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 void Mutate(Genotype genotype)
{
IntGenotype intGenotype = (IntGenotype)genotype;
for (int i = 0; i < intGenotype.Length; i++)
{
float selectedValue = (float)random.NextDouble();
if (selectedValue < MutationRate)
{
// Swap with another index
int temp = intGenotype.List[i];
int j = random.Next(48);
intGenotype.List[i] = intGenotype.List[j];
intGenotype.List[j] = temp;
//intGenotype.List[i] ^= 1;
}
}
return;
}
public override void Crossover(Genotype parent1Genotype, Genotype parent2Genotype, Genotype child1Genotype, Genotype child2Genotype)
{
float selectedValue = (float)random.NextDouble();
if (selectedValue < CrossoverRate)
{
// Choose random crossover point
IntGenotype intParent1 = (IntGenotype)parent1Genotype;
IntGenotype intParent2 = (IntGenotype)parent2Genotype;
IntGenotype intChild1 = (IntGenotype)child1Genotype;
IntGenotype intChild2 = (IntGenotype)child2Genotype;
int numInts = intParent1.Length;
int max = intParent1.Max;
//int crossoverPoint = random.Next(numInts);
for (int i = 0; i < numInts; i++)
{
intChild1.List[i] = -1;
intChild2.List[i] = -1;
}
for (int i = 0; i < numInts / 2; i++)
{
int position = random.Next(max);
intChild1.List[position] = intParent1.List[position];
intChild2.List[position] = intParent2.List[position];
}
// Current position in parents
int pos1 = 0;
int pos2 = 0;
// For each element in children check if a city is set or not
// if not, get city from other parent and increment
for (int i = 0; i < numInts; i++)
{
// Child 1
if (intChild1.List[i] == -1)
{
while (pos2 < numInts)
{
if (!intChild1.List.Contains(intParent2.List[pos2]))
{
intChild1.List[i] = intParent2.List[pos2];
break;
}
pos2++;
}
}
// Child 2
if (intChild2.List[i] == -1)
{
while (pos1 < numInts)
{
if (!intChild2.List.Contains(intParent1.List[pos1]))
{
intChild2.List[i] = intParent1.List[pos1];
break;
}
pos1++;
}
}
}
/*
* // Child 1 gets
* for (int i = 0; i < numInts; i++)
* {
* if (i < crossoverPoint)
* {
* intChild2.List[i] = intParent1.List[i];
* }
* else
* {
* intChild1.List[i] = intParent2.List[i];
* }
* }
*/
}
return;
}