public List <Individual> Cross(Individual individual1, Individual individual2)
{
var newIndividual1 = new Individual();
var newIndividual2 = new Individual();
_crossedIndividuals = new List <Individual>();
Random random = new Random();
var crossingPoint = random.Next(individual1.GetArgsVector().Count);
for (var i = 0; i < crossingPoint; i++)
{
newIndividual1.AddArgument(individual1.GetArgsVector()[i]);
newIndividual2.AddArgument(individual2.GetArgsVector()[i]);
}
for (var j = crossingPoint; j < individual1.GetArgsVector().Count; j++)
{
newIndividual1.AddArgument(individual2.GetArgsVector()[j]);
newIndividual2.AddArgument(individual1.GetArgsVector()[j]);
}
_crossedIndividuals.Add(newIndividual1);
_crossedIndividuals.Add(newIndividual2);
return(_crossedIndividuals);
}
public Individual Mutate(Individual individual)
{
Random random = new Random();
var gen1 = random.Next(individual.GetArgsVector().Count);
var gen2 = random.Next(individual.GetArgsVector().Count);
if (gen2 == gen1)
{
while (gen2 != gen1)
{
gen2 = random.Next(individual.GetArgsVector().Count);
}
}
var temp = individual.GetArgsVector()[gen1];
individual.GetArgsVector()[gen1] = individual.GetArgsVector()[gen2];
individual.GetArgsVector()[gen2] = temp;
return(individual);
}