZone curZ)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForDwellingType(composite, curZ);
KeyValPair currPair = new KeyValPair();
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2];
currPair.Category = "0";//IncomeLevel.House.ToString();
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//IncomeLevel.Apartment.ToString();
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2";//IncomeLevel.Townhouse.ToString();
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
return comList;
}
private List<KeyValPair> ComputeEducationCommulative(HouseholdPersonComposite composite,
SpatialZone curZ)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForEducation(composite, curZ);
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2];
KeyValPair currPair = new KeyValPair();
currPair.Category = "0";//NumWithUnivDeg.None.ToString();
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//NumWithUnivDeg.One.ToString();
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2";//NumWithUnivDeg.TwoOrMore.ToString();
currPair.Value = comVal + (double)valList[2] / utilSum;
comList.Add(currPair);
return comList;
}
private double ComputePublicTransitPassProbablities(string category,
HouseholdPersonComposite composite)
{
var valList = GetUtilityValuesForPublicTransitPass(composite);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4]
+ (double)valList[5]);
if (int.Parse(category) ==
(int)PublicTransitPass.None)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) ==
(int)PublicTransitPass.MetroPass)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) ==
(int)PublicTransitPass.GOTransitPass)
{
return ((double)valList[2] / logsum);
}
else if (int.Parse(category) ==
(int)PublicTransitPass.ComboOrDualPass)
{
return ((double)valList[3] / logsum);
}
else if (int.Parse(category) ==
(int)PublicTransitPass.OtherAgencyPass)
{
return ((double)valList[4] / logsum);
}
else if (int.Parse(category) ==
(int)PublicTransitPass.Unknown)
{
return ((double)valList[5] / logsum);
}
return 0.00;
}
private List<KeyValPair> ComputeCarCommulative(HouseholdPersonComposite composite,
SpatialZone curZ)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForCar(composite, curZ);
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2] + (double)valList[3];
KeyValPair currPair = new KeyValPair();
currPair.Category = "0";//No Car
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//1 Car
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2"; //2 Cars
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "3"; //3 or more Cars
currPair.Value = comVal + (double)valList[3] / utilSum;
comList.Add(currPair);
return comList;
}
private List<KeyValPair> ComputeNumberOfVehiclesCommulative(
HouseholdPersonComposite composite, SpatialZone curZ)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForNumberOfVehicles(composite, curZ);
KeyValPair currPair = new KeyValPair();
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2]
+ (double)valList[3];
currPair.Category = "0";//IncomeLevel.None.ToString();
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//IncomeLevel.One.ToString();
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2";//IncomeLevel.Two.ToString();
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "3";//IncomeLevel.Three.ToString();
currPair.Value = comVal + (double)valList[3] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
return comList;
}
private List<KeyValPair> ComputePublicTransitPassCommulative(HouseholdPersonComposite composite)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForPublicTransitPass(composite);
KeyValPair currPair = new KeyValPair();
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4]
+ (double)valList[5];
currPair.Category = "0";//IncomeLevel.None.ToString();
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//IncomeLevel.MetroPass.ToString();
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2";//IncomeLevel.GOTransitPass.ToString();
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "3";//IncomeLevel.ComboOrDualPass.ToString();
currPair.Value = comVal + (double)valList[3] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "4";//IncomeLevel.OtherAgencyPass.ToString();
currPair.Value = comVal + (double)valList[4] / utilSum;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "5";//IncomeLevel.Unknown.ToString();
currPair.Value = comVal + (double)valList[5] / utilSum;
comList.Add(currPair);
return comList;
}
private double ComputeNumberOfPeopleProbablities(string category,
HouseholdPersonComposite composite)
{
var valList = GetUtilityValuesForNumberOfPeople(composite);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4]
+ (double)valList[5]);
if (int.Parse(category) ==
(int)NumOfPeople.None)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) ==
(int)NumOfPeople.One)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) ==
(int)NumOfPeople.Two)
{
return ((double)valList[2] / logsum);
}
else if (int.Parse(category) ==
(int)NumOfPeople.Three)
{
return ((double)valList[3] / logsum);
}
else if (int.Parse(category) ==
(int)NumOfPeople.Four)
{
return ((double)valList[4] / logsum);
}
else if (int.Parse(category) ==
(int)NumOfPeople.fiveOrMore)
{
return ((double)valList[5] / logsum);
}
return 0.00;
}
// Income
private double ComputeIncomeProbablities(string category,
HouseholdPersonComposite composite,
SpatialZone curZ)
{
var valList = GetUtilityValuesForIncome(composite, curZ);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4]);
if (int.Parse(category) ==
(int) IncomeLevel.ThirtyOrLess)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) ==
(int) IncomeLevel.ThirtyToSevetyFive)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) ==
(int) IncomeLevel.SeventyFiveToOneTwentyFive)
{
return ((double)valList[2] / logsum);
}
else if (int.Parse(category) ==
(int)IncomeLevel.OneTwentyFiveToTwoHundred)
{
return ((double)valList[3] / logsum);
}
else if (int.Parse(category) ==
(int)IncomeLevel.TwohundredOrMore)
{
return ((double)valList[4] / logsum);
}
return 0.00;
}
private List<KeyValPair> ComputeIncomeCommulative(HouseholdPersonComposite composite,
SpatialZone curZ)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForIncome(composite, curZ);
KeyValPair currPair = new KeyValPair();
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4];
currPair.Category = "0";//IncomeLevel.ThirtyOrLess.ToString();
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//IncomeLevel.ThirtyToSevetyFive.ToString();
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2";//IncomeLevel.SeventyFiveToOneTwentyFive.ToString();
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add( currPair);
currPair = new KeyValPair();
currPair.Category = "3";//IncomeLevel.OneTwentyFiveToTwoHundred.ToString();
currPair.Value = comVal + (double)valList[3] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "4";//IncomeLevel.TwohundredOrMore.ToString();
currPair.Value = comVal + (double)valList[4] / utilSum;
comList.Add(currPair);
return comList;
}
private List<double> GetUtilityValuesForNumberOfVehicles(
HouseholdPersonComposite composite,SpatialZone curZ)
{
Household hhld = composite.getHousehold().CreateNewCopy();
//String key = hhld.GetNewJointKey(GetDimensionName());
//string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(4);
int myNumOfCars = (int) hhld.GetNumOfCars();
int dwellType = (int) hhld.GetDwellingType();
int hhldSize = (int) hhld.GetHhldSize();
currValues.Add(1);
int apart = Convert.ToInt32(dwellType== 1);
int town = Convert.ToInt32(dwellType == 2);
double z_oneCar = curZ.GetCarMarginal().GetValue("1");
int oneAdult = Convert.ToInt32(hhldSize == 0);
int twoAdults = Convert.ToInt32(hhldSize == 2);
int twoAdultsChildren = Convert.ToInt32(hhldSize == 3);
int twoPlusAdults = Convert.ToInt32(hhldSize == 2 || hhldSize == 4);
int h_lYes_1 = Convert.ToInt32(composite.Count_driving_license_yes == 1);
int h_lYes_2 = Convert.ToInt32(composite.Count_driving_license_yes == 2);
int h_lYes_3 = Convert.ToInt32(composite.Count_driving_license_yes == 3);
int h_lNo_1 = Convert.ToInt32(composite.Count_driving_license_no == 1);
int h_lNo_2 = Convert.ToInt32(composite.Count_driving_license_no == 2);
int h_lNo_3 = Convert.ToInt32(composite.Count_driving_license_no == 3);
int h_lNo_4Plus = Convert.ToInt32(composite.Count_driving_license_no >= 4);
int h_FT_1 = Convert.ToInt32(composite.Count_full_time == 1);
int h_FT_2 = Convert.ToInt32(composite.Count_full_time == 2);
int h_FT_3Plus = Convert.ToInt32(composite.Count_full_time >= 3);
int h_homeFT_1Plus = Convert.ToInt32(composite.Count_full_time_home >= 1);
int h_homePT_1Plus = Convert.ToInt32(composite.Count_full_time_home >= 1);
int h_eNE_1 = Convert.ToInt32(composite.Count_unemployed == 1);
int h_eNE_2 = Convert.ToInt32(composite.Count_unemployed == 2);
int h_eNE_3 = Convert.ToInt32(composite.Count_unemployed == 3);
int h_eNE_4Plus = Convert.ToInt32(composite.Count_unemployed >= 4);
int h_PT_1 = Convert.ToInt32(composite.Count_part_time == 1);
int h_officeCler_1 = Convert.ToInt32(composite.Count_clerical_manufacturing == 1);
int h_manConst_1 = Convert.ToInt32(composite.Count_costruction_man == 1);
int h_manConst_2Plus = Convert.ToInt32(composite.Count_costruction_man >= 2);
int h_profMan_1 = Convert.ToInt32(composite.Count_professional_man == 1);
int h_profMan_2Plus = Convert.ToInt32(composite.Count_professional_man >= 2);
int h_retail_1 = Convert.ToInt32(composite.Count_retail == 1);
int h_retail_2 = Convert.ToInt32(composite.Count_retail == 2);
int h_retail_3Plus = Convert.ToInt32(composite.Count_retail >= 3);
int h_zero_1 = Convert.ToInt32(composite.Count_less11 == 1);
int h_zero_2 = Convert.ToInt32(composite.Count_less11 == 2);
int h_zero_3 = Convert.ToInt32(composite.Count_less11 == 3);
int h_eleven_1Plus = Convert.ToInt32(composite.Count_11 >= 1);
int h_fourteen_1Plus = Convert.ToInt32(composite.Count_14 >= 1);
int h_sixteen_1Plus = Convert.ToInt32(composite.Count_16 >= 1);
int h_eighteen_1 = Convert.ToInt32(composite.Count_18 == 1);
int h_eighteen_2Plus = Convert.ToInt32(composite.Count_18 >= 2);
int h_twentysix_1 = Convert.ToInt32(composite.Count_26 == 1);
int h_twentysix_2Plus = Convert.ToInt32(composite.Count_26 >= 2);
int h_thirtyone_1 = Convert.ToInt32(composite.Count_31 == 1);
int h_thirtyone_2Plus = Convert.ToInt32(composite.Count_31 >= 2);
int h_fortyone_1 = Convert.ToInt32(composite.Count_41 == 1);
int h_fortyone_2Plus = Convert.ToInt32(composite.Count_41 >= 2);
int h_fiftyone_1 = Convert.ToInt32(composite.Count_51 == 1);
int h_fiftyone_2Plus = Convert.ToInt32(composite.Count_51 >= 2);
int h_fiftyfive_1 = Convert.ToInt32(composite.Count_55 == 1);
int h_fiftyfive_2Plus = Convert.ToInt32(composite.Count_55 >= 2);
int h_sixtyfivePlus_1 = Convert.ToInt32(composite.Count_65 >= 1);
int h_sixtyfivePlus_2Plus = Convert.ToInt32(composite.Count_65 >= 2);
int h_male_1 = Convert.ToInt32(composite.Count_male == 1);
int h_male_3 = Convert.ToInt32(composite.Count_male == 3);
int h_female_2 = Convert.ToInt32(composite.Count_female == 2);
currValues.Add(Math.Exp(2.48 * 1.00 + -1.19 * apart + -0.185 * town
+ -2.28 * z_oneCar + -4.09 * oneAdult + -4.25 * twoAdults + 0.197 * twoAdultsChildren
+ -4.08 * twoPlusAdults + 3.25 * h_lYes_1 + 3.00 * h_lYes_2 + 2.27 * h_lYes_3
+ -1.40 * h_lNo_1 + -2.88 * h_lNo_2 + -3.97 * h_lNo_3 + -5.66 * h_lNo_4Plus
+ 0.583 * h_FT_1 + 0.985 * h_FT_2 + 1.17 * h_FT_3Plus + 0.571 * h_homeFT_1Plus
+ 0.257 * h_homePT_1Plus + 0.468 * h_eNE_1 + 1.03 * h_eNE_2 + 1.40 * h_eNE_3
+ 1.81 * h_eNE_4Plus + 0.125 * h_PT_1 + 0.251 * h_officeCler_1 + 0.655 * h_manConst_1
+ 0.891 * h_manConst_2Plus + 0.440 * h_profMan_1 + 0.400 * h_profMan_2Plus
+ 0.368 * h_retail_1 + 0.560 * h_retail_2 + 1.28 * h_retail_3Plus
+ -3.05 * h_zero_1 + -1.84 * h_zero_2 + -1.07 * h_zero_3 + 1.16 * h_eleven_1Plus
+ 1.21 * h_fourteen_1Plus + 1.09 * h_sixteen_1Plus + 0.505 * h_eighteen_1
+ 0.973 * h_eighteen_2Plus + 0.328 * h_twentysix_1 + 0.915 * h_twentysix_2Plus
+ 0.564 * h_thirtyone_1 + 1.16 * h_thirtyone_2Plus
+ 0.664 * h_fortyone_1 + 1.46 * h_fortyone_2Plus + 0.754 * h_fiftyone_1
+ 1.66 * h_fiftyone_2Plus + 0.855 * h_fiftyfive_1 + 2.11 * h_fiftyfive_2Plus
+ 1.25 * h_sixtyfivePlus_1 + 2.63 * h_sixtyfivePlus_2Plus + 0.0863 * h_male_1
+ 0.200 * h_male_3 + -0.127 * h_female_2));
double z_twoCars = curZ.GetCarMarginal().GetValue("2");
int oneAdultChildren = Convert.ToInt32(hhldSize == 3);
int h_male_2 = Convert.ToInt32(composite.Count_male == 2);
int h_male_4Plus = Convert.ToInt32(composite.Count_male >= 4);
int h_female_3 = Convert.ToInt32(composite.Count_female == 3);
int h_female_4Plus = Convert.ToInt32(composite.Count_female >= 4);
currValues.Add(Math.Exp(-0.577 * 1.00 + -2.39 * apart + -0.858 * town + 5.45 * z_twoCars
+ -5.05 * oneAdult + 0.460 * oneAdultChildren + -5.13 * twoAdults + 0.308 * twoAdultsChildren
+ -4.94 * twoPlusAdults + 1.28 * h_lYes_1 + 3.11 * h_lYes_2 + 2.49 * h_lYes_3
+ -2.06 * h_lNo_1 + -4.02 * h_lNo_2 + -5.62 * h_lNo_3 + -7.96 * h_lNo_4Plus
+ 1.09 * h_FT_1 + 1.91 * h_FT_2 + 1.93 * h_FT_3Plus + 0.898 * h_homeFT_1Plus
+0.501 * h_homePT_1Plus + 0.450 * h_eNE_1 + 0.891 * h_eNE_2 + 1.26 * h_eNE_3
+ 1.51 * h_eNE_4Plus + 0.268 * h_PT_1 + 0.289 * h_officeCler_1 + 0.883 * h_manConst_1
+ 0.965 * h_manConst_2Plus + 0.652 * h_profMan_1 + 0.621 * h_profMan_2Plus
+ 0.512 * h_retail_1 + 0.736 * h_retail_2 + 1.32 * h_retail_3Plus + -3.76 * h_zero_1
+ -2.26 * h_zero_2 + -1.38 * h_zero_3 + 1.45 * h_eleven_1Plus + 1.40 * h_fourteen_1Plus
+ 0.935 * h_sixteen_1Plus + 0.163 * h_eighteen_1 + 0.433 * h_eighteen_2Plus
+ 0.281 * h_twentysix_1 + 0.870 * h_twentysix_2Plus + 0.480 * h_thirtyone_1
+ 1.15 * h_thirtyone_2Plus + 0.702 * h_fortyone_1 + 1.71 * h_fortyone_2Plus
+ 0.961 * h_fiftyone_1 + 2.11 * h_fiftyone_2Plus + 1.15 * h_fiftyfive_1
+ 2.68 * h_fiftyfive_2Plus + 1.45 * h_sixtyfivePlus_1 + 2.97 * h_sixtyfivePlus_2Plus
+ 0.900 * h_male_1 + 1.21 * h_male_2 + 1.85 * h_male_3 + 2.28 * h_male_4Plus
+ 0.328 * h_female_2 + 0.817 * h_female_3 + 1.35 * h_female_4Plus));
double z_threePlusCars = curZ.GetCarMarginal().GetValue("3");
currValues.Add(Math.Exp(-1.19 * 1.00 + -3.18 * apart + -1.55 * town + 15.2 * z_threePlusCars
+ -5.01 * oneAdult + -5.35 * twoAdults + -4.90 * twoPlusAdults + 1.09 * h_lYes_2
+ 1.93 * h_lYes_3 + -2.52 * h_lNo_1 + -4.78 * h_lNo_2 + -6.69 * h_lNo_3
+ -9.39 * h_lNo_4Plus + 1.18 * h_FT_1 + 2.15 * h_FT_2 + 2.67 * h_FT_3Plus + 1.18 * h_homeFT_1Plus
+ 0.669 * h_homePT_1Plus + 0.239 * h_eNE_1 + 0.537 * h_eNE_2 + 0.877 * h_eNE_3
+ 1.10 * h_eNE_4Plus + 0.250 * h_PT_1 + 0.312 * h_officeCler_1 + 1.02 * h_manConst_1
+ 1.10 * h_manConst_2Plus + 0.790 * h_profMan_1 + 0.769 * h_profMan_2Plus
+ 0.539 * h_retail_1 + 0.786 * h_retail_2 + 1.37 * h_retail_3Plus + -3.64 * h_zero_1
+ -2.18 * h_zero_2 + -1.16 * h_zero_3 + 1.28 * h_eleven_1Plus + 1.32 * h_fourteen_1Plus
+ 0.303 * h_sixteen_1Plus + 0.343 * h_twentysix_1 + 0.841 * h_twentysix_2Plus
+ 0.572 * h_thirtyone_1 + 1.27 * h_thirtyone_2Plus + 0.857 * h_fortyone_1 + 2.16 * h_fortyone_2Plus
+ 1.31 * h_fiftyone_1 + 2.87 * h_fiftyone_2Plus + 1.46 * h_fiftyfive_1
+ 3.36 * h_fiftyfive_2Plus + 1.70 * h_sixtyfivePlus_1 + 3.34 * 2.63 + 1.46 * h_male_1
+ 2.04 * h_male_2 + 3.00 * h_male_3 + 4.02 * h_male_4Plus + 0.594 * h_female_2
+ 1.45 * h_female_3 + 2.39 * h_female_4Plus));
return currValues;
}
private List<double> GetUtilityValuesForCar(HouseholdPersonComposite composite,
SpatialZone curZ)
{
Household hhld = composite.getHousehold().CreateNewCopy();
String key = hhld.GetNewJointKey(GetDimensionName());
string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(4);
currValues.Add(1.00);
double dwellNotApartment = 0.00;
if (Int16.Parse(curKeys[5]) != 3)
{
dwellNotApartment = 0.841;
}
double incParam = 0.00;
if (Int16.Parse(curKeys[3]) == 2)
{
incParam = 0.858;
}
else if (Int16.Parse(curKeys[3]) > 2)
{
incParam = 0.978;
}
double childParam = 0.00;
if (Int16.Parse(curKeys[2]) != 0)
{
childParam = 0.457;
}
currValues.Add(Math.Exp(-2.75 + 0.504 * Int16.Parse(curKeys[4])
+ 0.00105 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 0.437 * Int16.Parse(curKeys[1])
+ 0.498 * curZ.GetPercentHhldWOneCar()
+ dwellNotApartment
+ incParam
+ childParam));
incParam = 0.00;
if (Int16.Parse(curKeys[3]) == 2)
{
incParam = 1.87;
}
else if (Int16.Parse(curKeys[3]) > 2)
{
incParam = 2.43;
}
childParam = 0.00;
if (Int16.Parse(curKeys[2]) != 0)
{
childParam = 0.800;
}
dwellNotApartment = 0.00;
if (Int16.Parse(curKeys[5]) != 3)
{
dwellNotApartment = 1.86;
}
currValues.Add(Math.Exp(-7.02 + 0.933 * Int16.Parse(curKeys[4])
+ 0.00126 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 1.24 * Int16.Parse(curKeys[1])
+ 2.13 * curZ.GetPercentHhldWTwoCar()
+ dwellNotApartment
+ incParam
+ childParam));
incParam = 0.00;
if (Int16.Parse(curKeys[3]) == 2)
{
incParam = 1.42;
}
else if (Int16.Parse(curKeys[3]) > 2)
{
incParam = 3.24;
}
dwellNotApartment = 0.00;
if (Int16.Parse(curKeys[5]) != 3)
{
dwellNotApartment = 2.66;
}
currValues.Add(Math.Exp(-10.1 + 1.07 * Int16.Parse(curKeys[4])
+ 0.00126 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 1.60 * Int16.Parse(curKeys[1])
+ 14.1 * curZ.GetPercentHhldWThreeCar()
+ dwellNotApartment
+ incParam));
return currValues;
}
private List<double> GetUtilityValuesForPublicTransitPass(
HouseholdPersonComposite composite)
{
Household hhld = composite.getHousehold().CreateNewCopy();
//String key = hhld.GetNewJointKey(GetDimensionName());
//string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(6);
int myNumOfCars = (int) hhld.GetNumOfCars();
int dwellType = (int) hhld.GetDwellingType();
int hhldSize = (int) hhld.GetHhldSize();
currValues.Add(1);
int oneCar = Convert.ToInt32(myNumOfCars == 1);
int twoCars = Convert.ToInt32(myNumOfCars == 2);
int threePlusCars = Convert.ToInt32(myNumOfCars >= 3);
int oneAdult = Convert.ToInt32(hhldSize == 3);
int oneAdultChildren = Convert.ToInt32(hhldSize == 1);
int twoAdults = Convert.ToInt32(hhldSize == 2);
int h_twentysix_2Plus = Convert.ToInt32(composite.Count_26 >= 2);
int h_thirtyone_1 = Convert.ToInt32(composite.Count_31 == 1);
int twoPlusAdults = Convert.ToInt32(hhldSize == 2 || hhldSize == 4);
int h_eleven_1Plus = Convert.ToInt32(composite.Count_11 >= 1);
int h_eighteen_2Plus = Convert.ToInt32(composite.Count_18 >= 2);
int h_fortyone_1 = Convert.ToInt32(composite.Count_41 == 1);
int h_fortyone_2Plus = Convert.ToInt32(composite.Count_41 >= 2);
int h_eighteen_1 = Convert.ToInt32(composite.Count_18 == 1);
int h_twentysix_1 = Convert.ToInt32(composite.Count_26 == 1);
int h_fiftyone_1 = Convert.ToInt32(composite.Count_51 == 1);
int h_thirtyone_2Plus = Convert.ToInt32(composite.Count_31 == 2);
int h_fiftyfive_2Plus = Convert.ToInt32(composite.Count_55 == 2);
int h_sixtyfivePlus_1 = Convert.ToInt32(composite.Count_65 == 1);
int h_male_1 = Convert.ToInt32(composite.Count_male == 1);
int h_male_2 = Convert.ToInt32(composite.Count_male == 2);
int h_female_4Plus = Convert.ToInt32(composite.Count_female >= 4);
int h_male_3 = Convert.ToInt32(composite.Count_male == 3);
int h_male_4Plus = Convert.ToInt32(composite.Count_male >= 4);
int h_female_1 = Convert.ToInt32(composite.Count_female == 1);
int h_fiftyfive_1 = Convert.ToInt32(composite.Count_55 == 1);
int h_FT_1 = Convert.ToInt32(composite.Count_full_time == 1);
int h_homeFT_1Plus = Convert.ToInt32(composite.Count_full_time >= 1);
int h_FT_2 = Convert.ToInt32(composite.Count_full_time == 2);
int h_FT_3Plus = Convert.ToInt32(composite.Count_full_time >= 3);
int h_eNE_3 = Convert.ToInt32(composite.Count_unemployed == 3);
int h_homePT_1Plus = Convert.ToInt32(composite.Count_part_time_home >= 1);
int h_eNE_1 = Convert.ToInt32(composite.Count_unemployed == 1);
int h_eNE_2 = Convert.ToInt32(composite.Count_unemployed == 2);
int h_eNE_4Plus = Convert.ToInt32(composite.Count_unemployed >= 4);
int h_officeCler_1 = Convert.ToInt32(composite.Count_clerical_manufacturing == 1);
int h_officeCler_2Plus = Convert.ToInt32(composite.Count_clerical_manufacturing >= 2);
int h_manConst_1 = Convert.ToInt32(composite.Count_costruction_man == 1);
int h_manConst_2Plus = Convert.ToInt32(composite.Count_costruction_man >= 2);
int h_profMan_1 = Convert.ToInt32(composite.Count_professional_man == 1);
int h_retail_1 = Convert.ToInt32(composite.Count_retail == 1);
int h_retail_2 = Convert.ToInt32(composite.Count_retail == 2);
int h_retail_3Plus = Convert.ToInt32(composite.Count_retail >= 3);
int h_lYes_1 = Convert.ToInt32(composite.Count_driving_license_yes == 1);
int h_lNo_2 = Convert.ToInt32(composite.Count_driving_license_no == 2);
int h_fiftyone_2Plus = Convert.ToInt32(composite.Count_51 >= 2);
int h_PT_1 = Convert.ToInt32(composite.Count_part_time == 1);
int apart = Convert.ToInt32(dwellType == 1);
int town = Convert.ToInt32(dwellType == 2);
int twoAdultsChildren = Convert.ToInt32(hhldSize == 3);
int h_zero_3 = Convert.ToInt32(composite.Count_less11 == 3);
int h_fourteen_1Plus = Convert.ToInt32(composite.Count_14 >= 1);
int h_sixteen_1Plus = Convert.ToInt32(composite.Count_16 >= 1);
int h_sixtyfivePlus_2Plus = Convert.ToInt32(composite.Count_65 >= 2);
int h_female_2 = Convert.ToInt32(composite.Count_female == 2);
int h_female_3 = Convert.ToInt32(composite.Count_female == 3);
int h_lYes_2 = Convert.ToInt32(composite.Count_driving_license_yes == 2);
currValues.Add(Math.Exp(-1.37 * 1.00 + -1.45 * apart + -0.0995 * town + 1.14 * oneCar
+ 2.18 * twoCars + 3.05 * threePlusCars + 0.214 * oneAdult + 0.160 * twoAdults + -0.125 * twoPlusAdults
+ 0.356 * h_zero_3 + 0.109 * h_eleven_1Plus + -0.267 * h_eighteen_1 + -0.566 * h_eighteen_2Plus
+ -0.517 * h_twentysix_1 + -0.500 * h_twentysix_2Plus + -0.500 * h_thirtyone_1 + -1.02 * h_thirtyone_2Plus
+ -0.747 * h_fortyone_1 + -1.41 * h_fortyone_2Plus + -0.576 * h_fiftyone_1 + -1.25 * h_fiftyone_2Plus
+ -0.816 * h_fiftyfive_1 + -1.45 * h_fiftyfive_2Plus + -0.828 * h_sixtyfivePlus_1 + -1.54 * h_sixtyfivePlus_2Plus
+ -0.0828 * h_male_2 + 0.222 * h_female_1 + 0.178 * h_female_2 + 0.229 * h_female_3 + -0.523 * h_FT_1
+ -0.854 * h_FT_2 + -1.04 * h_FT_3Plus + -0.508 * h_homeFT_1Plus + -0.699 * h_homePT_1Plus + 0.199 * h_eNE_1
+ 0.334 * h_eNE_2 + 0.230 * h_eNE_3 + -0.256 * h_PT_1 + 0.127 * h_officeCler_1 + 0.361 * h_officeCler_2Plus
+ 0.575 * h_manConst_1 + 0.565 * h_manConst_2Plus + 0.387 * h_retail_1 + 0.680 * h_retail_2 + 0.907 * h_retail_3Plus
+ -0.343 * h_lYes_1 + -0.212 * h_lYes_2 + -0.0865 * h_lNo_2));
currValues.Add(Math.Exp(-1.37 * 1.00 + -1.45 * apart + -0.0995 * town + 1.14 * oneCar + 2.18 * twoCars
+ 3.05 * threePlusCars + 0.214 * oneAdult + 0.160 * twoAdults + -0.125 * twoPlusAdults + 0.356 * h_zero_3
+ 0.109 * h_eleven_1Plus + -0.267 * h_eighteen_1 + -0.566 * h_eighteen_2Plus + -0.517 * h_twentysix_1
+ -0.500 * h_twentysix_2Plus + -0.500 * h_thirtyone_1 + -1.02 * h_thirtyone_2Plus
+ -0.747 * h_fortyone_1 + -1.41 * h_fortyone_2Plus + -0.576 * h_fiftyone_1 + -1.25 * h_fiftyone_2Plus
+ -0.816 * h_fiftyfive_1 + -1.45 * h_fiftyfive_2Plus + -0.828 * h_sixtyfivePlus_1 + -1.54 * h_sixtyfivePlus_2Plus
+ -0.0828 * h_male_2 + 0.222 * h_female_1 + 0.178 * h_female_2 + 0.229 * h_female_3 + -0.523 * h_FT_1
+ -0.854 * h_FT_2 + -1.04 * h_FT_3Plus + -0.508 * h_homeFT_1Plus + -0.699 * h_homePT_1Plus
+ 0.199 * h_eNE_1 + 0.334 * h_eNE_2 + 0.230 * h_eNE_3 + -0.256 * h_PT_1 + 0.127 * h_officeCler_1
+ 0.361 * h_officeCler_2Plus + 0.575 * h_manConst_1 + 0.565 * h_manConst_2Plus + 0.387 * h_retail_1
+ 0.680 * h_retail_2 + 0.907 * h_retail_3Plus + -0.343 * h_lYes_1 + -0.212 * h_lYes_2 + -0.0865 * h_lNo_2));
currValues.Add(Math.Exp(-1.47 * 1.00 + -0.481 * apart + 0.529 * town + 1.03 * oneCar + 1.79 * twoCars
+ 2.20 * threePlusCars + -0.241 * oneAdult + -0.252 * twoAdults + -0.106 * twoAdultsChildren
+ -0.303 * twoPlusAdults + 0.141 * h_zero_3 + 0.219 * h_eleven_1Plus + 0.202 * h_fourteen_1Plus
+ 0.146 * h_sixteen_1Plus + 0.161 * h_twentysix_2Plus + 0.0627 * h_thirtyone_1 + -0.153 * h_fortyone_1
+ -0.376 * h_fortyone_2Plus + -0.224 * h_fiftyone_1 + -0.452 * h_fiftyone_2Plus + -0.303 * h_fiftyfive_1
+ -0.497 * h_fiftyfive_2Plus + -0.221 * h_sixtyfivePlus_1 + -0.547 * h_sixtyfivePlus_2Plus + -0.0548 * h_male_2
+ 0.222 * h_female_1 + 0.179 * h_female_2 + 0.207 * h_female_3 + 0.153 * h_female_4Plus + -0.277 * h_FT_1
+ -0.508 * h_FT_2 + -0.626 * h_FT_3Plus + -0.574 * h_homeFT_1Plus + -0.627 * h_homePT_1Plus + 0.0627 * h_eNE_2
+ -0.235 * h_PT_1 + 0.151 * h_officeCler_1 + 0.338 * h_officeCler_2Plus + 0.529 * h_manConst_1
+ 0.860 * h_manConst_2Plus + -0.0583 * h_profMan_1 + 0.313 * h_retail_1 + 0.480 * h_retail_2
+ 0.629 * h_retail_3Plus + -0.326 * h_lYes_1 + -0.242 * h_lYes_2));
int h_zero_2 = Convert.ToInt32(composite.Count_less11 == 2);
int h_lNo_3 = Convert.ToInt32(composite.Count_driving_license_no == 3);
int h_lNo_4Plus = Convert.ToInt32(composite.Count_driving_license_no >= 4);
int h_lNo_1 = Convert.ToInt32(composite.Count_driving_license_no == 1);
currValues.Add(Math.Exp(-1.75 * 1.00 + -0.675 * apart + 0.807 * town + 1.44 * oneCar + 2.67 * twoCars
+ 3.50 * threePlusCars + -0.156 * twoAdults + -0.310 * twoPlusAdults + 0.228 * h_zero_2 + 0.415 * h_zero_3
+ 0.238 * h_eleven_1Plus + 0.135 * h_fourteen_1Plus + -0.483 * h_eighteen_1 + -0.770 * h_eighteen_2Plus
+ -0.544 * h_twentysix_1 + -0.704 * h_twentysix_2Plus + -0.634 * h_thirtyone_1 + -1.16 * h_thirtyone_2Plus
+ -0.774 * h_fortyone_1 + -1.45 * h_fortyone_2Plus + -0.873 * h_fiftyone_1
+ -1.51 * h_fiftyone_2Plus + -0.953 * h_fiftyfive_1 + -1.51 * h_fiftyfive_2Plus + -0.708 * h_sixtyfivePlus_1
+ -1.30 * h_sixtyfivePlus_2Plus + -0.0968 * h_male_2 + 0.348 * h_female_1 + 0.332 * h_female_2 + 0.297 * h_female_3
+ 0.438 * h_female_4Plus + -0.300 * h_FT_1 + -0.433 * h_FT_2 + -0.827 * h_FT_3Plus + -0.187 * h_homeFT_1Plus
+ -0.334 * h_homePT_1Plus + 0.0763 * h_eNE_2 + -0.135 * h_PT_1 + 0.0968 * h_manConst_1 + 0.173 * h_retail_1
+ 0.299 * h_retail_2 + 0.448 * h_retail_3Plus + -0.566 * h_lYes_1 + -0.282 * h_lYes_2
+ -0.145 * h_lNo_1 + -0.263 * h_lNo_2 + -0.469 * h_lNo_3 + -0.648 * h_lNo_4Plus));
int h_lYes_3 = Convert.ToInt32(composite.Count_driving_license_yes == 3);
currValues.Add(Math.Exp(-0.440 * 1.00 + -0.897 * apart + 0.117 * town + 0.475 * oneCar + 1.19 * twoCars
+ 1.88 * threePlusCars + 0.197 * twoAdults + -0.194 * h_eighteen_1 + -0.255 * h_eighteen_2Plus + -0.228 * h_twentysix_1
+ -0.221 * h_twentysix_2Plus + -0.383 * h_thirtyone_1 + -0.688 * h_thirtyone_2Plus + -0.675 * h_fortyone_1
+ -1.20 * h_fortyone_2Plus + -0.622 * h_fiftyone_1 + -1.24 * h_fiftyone_2Plus + -0.670 * h_fiftyfive_1
+ -1.21 * h_fiftyfive_2Plus + -0.817 * h_sixtyfivePlus_1 + -1.50 * h_sixtyfivePlus_2Plus + -0.0778 * h_male_2
+ 0.0531 * h_female_1 + -0.672 * h_FT_1 + -1.05 * h_FT_2 + -1.38 * h_FT_3Plus + -0.782 * h_homeFT_1Plus
+ -0.724 * h_homePT_1Plus + 0.0577 * h_eNE_1 + 0.137 * h_eNE_2 + -0.191 * h_PT_1 + 0.694 * h_manConst_1
+ 0.782 * h_manConst_2Plus + -0.0655 * h_profMan_1 + 0.334 * h_retail_1 + 0.530 * h_retail_2
+ 0.686 * h_retail_3Plus + -0.268 * h_lYes_1 + -0.284 * h_lYes_2 + -0.137 * h_lYes_3));
return currValues;
}
private List<double> GetUtilityValuesForDwellingType(
HouseholdPersonComposite composite, SpatialZone curZ)
{
Household hhld = composite.getHousehold().CreateNewCopy();
//String key = hhld.GetNewJointKey(GetDimensionName());
//string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(3);
int myNumOfCars = (int) hhld.GetNumOfCars();
int dwellType = (int) hhld.GetDwellingType();
int hhldSize = (int) hhld.GetHhldSize();
currValues.Add(1);
int oneCar = Convert.ToInt32(myNumOfCars == 1);
int twoCars = Convert.ToInt32(myNumOfCars == 2);
int threePlusCars = Convert.ToInt32(myNumOfCars >= 3);
int oneAdult = Convert.ToInt32(hhldSize == 3);
// doubt
double z_apart = curZ.GetDwellingMarginals().GetValue("1");
int oneAdultChildren = Convert.ToInt32(hhldSize == 1);
int twoAdults = Convert.ToInt32(hhldSize == 2);
int h_twentysix_2Plus = Convert.ToInt32(composite.Count_26 >= 2);
int h_thirtyone_1 = Convert.ToInt32(composite.Count_31 == 1);
int twoPlusAdults = Convert.ToInt32(hhldSize == 2 || hhldSize == 4);
int h_eleven_1Plus = Convert.ToInt32(composite.Count_11 >= 1);
int h_eighteen_2Plus = Convert.ToInt32(composite.Count_18 >= 2);
int h_fortyone_1 = Convert.ToInt32(composite.Count_41 == 1);
int h_fortyone_2Plus = Convert.ToInt32(composite.Count_41 >= 2);
int h_eighteen_1 = Convert.ToInt32(composite.Count_18 == 1);
int h_twentysix_1 = Convert.ToInt32(composite.Count_26 == 1);
int h_fiftyone_1 = Convert.ToInt32(composite.Count_51 == 1);
int h_thirtyone_2Plus = Convert.ToInt32(composite.Count_31 == 2);
int h_fiftyfive_2Plus = Convert.ToInt32(composite.Count_55 == 2);
int h_sixtyfivePlus_1 = Convert.ToInt32(composite.Count_65 == 1);
int h_male_1 = Convert.ToInt32(composite.Count_male == 1);
int h_male_2 = Convert.ToInt32(composite.Count_male == 2);
int h_female_4Plus = Convert.ToInt32(composite.Count_female >= 4);
int h_male_3 = Convert.ToInt32(composite.Count_male == 3);
int h_male_4Plus = Convert.ToInt32(composite.Count_male >= 4);
int h_female_1 = Convert.ToInt32(composite.Count_female == 1);
int h_fiftyfive_1 = Convert.ToInt32(composite.Count_55 == 1);
int h_FT_1 = Convert.ToInt32(composite.Count_full_time == 1);
int h_homeFT_1Plus = Convert.ToInt32(composite.Count_full_time >= 1);
int h_FT_2 = Convert.ToInt32(composite.Count_full_time == 2);
int h_FT_3Plus = Convert.ToInt32(composite.Count_full_time >= 3);
int h_eNE_3 = Convert.ToInt32(composite.Count_unemployed == 3);
int h_homePT_1Plus = Convert.ToInt32(composite.Count_part_time_home >= 1);
int h_eNE_1 = Convert.ToInt32(composite.Count_unemployed == 1);
int h_eNE_2 = Convert.ToInt32(composite.Count_unemployed == 2);
int h_eNE_4Plus = Convert.ToInt32(composite.Count_unemployed >= 4);
int h_officeCler_1 = Convert.ToInt32(composite.Count_clerical_manufacturing == 1);
int h_officeCler_2Plus = Convert.ToInt32(composite.Count_clerical_manufacturing >= 2);
int h_manConst_1 = Convert.ToInt32(composite.Count_costruction_man == 1);
int h_manConst_2Plus = Convert.ToInt32(composite.Count_costruction_man >= 2);
int h_profMan_1 = Convert.ToInt32(composite.Count_professional_man == 1);
int h_profMan_2Plus = Convert.ToInt32(composite.Count_professional_man >= 2);
int h_retail_1 = Convert.ToInt32(composite.Count_retail == 1);
int h_retail_2 = Convert.ToInt32(composite.Count_retail == 2);
int h_retail_3Plus = Convert.ToInt32(composite.Count_retail >= 3);
int h_lYes_1 = Convert.ToInt32(composite.Count_driving_license_yes == 1);
int h_lYes_3 = Convert.ToInt32(composite.Count_driving_license_yes == 3);
int h_lYes_4Plus = Convert.ToInt32(composite.Count_driving_license_yes >= 4);
int h_lNo_1 = Convert.ToInt32(composite.Count_driving_license_no == 1);
int h_lNo_2 = Convert.ToInt32(composite.Count_driving_license_no == 2);
currValues.Add(Math.Exp(0.772 * 1.00 + -1.06 * oneCar + -2.30 * twoCars + -3.18 * threePlusCars
+ 4.04 * z_apart + -0.312 * oneAdult + 0.180 * oneAdultChildren + -0.375 * twoAdults
+ -0.396 * twoPlusAdults + 0.246 * h_eleven_1Plus + 0.672 * h_eighteen_1 + 1.15 * h_eighteen_2Plus
+ 0.688 * h_twentysix_1 + 1.16 * h_twentysix_2Plus + 0.641 * h_thirtyone_1 + 0.786 * h_thirtyone_2Plus
+ 0.227 * h_fortyone_1 + 0.391 * h_fortyone_2Plus + 0.117 * h_fiftyone_1 + 0.0771 * h_fiftyfive_1
+ -0.109 * h_fiftyfive_2Plus + -0.124 * h_sixtyfivePlus_1 + -0.131 * h_male_1
+ -0.184 * h_male_2 + -0.234 * h_male_3 + -0.227 * h_male_4Plus + 0.0740 * h_female_1
+ -0.269 * h_female_4Plus + -0.212 * h_FT_1 + -0.528 * h_FT_2 + -0.717 * h_FT_3Plus
+ -0.537 * h_homeFT_1Plus + -0.330 * h_homePT_1Plus + -0.560 * h_eNE_1 + -1.21 * h_eNE_2
+ -1.43 * h_eNE_3 + -1.62 * h_eNE_4Plus + -0.541 * h_officeCler_1 + -1.03 * h_officeCler_2Plus
+ -0.293 * h_manConst_1 + -0.618 * h_manConst_2Plus + -0.746 * h_profMan_1
+ -1.60 * h_profMan_2Plus + -0.315 * h_retail_1 + -0.671 * h_retail_2 + -1.21 * h_retail_3Plus
+ 0.168 * h_lYes_1 + -0.324 * h_lYes_3 + -0.675 * h_lYes_4Plus + -0.110 * h_lNo_1
+ -0.140 * h_lNo_2));
// doubt
double z_town = curZ.GetDwellingMarginals().GetValue("2");
int h_zero_1 = Convert.ToInt32(composite.Count_less11 == 1);
int h_zero_4Plus =Convert.ToInt32(composite.Count_less11 >= 4);
int h_fiftyone_2Plus = Convert.ToInt32(composite.Count_51 >= 2);
int h_PT_1 = Convert.ToInt32(composite.Count_part_time == 1);
currValues.Add(Math.Exp(-1.33 * 1.00 + -0.351 * oneCar + -1.08 * twoCars + -1.93 * threePlusCars
+ 11.8 * z_town + -0.747 * oneAdult + 0.429 * oneAdultChildren + -0.337 * twoAdults
+ 0.172 * h_zero_1 + 0.347 * h_zero_4Plus + 0.212 * h_eleven_1Plus + 0.598 * h_eighteen_1
+ 0.960 * h_eighteen_2Plus + 0.548 * h_twentysix_1 + 1.17 * h_twentysix_2Plus
+ 0.506 * h_thirtyone_1 + 0.796 * h_thirtyone_2Plus + 0.273 * h_fortyone_1
+ 0.388 * h_fortyone_2Plus + 0.143 * h_fiftyone_1 + 0.185 * h_fiftyone_2Plus
+ 0.215 * h_fiftyfive_1 + -0.211 * h_sixtyfivePlus_1 + -0.375 * h_male_1
+ -0.359 * h_male_2 + -0.392 * h_male_3 + -0.299 * h_male_4Plus
+ -0.0706 * h_female_1 + 0.0664 * h_FT_1 + -0.161 * h_FT_3Plus + -0.274 * h_homeFT_1Plus
+ -0.484 * h_eNE_1 + -0.951 * h_eNE_2 + -1.01 * h_eNE_3 + -1.07 * h_eNE_4Plus
+ -0.100 * h_PT_1 + -0.160 * h_officeCler_1 + -0.564 * h_officeCler_2Plus
+ -0.259 * h_manConst_1 + -0.511 * h_manConst_2Plus + -0.234 * h_profMan_1
+ -0.651 * h_profMan_2Plus + -0.0924 * h_retail_1 + -0.310 * h_retail_2 + -0.625 * h_retail_3Plus
+ 0.225 * h_lYes_1 + -0.395 * h_lYes_3 + -0.787 * h_lYes_4Plus + -0.176 * h_lNo_1
+ -0.135 * h_lNo_2));
return currValues;
}
// Car
private double ComputeCarProbablities(string category,
HouseholdPersonComposite composite,
SpatialZone curZ)
{
var valList = GetUtilityValuesForCar(composite, curZ);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]);
if (int.Parse(category) == (int)NumOfCars.NoCar)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) == (int)NumOfCars.OneCar)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) == (int)NumOfCars.TwoCars)
{
return ((double)valList[2] / logsum);
}
else if (int.Parse(category) == (int)NumOfCars.ThreeOrMore)
{
return ((double)valList[3] / logsum);
}
return 0.00;
}
private List<double> GetUtilityValuesForEducation(HouseholdPersonComposite composite,
SpatialZone curZ)
{
Household hhld = composite.getHousehold().CreateNewCopy();
String key = hhld.GetNewJointKey(GetDimensionName());
string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
List<double> currValues = new List<double>(3);
currValues.Add(1.00);
currValues.Add(Math.Exp(-2.96 + 0.238 * Int16.Parse(curKeys[4])
+ 3.34 * curZ.GetPercentHighEducated()
+ 0.24 * Int16.Parse(curKeys[3])
+ 0.393 * Int16.Parse(curKeys[1])));
currValues.Add(Math.Exp(-7.19 + 0.701 * Int16.Parse(curKeys[4])
+ 4.34 * curZ.GetPercentHighEducated()
+ 1.09 * Int16.Parse(curKeys[3])
+ 0.851 * Int16.Parse(curKeys[1])));
return currValues;
}
private double ComputeDwellingTypeProbablities(string category,
HouseholdPersonComposite composite, SpatialZone curZ)
{
var valList = GetUtilityValuesForDwellingType(composite, curZ);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]);
if (int.Parse(category) ==
(int)DwellingType.House)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) ==
(int)DwellingType.Apartment)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) ==
(int)DwellingType.Townhouse)
{
return ((double)valList[2] / logsum);
}
return 0.00;
}
private List<double> GetUtilityValuesForHouseholdType(
HouseholdPersonComposite composite)
{
Household hhld = composite.getHousehold().CreateNewCopy();
//String key = hhld.GetNewJointKey(GetDimensionName());
//string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(6);
int myNumOfCars = (int) hhld.GetNumOfCars();
int dwellType = (int) hhld.GetDwellingType();
int hhldSize = (int) hhld.GetHhldSize();
currValues.Add(1); // Math.Exp(0)
int twoCars=0;
if(myNumOfCars == 2)
twoCars = 1;
else
twoCars = 0;
int apart=0;
int town=0;
if(dwellType == 1) // apart
{
town = 0;
apart = 1;
}
else if(dwellType == 3) // town
{
town = 1;
apart = 0;
}
else
{
town = 0;
apart = 0;
}
int h_male_1 = 0;
int h_sixteen_1Plus = 0;
int h_eighteen_1 = 0;
int h_twentysix_1 = 0;
int h_thirtyone_1 = 0;
int h_fiftyone_1 = 0;
int h_sixtyfivePlus_1 = 0;
int h_PT_1 = 0;
int h_homeFT_1Plus = 0;
int h_homePT_1Plus = 0;
if (composite.Count_18 == 1)
h_eighteen_1 = 1;
else
h_eighteen_1 = 0;
if (composite.Count_26 == 1)
h_twentysix_1 = 1;
else
h_twentysix_1 = 0;
if (composite.Count_31 == 1)
h_thirtyone_1 = 1;
else
h_thirtyone_1 = 0;
if (composite.Count_51 == 1)
h_fiftyone_1 = 1;
else
h_fiftyone_1 = 0;
if (composite.Count_65 == 1)
h_sixtyfivePlus_1 = 1;
else
h_sixtyfivePlus_1 = 0;
if (composite.Count_part_time == 1)
h_PT_1 = 1;
else
h_PT_1 = 0;
currValues.Add(Math.Exp(-2.81 + 0.30 * twoCars - 0.615 * apart + 0.467 * town + 1.97 * h_eighteen_1
+ 1.42 * h_twentysix_1 + 2 * h_thirtyone_1 - 1.07 * h_fiftyone_1 - 4.71 * h_sixtyfivePlus_1
+ 0.525 * h_PT_1) );
int oneCar, threeOrMoreCars = 0;
if(myNumOfCars == 1)
oneCar = 1;
else
oneCar = 0;
if(myNumOfCars == 3)
threeOrMoreCars = 1;
else
threeOrMoreCars = 0;
if (composite.Count_16 >= 1)
h_sixteen_1Plus = 1;
else
h_sixteen_1Plus = 0;
if (composite.Count_male == 1)
h_male_1 = 1;
else
h_male_1 = 0;
if (composite.Count_full_time_home >= 1)
h_homeFT_1Plus = 1;
else
h_homeFT_1Plus = 0;
if (composite.Count_part_time_home >= 1)
h_homePT_1Plus = 1;
else
h_homePT_1Plus = 0;
int h_eNE_1 = Convert.ToInt32(composite.Count_unemployed == 1); ;
currValues.Add(Math.Exp(-1.14 + 0.573 * oneCar + 2.66 * twoCars + 2.13 * threeOrMoreCars
- 0.689 * apart - 0.259 * town + 4.26 * h_sixteen_1Plus + 1.87 * h_eighteen_1
+ 0.899 * h_twentysix_1 - 0.0815 * h_thirtyone_1 - 1.01 * h_sixtyfivePlus_1 + 2.17 * h_male_1
+ 0.112 * h_homeFT_1Plus + 0.415 * h_homePT_1Plus
+ -0.668 * h_eNE_1 + 0.729 * h_PT_1 ) );
int threePlusCars = 0;
if (myNumOfCars >= 3)
threePlusCars = 1;
else
threePlusCars = 0;
int h_thirtyone_2Plus = 0;
if (composite.Count_31 >= 2)
h_thirtyone_2Plus = 1;
else
h_thirtyone_2Plus = 0;
currValues.Add(Math.Exp(-1.99 * 1.00 + 1.00 * oneCar + 3.45 * twoCars + 2.26 * threePlusCars
+ -1.15 * apart + -0.292 * town + 3.95 * h_sixteen_1Plus + 1.72 * h_eighteen_1
+ 1.69 * h_twentysix_1 + 2.40 * h_thirtyone_1 + 3.77 * h_thirtyone_2Plus
+ -0.526 * h_fiftyone_1 + -4.02 * h_sixtyfivePlus_1 + -0.747 * h_male_1 + 0.264 * h_homeFT_1Plus
+ 0.474 * h_homePT_1Plus + 0.765 * h_PT_1 ) );
int h_fiftyfive_2Plus = 0;
if (composite.Count_55 >= 2)
h_fiftyfive_2Plus = 1;
else
h_fiftyfive_2Plus = 0;
currValues.Add(Math.Exp(-1.62 * 1.00 + 0.934 * oneCar + 3.55 * twoCars + 4.22 * threePlusCars
+ -1.38 * apart + -0.401 * town + 7.86 * h_sixteen_1Plus + 4.18 * h_eighteen_1 + 2.03 * h_twentysix_1
+ 1.12 * h_thirtyone_1 + 0.971 * h_thirtyone_2Plus + 1.01 * h_fiftyone_1 + 1.08 * h_fiftyfive_2Plus
+ -0.727 * h_sixtyfivePlus_1 + -0.583 * h_male_1 + 0.339 * h_homeFT_1Plus + 0.509 * h_homePT_1Plus
+ -0.529 * h_eNE_1 + 1.30 * h_PT_1 ) );
currValues.Add(Math.Exp(-2.14 * 1.00 + 1.01 * oneCar + 3.62 * twoCars + 3.80 * threePlusCars
+ -1.30 * apart+ -0.300 * town + 7.37 * h_sixteen_1Plus + 3.36 * h_eighteen_1
+ 1.42 * h_twentysix_1 + 2.06 * h_thirtyone_1 + 2.85 * h_thirtyone_2Plus + 0.356 * h_fiftyone_1
+ -0.854 * h_sixtyfivePlus_1 + -1.39 * h_male_1 + 0.597 * h_homeFT_1Plus + 0.638 * h_homePT_1Plus
+ -2.70 * h_eNE_1 + 1.27 * h_PT_1 ) );
return currValues;
}
// Education
private double ComputeEducationProbablities(string category,
HouseholdPersonComposite composite,
SpatialZone curZ)
{
var valList = GetUtilityValuesForEducation(composite, curZ);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]);
if (int.Parse(category) == (int)NumWithUnivDeg.None)
{
return ((double)valList[0]/logsum);
}
else if (int.Parse(category) == (int)NumWithUnivDeg.One)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) == (int)NumWithUnivDeg.TwoOrMore)
{
return ((double)valList[2] / logsum);
}
return 0.00;
}
private List<double> GetUtilityValuesForIncome(HouseholdPersonComposite composite,
SpatialZone curZ)
{
Household hhld = composite.getHousehold().CreateNewCopy();
String key = hhld.GetNewJointKey(GetDimensionName());
string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(5);
currValues.Add(1.00);
currValues.Add(Math.Exp(-0.859 + 0.000783 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 1.16 * Int16.Parse(curKeys[4])
+ 1.15 * Int16.Parse(curKeys[1])));
currValues.Add(Math.Exp(-4.57 + 0.674 * Int16.Parse(curKeys[3])
+ 0.0012 * curZ.GetAverageIncome() / Constants.BFRANC_TO_EURO
+ 1.87 * Int16.Parse(curKeys[4])
+ 0.409 * Int16.Parse(curKeys[5])
+ 2.2 * Int16.Parse(curKeys[1])));
currValues.Add(Math.Exp(-8.11 + 1.38 * Int16.Parse(curKeys[3])
+ 0.00157 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 2.22 * Int16.Parse(curKeys[4])
+ 0.415 * Int16.Parse(curKeys[5])
+ 2.33 * Int16.Parse(curKeys[1])));
currValues.Add(Math.Exp(-10.5 + 1.61 * Int16.Parse(curKeys[3])
+ 0.0016 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 3.04 * Int16.Parse(curKeys[4])
+ 0.415 * Int16.Parse(curKeys[5])
+ 1.64 * Int16.Parse(curKeys[1])));
return currValues;
}
/*private ArrayList GetUtilityValuesForCar(string key,
SpatialZone curZ)
{
string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
ArrayList currValues = new ArrayList(4);
currValues.Add(1.00);
double dwellNotApartment = 0.00;
if( Int16.Parse(curKeys[5]) != 3)
{
dwellNotApartment = 0.841;
}
double incParam = 0.00;
if(Int16.Parse(curKeys[3])==2)
{
incParam = 0.858;
}
else if (Int16.Parse(curKeys[3])>2)
{
incParam = 0.978;
}
double childParam = 0.00;
if(Int16.Parse(curKeys[2])!=0)
{
childParam = 0.457;
}
currValues.Add(Math.Exp(-2.75 + 0.504 * Int16.Parse(curKeys[4])
+ 0.00105 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 0.437 * Int16.Parse(curKeys[1])
+ 0.00105 * curZ.GetNumHhldWOneCar()
+ dwellNotApartment
+ incParam
+ childParam));
incParam=0.00;
if (Int16.Parse(curKeys[3]) == 2)
{
incParam = 1.87;
}
else if (Int16.Parse(curKeys[3]) > 2)
{
incParam = 2.43;
}
childParam = 0.00;
if (Int16.Parse(curKeys[2]) != 0)
{
childParam = 0.801;
}
dwellNotApartment = 0.00;
if (Int16.Parse(curKeys[5]) != 3)
{
dwellNotApartment = 1.86;
}
currValues.Add(Math.Exp(-7.02 + 0.933 * Int16.Parse(curKeys[4])
+ 0.00126 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 1.24 * Int16.Parse(curKeys[1])
+ 0.0045 * curZ.GetNumHhldWTwoCar()
+ dwellNotApartment
+ incParam
+ childParam));
incParam = 0.00;
if (Int16.Parse(curKeys[3]) == 2)
{
incParam = 1.42;
}
else if (Int16.Parse(curKeys[3]) > 2)
{
incParam = 3.24;
}
dwellNotApartment = 0.00;
if (Int16.Parse(curKeys[5]) != 3)
{
dwellNotApartment = 2.66;
}
currValues.Add(Math.Exp(-10.1 + 1.07 * Int16.Parse(curKeys[4])
+ 0.00126 * curZ.GetAverageIncome()
/ Constants.BFRANC_TO_EURO
+ 1.60 * Int16.Parse(curKeys[1])
+ 0.0298 * curZ.GetNumHhldWThreeCar()
+ dwellNotApartment
+ incParam));
return currValues;
}*/
//******************************************************************
// Dwelling
/* private double ComputeDwellingProbablities(string category,
string procdKey,
SpatialZone curZ)
{
var valList = GetUtilityValuesForDwelling(procdKey, curZ);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]);
if (int.Parse(category) == (int)DwellingType.Separate)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) == (int)DwellingType.SemiAttached)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) == (int)DwellingType.Attached)
{
return ((double)valList[2] / logsum);
}
else if (int.Parse(category) == (int)DwellingType.Apartments)
{
return ((double)valList[3] / logsum);
}
return 0.00;
}
private List<KeyValPair> ComputeDwellingCommulative(string procdKey,
SpatialZone curZ)
{
double comVal = 0.00;
var comList = new List<KeyValPair>();
var valList = GetUtilityValuesForDwelling(procdKey, curZ);
double utilSum = (double)valList[0] + (double)valList[1]
+ (double)valList[2] + (double)valList[3];
KeyValPair currPair = new KeyValPair();
currPair.Category = "0";//Seperate
currPair.Value = (double)valList[0] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "1";//Semi detached
currPair.Value = comVal + (double)valList[1] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "2"; //Attached
currPair.Value = comVal + (double)valList[2] / utilSum;
comVal = currPair.Value;
comList.Add(currPair);
currPair = new KeyValPair();
currPair.Category = "3"; //Apartment
currPair.Value = comVal + (double)valList[3] / utilSum;
comList.Add(currPair);
return comList;
}*/
//private ArrayList GetUtilityValuesForDwelling(string key,
// SpatialZone curZ)
//{
// string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
// ArrayList currValues = new ArrayList(4);
// currValues.Add(1.00);
// double childParam = 0.00;
// if (Int16.Parse(curKeys[2]) != 0)
// {
// childParam = 0.484;
// }
// currValues.Add(Math.Exp(1.52 - 0.000549 * curZ.GetAverageIncome()
// / Constants.BFRANC_TO_EURO
// - 0.572 * Int16.Parse(curKeys[5])
// + childParam));
// double incParam=0.00;
// if (Int16.Parse(curKeys[3]) > 2 )
// {
// incParam = 0.664;
// }
// if (Int16.Parse(curKeys[2]) != 0)
// {
// childParam = 0.430;
// }
// currValues.Add(Math.Exp(5.95 - 0.00208 * curZ.GetAverageIncome()
// / Constants.BFRANC_TO_EURO
// + 0.266 * Int16.Parse(curKeys[4])
// - 1.16 * Int16.Parse(curKeys[5])
// + incParam + childParam));
// if (Int16.Parse(curKeys[3]) == 2)
// {
// incParam = -0.681;
// }
// if (Int16.Parse(curKeys[2]) != 0)
// {
// childParam = -0.642;
// }
// currValues.Add(Math.Exp(4.52 - 0.00233 * curZ.GetAverageIncome()
// / Constants.BFRANC_TO_EURO
// + 0.811 * Int16.Parse(curKeys[4])
// - 1.89 * Int16.Parse(curKeys[5])
// + 5.77 * curZ.GetApartmentPercent()
// + incParam + childParam));
// return currValues;
//}
//*****************************************************************************
/* private List<double> GetUtilityValuesForDwelling(string key,
SpatialZone curZ)
{
string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
var currValues = new List<double>(4);
int hhldSz = int.Parse(curKeys[0]);
double b_surf = 0.00;
if (hhldSz == 2)
{
b_surf = 0.0146;
}
else if( hhldSz == 3)
{
b_surf = 0.0194;
}
else if (hhldSz > 3)
{
b_surf = 0.0249;
}
double currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("0");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
currValues.Add(Math.Exp(currWtDwell
+ b_surf * curZ.GetSurfaceOne()));
currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("1");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
int numCars = int.Parse(curKeys[5]);
int incLvl = int.Parse(curKeys[3]);
currValues.Add(Math.Exp(0.423 + currWtDwell
- 0.279 * numCars
+ b_surf * curZ.GetSurfaceTwo()));
currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("2");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
currValues.Add(Math.Exp(0.870 + currWtDwell
- 0.593 * numCars
+ b_surf * curZ.GetSurfaceThree()));
currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("3");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
currValues.Add(Math.Exp(1.20 + currWtDwell
- 0.9482 * numCars
+ b_surf * curZ.GetSurfaceFour()));
return currValues;
}
*/
/*private ArrayList GetUtilityValuesForDwelling(string key,
SpatialZone curZ)
{
string[] curKeys = key.Split(Constants.CONDITIONAL_DELIMITER[0]);
ArrayList currValues = new ArrayList(4);
int hhldSz = int.Parse(curKeys[0]);
double b_surf = 0.00;
if (hhldSz == 2)
{
b_surf = 0.0122;
}
else if( hhldSz == 3)
{
b_surf = 0.0168;
}
else if (hhldSz > 4)
{
b_surf = 0.0234;
}
double currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("0");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
currValues.Add(Math.Exp(currWtDwell
+ b_surf * curZ.GetSurfaceOne()));
currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("1");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
int numCars = int.Parse(curKeys[5]);
int incLvl = int.Parse(curKeys[3]);
double b_inc = 0.00;
if (incLvl > 2)
{
b_inc = 0.584;
}
currValues.Add(Math.Exp(0.377 + currWtDwell
- 0.19 * numCars
- b_inc
+ b_surf * curZ.GetSurfaceTwo()));
currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("2");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
currValues.Add(Math.Exp(0.838 + currWtDwell
- 0.591 * numCars
+ b_surf * curZ.GetSurfaceThree()));
currWtDwell = curZ.GetDwellingMarginalsByCount().GetValue("3");
if (currWtDwell == 0)
{
currWtDwell = 0.0000001;
}
else
{
currWtDwell = Math.Log(currWtDwell);
}
b_inc = 0.00;
if (incLvl == 2)
{
b_inc = 0.392;
}
else if (incLvl > 2)
{
b_inc = 0.721;
}
currValues.Add(Math.Exp(1.17 + currWtDwell
- 0.792 * numCars
- b_inc
+ b_surf * curZ.GetSurfaceFour()));
return currValues;
}*/
// Income
private double ComputeHouseholdTypeProbablities(string category,
HouseholdPersonComposite composite)
{
var valList = GetUtilityValuesForHouseholdType(composite);
double logsum = ((double)valList[0]
+ (double)valList[1]
+ (double)valList[2]
+ (double)valList[3]
+ (double)valList[4]
+ (double)valList[5]);
if (int.Parse(category) ==
(int)HouseholdSize.SingleAdult)
{
return ((double)valList[0] / logsum);
}
else if (int.Parse(category) ==
(int)HouseholdSize.OneAdultOneChild)
{
return ((double)valList[1] / logsum);
}
else if (int.Parse(category) ==
(int)HouseholdSize.Twoadults)
{
return ((double)valList[2] / logsum);
}
else if (int.Parse(category) ==
(int)HouseholdSize.TwoAdultsChildren)
{
return ((double)valList[3] / logsum);
}
else if (int.Parse(category) ==
(int)HouseholdSize.ThreeOrMoreAdults)
{
return ((double)valList[4] / logsum);
}
else if (int.Parse(category) ==
(int)HouseholdSize.ThreeOrMoreAdultsChildren)
{
return ((double)valList[5] / logsum);
}
return 0.00;
}
private List<SimulationObject> GenerateHousholdsComposite(SpatialZone currZone, int numHousehold,
HouseholdPersonComposite initAgent, bool warmUpStatus,
List<ConditionalDistribution> mobelCond,
OutputFileWriter currWriter)
{
int seltdDim = 0;
int seltAgnt = 0;
List<ConditionalDistribution> condHhldList = currZone.GetDataHhldCompositeCollectionsListH();
List<ConditionalDistribution> condPerList = currZone.GetDataHhldCompositeCollectionsListP();
var generatedAgents = new List<SimulationObject>();
HouseholdPersonComposite prevAgent = initAgent;
ImportanceSampler currImpSampler = new ImportanceSampler();
Random rnd = new Random();
int iter = 0;
if (warmUpStatus == true)
{
iter = Constants.WARMUP_ITERATIONS;
}
else
{
iter = Constants.SKIP_ITERATIONS * numHousehold;
}
HouseholdPersonComposite newAgent;
StringBuilder builder = new StringBuilder();
for (int i = 0; i < iter; i++)
{
// with equal probablity select one of the hhld or persons
seltAgnt = randGen.NextInRange(0, prevAgent.getPersons().Count());
//Change Hhld object
if (seltAgnt == 0) {
seltdDim = randGen.NextInRange(0, condHhldList.Count - 1);
ConditionalDistribution currDist = condHhldList[seltdDim];
var currComm = currDist.GetCommulativeValue (
prevAgent
, currZone, -1);
newAgent = (HouseholdPersonComposite)GenerateNextAgent (currComm, prevAgent,
currDist.GetDimensionName (), -1);
}
//Change person object
else {
seltdDim = randGen.NextInRange(0, condPerList.Count - 1);
ConditionalDistribution currDist = condPerList[seltdDim];
// Select randomly one person from the collection, whose attribute is changed
int personId = rnd.Next(0, prevAgent.getPersons().Count - 1);
// Importance sampling for the Age
if (currDist.GetDimensionName() == "Age")
{
newAgent = (HouseholdPersonComposite) currImpSampler.GetNextAgent(
currZone.GetHousholdSizeDist(),
currDist, currDist.GetDimensionName(),
prevAgent, currZone, personId);
}
else
{
var currComm = currDist.GetCommulativeValue (
prevAgent
, currZone, personId);
newAgent = (HouseholdPersonComposite)GenerateNextAgent (currComm, prevAgent,
currDist.GetDimensionName (), personId);
}
//Consistency check
((HouseholdPersonComposite) newAgent).CheckConsistency();
}
prevAgent = newAgent;
if (warmUpStatus == false && (i % Constants.SKIP_ITERATIONS == 0))
{
generatedAgents.Add(newAgent);
builder.Append(newAgent.getHousehold().GetZoneID()); builder.Append(',');
builder.Append((int)newAgent.getHousehold().GetDwellingType()); builder.Append(',');
builder.Append((int)newAgent.getHousehold().GetHhldSize()); builder.Append(',');
builder.Append((int)newAgent.getHousehold().GetNumOfKids()); builder.Append(',');
builder.Append((int)newAgent.getHousehold().GetNumOfCars()); builder.Append(',');
//builder.Append(currZone.GetEPFLName()); builder.Append(',');
//builder.Append((int)newAgent.getHousehold().GetNumOfWorkers()); builder.Append(',');
//builder.Append((int)newAgent.getHousehold().GetNumOfUnivDegree()); builder.Append(',');
//builder.Append((int)newAgent.getHousehold().GetIncomeLevel()); builder.Append(',');
foreach (Person person in newAgent.getPersons())
{
builder.Append((int)person.GetAge()); builder.Append(',');
builder.Append((int)person.GetDrivingLicense()); builder.Append(',');
builder.Append((int)person.GetEmploymentStatus()); builder.Append(',');
builder.Append((int)person.GetOccupation()); builder.Append(',');
builder.Append((int)person.GetSex());
//builder.Append((int)person.GetEducationLevel());
}
currWriter.WriteToFile(builder.ToString());
builder.Clear();
}
}
return generatedAgents;
}
