//private static Random random;
public static void Main(string[] args)
{
Util.Initialize(args[0]);
var idgen = new IdGenerator();
IExperiment experiment = new LimitExperiment();
XmlSerializer ser = new XmlSerializer(typeof(Settings));
//Settings settings = new Settings()
//{
// SmallBlind = 1,
// BigBlind = 2,
// GamesPerIndividual = 100,
// LogFile = "mutlithreaded_log.txt",
// MaxHandsPerTourney = 200,
// PlayersPerGame = 6,
// StackSize = 124,
// Threads = 4
//};
//ser.Serialize(new StreamWriter("settings.xml"), settings);
Settings settings = (Settings)ser.Deserialize(new StreamReader("settings.xml"));
var eval = new PokerPopulationEvaluator<SimpleLimitNeuralNetPlayer2, RingGamePlayerEvaluator>(settings);
var ea = new EvolutionAlgorithm(
new Population(idgen,
GenomeFactory.CreateGenomeList(experiment.DefaultNeatParameters,
idgen, experiment.InputNeuronCount,
experiment.OutputNeuronCount,
experiment.DefaultNeatParameters.pInitialPopulationInterconnections,
experiment.DefaultNeatParameters.populationSize)),
eval,
experiment.DefaultNeatParameters);
Console.WriteLine("Starting real evolution");
for (int i = 0; true; i++)
{
Console.WriteLine("Generation {0}", i + 1);
ea.PerformOneGeneration();
Console.WriteLine("Champion Fitness={0}", ea.BestGenome.Fitness);
var doc = new XmlDocument();
XmlGenomeWriterStatic.Write(doc, (NeatGenome)ea.BestGenome);
FileInfo oFileInfo = new FileInfo("genomes_simple\\" + "bestGenome" + i.ToString() + ".xml");
doc.Save(oFileInfo.FullName);
}
}
public NoveltyThread(JSPopulationEvaluator jsPop, AssessGenotypeFunction assess, int popSize)
{
//save our objects for executing later!
popEval = jsPop;
populationSize = popSize;
autoEvent = new AutoResetEvent(false);
waitNextTime = true;
novelThread = new Thread(delegate()
{
autoEvent.WaitOne();
//we'll start by testing with 0 parents, and popsize of 15 yay!
noveltyRun = EvolutionManager.SharedEvolutionManager.initializeEvolutionAlgorithm(popEval, populationSize, assess);
//let our algoirhtm know we want to do novelty gosh darnit
if(noveltyRun.multiobjective != null)
noveltyRun.multiobjective.doNovelty = true;
//we make sure we don't wait in this loop, since we just got started!
waitNextTime = false;
while (true)
{
//this will cause us to pause!
if (waitNextTime)
{
waitNextTime = false;
autoEvent.WaitOne();
}
// Start the stopwatch we'll use to measure eval performance
Stopwatch sw = Stopwatch.StartNew();
//run the generation
noveltyRun.PerformOneGeneration();
// Stop the stopwatch
sw.Stop();
// Report the results
Console.WriteLine("Time used per gen (float): {0} ms", sw.Elapsed.TotalMilliseconds);
Console.WriteLine("Time used per gen (rounded): {0} ms", sw.ElapsedMilliseconds);
}
});
novelThread.Start();
}
