public Tuple <Individual, Individual> CreateChildren(Individual parent1, Individual parent2)
{
var mathParent1 = parent1 as MathIndividual;
var mathParent2 = parent2 as MathIndividual;
var parent1Gene = ConvertDoubleToByteArray(mathParent1.X1);
var parent2Gene = ConvertDoubleToByteArray(mathParent2.X1);
var crossOverPoint = _random.Next(parent1Gene.Length);
var child1Gene = parent1Gene.Take(crossOverPoint).Concat(parent2Gene.Skip(crossOverPoint)).ToArray();
var child2Gene = parent2Gene.Take(crossOverPoint).Concat(parent1Gene.Skip(crossOverPoint)).ToArray();
var child1 = new MathIndividual {
X1 = ConvertByteArrayToDouble(child1Gene)
};
var child2 = new MathIndividual {
X1 = ConvertByteArrayToDouble(child2Gene)
};
return(new Tuple <Individual, Individual>(child1, child2));
}
private bool CheckIfFeasible(MathIndividual individual)
{
return(!(individual.X1 < 0.5 || individual.X1 > 1.5));
}