private IList <Individual> generateNewPopulation(int populationSize, double crossoverProb, int tournamentSize)
{
IList <Individual> newPopulation = new List <Individual>(populationSize);
//newPopulation.Add(BestIndividual);
while (newPopulation.Count < populationSize)
{
Individual firstParent = selection.PerformSelection(population, tournamentSize);
Individual secondParent = selection.PerformSelection(population, tournamentSize);
if (randomGenerator.NextDouble() < crossoverProb)
{
IList <Individual> children = crossover.DoCrossover(firstParent, secondParent);
newPopulation = newPopulation.Concat(children).ToList();
}
else
{
newPopulation.Add(new Individual {
Order = firstParent.Order
});
newPopulation.Add(new Individual {
Order = secondParent.Order
});
}
}
return(newPopulation);
}