/// <summary>
/// Next we will generate a new population based on algorithmic logic of crossover between two random DNA sequences and adding some mutation into it.
/// </summary>
public void Generate()
{
for (int i = 0; i < population.Count; i++)
{
{
int a = RandomProvider.RND.Next(matingPool.Count);
int b = RandomProvider.RND.Next(matingPool.Count);
// TODO: Avoid duplicates
DNA partnerA = matingPool[a];
DNA partnerB = matingPool[b];
DNA child = (DNA)partnerA.Crossover(partnerB);
child.Mutate(mutationRate);
child.EvalutateFitness();
population[i] = child;
}
}
this.generations++;
}
