public RandomGenesCrossover(IFitnessFun fitnessFun)
{
_fitnessFun = fitnessFun;
}
private static Species[] GenerateInitialSpecies(int speciesNumber, int itemCount, IFitnessFun fitnessFun)
{
var rnd = new Random();
return(Enumerable.Range(1, speciesNumber)
.Select(_ =>
{
var vector = new BitArray(itemCount);
for (var i = 0; i < vector.Count; i++)
{
bool value = rnd.Next(0, 2) == 1;
vector[i] = value;
}
return vector;
})
.Select(v => new Species(v, fitnessFun.Calculate(v)))
.ToArray());
}
public SimpleGenesCrossover(IFitnessFun fitnessFun, double betterParentGeneSelectionProbability)
{
_fitnessFun = fitnessFun;
_betterParentGeneSelectionProbability = betterParentGeneSelectionProbability;
}