public GeneticNeuron[] GetPopulation()
{
var populationCopy = new GeneticNeuron[_currentPopulation.Length];
_currentPopulation.CopyTo(populationCopy, 0);
return(populationCopy);
}
private void GeneratePopulation()
{
for (int i = 0; i < _currentPopulation.Length; i++)
{
Genotype genotype = EvolutionManager.CurrentPopulation[i];
var network = new NeuralNetwork(_neuronActivator, _neuralNetworkTopology);
#if DEBUG
if (_genotypeGenesAmount != genotype.Genes.Length)
{
throw new Exception("The given genotype's parameter count must match " +
"the neural network topology's weight count.");
}
#endif
_currentPopulation[i] = new GeneticNeuron(genotype, network);
}
}
public void UpdateGeneration()
{
BestGeneticNeuron = _currentPopulation.Max(neuron => neuron);
EvolutionManager.UpdateGeneration();
GeneratePopulation();
}