public List <Solution> ComputeNextGeneration()
{
var nextGeneration = new List <Individual>();
while (nextGeneration.Count < settings.PopulationSize)
{
var parent1 = selectionOperator.SelectOne(CurrentSolutions);
var parent2 = selectionOperator.SelectOne(CurrentSolutions.Where(x => !ReferenceEquals(x.Individual, parent1)).ToList());
var offsprings = crossoverOperator.GetOffsprings(parent1, parent2, settings.CrossoverRate);
mutationOperator.ApplyMutation(offsprings.Item1, settings.MutationRate);
mutationOperator.ApplyMutation(offsprings.Item2, settings.MutationRate);
AddIfNotDupplicate(nextGeneration, offsprings.Item1);
AddIfNotDupplicate(nextGeneration, offsprings.Item2);
}
AddElites(nextGeneration);
currentPopulation = nextGeneration;
ComputeCurrentGenerationData();
return(CurrentSolutions);
}
