/// <summary>Evaluates a solution individual using the best predictor so far.</summary>
protected internal virtual void PredictIndividual(GAIndividual inIndividual, bool duringSimplify)
{
FloatRegFitPredictionIndividual predictor = (FloatRegFitPredictionIndividual)_predictorGA.GetBestPredictor();
float fitness = predictor.PredictSolutionFitness((PushGPIndividual)inIndividual);
inIndividual.SetFitness(fitness);
inIndividual.SetErrors(new List <float>());
}
protected internal override bool Success()
{
if (_success)
{
return(true);
}
GAIndividual best = _populations[_currentPopulation][_bestIndividual];
float predictedFitness = best.GetFitness();
_predictorGA.EvaluateSolutionIndividual((PushGPIndividual)best);
_bestMeanFitness = best.GetFitness();
if (_bestMeanFitness <= 0.1)
{
_success = true;
return(true);
}
best.SetFitness(predictedFitness);
return(false);
}
