protected IBreeding <Synapse> NewBreeding(System.Random random)
{
ISelection <Synapse> selector;
if (roulteWheelSelection)
{
selector = new RouletteWheelSelection <Synapse>(random, 2);
}
else
{
selector = new EliteSelection <Synapse>(2);
}
var crossover = new SinglePointCrossover <Synapse>(random);
var mutator = new FixedNeuralNetMutation(
random,
geneMutChance,
mutRange);
return(new BreedingBase <Synapse>(
poplLne - (int)(poplLne * reinsertPart),
selector,
crossover,
mutator));
}
private IBreeding <Synapse> NewBreeding(System.Random random)
{
var selector = new EliteSelection <Synapse>(2);
//var selector = new RouletteWheelSelection<Synapse>(random, 2);
var crossover = new SinglePointCrossover <Synapse>(random);
var mutator = new FixedNeuralNetMutation(
random,
geneMutChance,
weightMutRange);
return(new BreedingBase <Synapse>(
poplLen - (int)(partToReinsert * poplLen),
selector,
crossover,
mutator));
}
