/// <summary>
/// Ends the generation.
/// </summary>
/// <param name="chromosomesNumber">Chromosomes number to keep on generation.</param>
public void End(int chromosomesNumber)
{
Chromosomes = Chromosomes
.Where(ValidateChromosome)
.OrderByDescending(c => c.Fitness.Value)
.ToList();
if (Chromosomes.Count > chromosomesNumber)
{
Chromosomes = Chromosomes.Take(chromosomesNumber).ToList();
}
BestChromosome = Chromosomes.First();
}
public void NextGeneration(ISelection selectionScheme)
{
var selected = selectionScheme.Select(Chromosomes, 5).OrderByDescending(s => s.Cost).ToList();
Chromosomes.Remove(selected[0]);
Chromosomes.Remove(selected[1]);
// fill the remaining empty space with children generated from selected chromosomes
Chromosome parent1 = selected[3];
Chromosome parent2 = selected[4];
Chromosome child1 = OrderedCrossover.MakeChild(parent1, parent2);
Chromosome child2 = OrderedCrossover.MakeChild(parent2, parent1);
if (ThreadSafeRandom.CurrentThreadRandom.Next(100) < 3)
{
child1.Mutate();
}
if (ThreadSafeRandom.CurrentThreadRandom.Next(100) < 3)
{
child2.Mutate();
}
Chromosomes.Add(child1);
Chromosomes.Add(child2);
double currentTour = Chromosomes.Where(c => c.Cost > 0).Min(c => c.Cost);
if (currentTour < BestTour)
{
BestTour = currentTour;
Console.WriteLine("Generation " + currentGeneration + " Best: " + BestTour);
}
currentGeneration++;
}