public IEnumerable <Individual> CrossPopulation(List <Individual> population, double crossProbability)
{
var crossedPopulation = new List <Individual>();
for (int i = 0; i < population.Count; i += 2)
{
if (_randomProvider.GetRandomProbability() < crossProbability)
{
var crossedResult = population[i].Cross(population[i + 1]);
crossedPopulation.AddRange(new List <Individual> {
crossedResult.First, crossedResult.Second
});
}
else
{
crossedPopulation.AddRange(new List <Individual> {
population[i], population[i + 1]
});
}
}
return(crossedPopulation);
}