private void DieOfAge(int maxAge)
{
if (PopulationList.Exists(x => x.Age > maxAge))
{
PopulationList = PopulationList.OrderBy(x => x.Age).ToList();
NeuronNet firstOld = PopulationList.First(x => x.Age > maxAge);
int index = PopulationList.IndexOf(firstOld);
PopulationList.RemoveRange(index, PopulationList.Count - index);
PopulationList = PopulationList.OrderBy(x => x.Error).ToList();
}
}
private void SurvivalOfTheFitest(double fatality, int populationSize, int maxAge)
{
if (PopulationList.Count > populationSize)
{
PopulationList.RemoveRange(populationSize, PopulationList.Count - populationSize);
}
int casualityNumber = (int)Math.Round(PopulationList.Count * fatality);
for (int i = PopulationList.Count - 1; i >= PopulationList.Count - casualityNumber; i--)
{
PopulationList[i].RandomizeWeights(MinWeightValue, MaxWeightValue);
}
}