public override Phenotype Develop(Genotype genotype)
{
IntGenotype intGenotype = (IntGenotype)genotype;
TourPhenotype tourPhenotype = new TourPhenotype();
int max = intGenotype.Max;
int[] tour = new int[max];
tourPhenotype.Tour = tour;
// Fill in possible cities
List <int> possibleCities = new List <int>(max);
for (int i = 0; i < max; i++)
{
possibleCities.Add(i);
}
// Choose cities based on genotype
int c;
for (int i = 0; i < max; i++)
{
//c = intGenotype.List[i] % possibleCities.Count;
//tour[i] = possibleCities[c];
//possibleCities.RemoveAt(c);
tour[i] = intGenotype.List[i];
}
return(tourPhenotype);
}
public override double Evaluate(Individual individual)
{
TourPhenotype phenotype = (TourPhenotype)individual.Phenotype;
// Fitness 2 is cost
int totalCost = 0;
// Fitness 1 is distance
int totalDistance = 0;
int[] tour = phenotype.Tour;
// Want to minimize both
for (int i = 0; i < tour.Length - 1; i++)
{
totalCost += cityData.CostArr[tour[i], tour[i + 1]];
totalDistance += cityData.DistanceArr[tour[i], tour[i + 1]];
}
// Add the last edge
totalCost += cityData.CostArr[tour.Last(), tour[0]];
totalDistance += cityData.DistanceArr[tour.Last(), tour[0]];
individual.Cost = totalCost;
individual.Distance = totalDistance;
return(0);
}