public override void Initialize(Population population)
{
InitilizeNodeGenes(population);
if (nodeGenes.Count != 5)
{
throw new TypeInitializationException("not 5 nodes initially", null);
}
InitializeConnectionGenes(population);
if (connectionGenes.Count != 6)
{
throw new TypeInitializationException("not 6 connections initially", null);
}
if (EAParameters.RandomGeneStart)
{
if (Neat.random.NextDouble() <= EAParameters.RandomGeneStartChance)
{
Mutator.Mutate(this, population);
}
}
}
private List <NEATIndividual> ASexualPart(int ASexCount, List <NEATIndividual> ASexPopulace, List <NEATIndividual> missFits, Population population)
{
var _populace = new List <NEATIndividual>();
while (_populace.Count < ASexCount && !ASexPopulace.IsEmpty())
{
var origIndie = Neat.random.Individual(ASexPopulace);
origIndie.genome = Mutator.Mutate(origIndie.genome, population);
var mutatedIndie = new NEATIndividual(origIndie);
if (BelongsInSpecies(mutatedIndie))
{
_populace.Add(mutatedIndie);
}
else
{
missFits.Add(mutatedIndie);
}
ASexPopulace.Remove(origIndie);
}
return(_populace);
}
private List <NEATIndividual> SexualPart(int AllowedPopulaceSize, List <NEATIndividual> missFits, Population population)
{
var _populace = new List <NEATIndividual>();
while (_populace.Count < AllowedPopulaceSize)
{
var dad = Neat.random.Individual(populace);
var mum = Neat.random.Individual(populace);
var child = new NEATIndividual(Mutator.Crossover(dad, mum), population.IDs);
if (Neat.random.NextBoolean(EAParameters.SexualReproductionStillMutateChance))
{
child.genome = Mutator.Mutate(child.genome, population);
}
if (BelongsInSpecies(child))
{
_populace.Add(child);
}
else
{
missFits.Add(child);
}
}
return(_populace);
}
