private void CreateNewGeneration()
{
var myList = population.ToList();
myList.Sort((pair1, pair2) => - fitnesses[pair1].average.CompareTo(fitnesses[pair2].average));
Parameters[] nextGeneration = new Parameters[population_size];
nextGeneration[0] = myList[0];
int pos = 1;
while (pos < population_size)
{
Parameters p1 = SelectCandidateByRank(myList);
Parameters p2 = SelectCandidateByRank(myList);
nextGeneration[pos] = MutationManager.Mutate(MutationManager.Crossover(p1, p2));
pos++;
}
population = nextGeneration;
}