public static Tuple <Individual, Individual> Crossover(Tuple <Individual, Individual> parents)
{
Individual parent1 = parents.Item1;
Individual parent2 = parents.Item2;
Individual[] childrenArray = new Individual[2];
int counter = 0;
while (counter < 2)
{
int[] childgenes = new int[parent1.Length()];
int randomIndex = r.Next(parent1.Length());
for (int i = 0; i < randomIndex; i++)
{
childgenes[i] = parent1.genes[i];
}
for (int i = randomIndex; i < parent1.Length(); i++)
{
childgenes[i] = parent2.genes[i];
}
childrenArray[counter] = new Individual(childgenes);
counter++;
}
return(new Tuple <Individual, Individual>(childrenArray[0], childrenArray[1]));
}
public static Individual Mutation(Individual ind, double mutationRate)
{
double random = r.NextDouble();
if (random < mutationRate)
{
ind.ModifyGene(r.Next(ind.Length()));
}
return(ind);
}