// Mutate an individual
private static void mutate(Individual indiv)
{
// Loop through genes
for (int i = 0; i < indiv.size(); i++)
{
if (Rnd.NextDouble() <= MutationRate)
{
// Create random gene
byte gene = (byte)Math.Round(Rnd.NextDouble());
indiv.setGene(i, gene);
}
}
}
// Crossover individuals
private static Individual crossover(Individual indiv1, Individual indiv2)
{
Individual newSol = new Individual();
// Loop through genes
for (int i = 0; i < indiv1.size(); i++)
{
// Crossover
if (Rnd.NextDouble() <= UniformRate)
{
newSol.setGene(i, indiv1.getGene(i));
}
else
{
newSol.setGene(i, indiv2.getGene(i));
}
}
return(newSol);
}
// Mutate an individual
private static void mutate(Individual indiv)
{
// Loop through genes
for (int i = 0; i < indiv.size(); i++) {
if (Rnd.NextDouble() <= MutationRate) {
// Create random gene
byte gene = (byte)Math.Round(Rnd.NextDouble());
indiv.setGene(i, gene);
}
}
}
// Crossover individuals
private static Individual crossover(Individual indiv1, Individual indiv2)
{
Individual newSol = new Individual();
// Loop through genes
for (int i = 0; i < indiv1.size(); i++) {
// Crossover
if (Rnd.NextDouble() <= UniformRate) {
newSol.setGene(i, indiv1.getGene(i));
} else {
newSol.setGene(i, indiv2.getGene(i));
}
}
return newSol;
}