public override void takeTurn()
{
RecordHistory.current.record();
AForge.Genetic.Population ga = new AForge.Genetic.Population(popSize, new AForge.Genetic.ShortArrayChromosome(depth), fit, new AForge.Genetic.RankSelection(), random);
bool tempRecord = GameController.recording;
GameController.recording = false;
int i = 0;
while (fit.timesEvaluated < evaluations)
{
//Getting an index out of range exception here when using RouletteWheelSelection (16 rounds in, seed 100)
ga.RunEpoch();
RecordHistory.current.plot(i + "," + ga.FitnessMax + Environment.NewLine);
if ((GameController.turn % 5 == 0) && (i == 0 || i == generations / 2 || i == generations - 1))
{
List<double> fitnesses = ga.getFitnesses();
List<double> parents = ga.getParentFitnesses();
List<string> snap = new List<string>();
for (int j = 0; j < fitnesses.Count; j++) snap.Add(fitnesses[j].ToString() + "," + parents[j].ToString());
RecordHistory.current.snapshot(snap);
}
i++;
}
lastBestChromosome = ga.BestChromosome as AForge.Genetic.ShortArrayChromosome;
fit.timesEvaluated = 0;
GameController.recording = tempRecord;
fit.Evaluate(lastBestChromosome);
Move m = Board.current.legalMoves[lastBestChromosome.Value[0] % Board.current.legalMoves.Count];
takeAction(m);
RecordHistory.current.record(this + " took move " + m);
}
public override void takeTurn()
{
RecordHistory.current.record();
AForge.Genetic.Population ga = new AForge.Genetic.Population(popSize, new ExactChromosome(depth), fit, new AForge.Genetic.RankSelection(), random);
bool tempRecord = GameController.recording;
GameController.recording = false;
int i = 0;
while (fit.timesEvaluated < evaluations)
{
//Getting an index out of range exception here when using RouletteWheelSelection (16 rounds in, seed 100)
ga.RunEpoch();
RecordHistory.current.plot(i + "," + ga.FitnessMax + Environment.NewLine);
if ((GameController.turn % 5 == 0) && (i == 0 || i == generations / 2 || i == generations - 1))
{
List<double> fitnesses = ga.getFitnesses();
List<double> parents = ga.getParentFitnesses();
List<string> snap = new List<string>();
for (int j = 0; j < fitnesses.Count; j++) snap.Add(fitnesses[j].ToString() + "," + parents[j].ToString());
RecordHistory.current.snapshot(snap);
}
i++;
}
lastBestChromosome = ga.BestChromosome as ExactChromosome;
fit.timesEvaluated = 0;
GameController.recording = tempRecord;
fit.Evaluate(lastBestChromosome);
Move m = lastBestChromosome.moves[0];
if (m == null)
{
m = Move.getRandomMove();
throw new NullReferenceException("ExactGene couldn't find a random move.");
}
CONSOLE.Overwrite(12, "Illegals: " + fit.Illegals);
CONSOLE.Overwrite(13, "Moves: " + fit.MovesTaken);
takeAction(m);
RecordHistory.current.record(this + " took move " + m);
}