public Individual <double[]> Cross(Individual <double[]> a, Individual <double[]> b)
{
var random = new Random();
var dimension = a.Representation.Length;
var child = new DoubleIndividual(dimension);
for (var i = 0; i < dimension; i++)
{
var nextDouble = random.NextDouble();
child.Representation[i] = nextDouble * a.Representation[i] + (1 - nextDouble) * b.Representation[i];
}
return(child);
}
public Individual <double[]> Cross(Individual <double[]> a, Individual <double[]> b)
{
var dimension = a.Representation.Length;
var child = new DoubleIndividual(dimension);
const double alpha = 0.5;
for (var i = 0; i < dimension; i++)
{
var min = Math.Min(a.Representation[i], b.Representation[i]);
var max = Math.Max(a.Representation[i], b.Representation[i]);
var difference = max - min;
var lowerBound = min - difference * alpha;
var upperBound = max + difference * alpha;
child.Representation[i] = lowerBound + Random.NextDouble() * (upperBound - lowerBound);
}
return(child);
}
