public void test()
{
PokemonExperiment test = new PokemonExperiment(pD);
config.Load("configfiles/NEATConfig.config.xml");
test.Initialize("Pokemon", config.DocumentElement);
var genomeDecoder = test.CreateGenomeDecoder();
IBlackBox box = genomeDecoder.Decode(bestGenome);
BattleHandler b = new BattleHandler();
int score = 0;
List <PokemonTeam> evalTeams = pD.getEvalTeams();
foreach (PokemonTeam t in pD.getEvalTeams())
{
string debug = "\nBattling against a team with: ";
foreach (Pokemon p in t.getMembers())
{
debug += p.getName() + " ";
}
Console.Write(debug);
box.ResetState();
ISignalArray inputArray;
inputArray = box.InputSignalArray;
float[] pkmnDnaIn = pD.createDnaUsingPkmn(t);
for (int j = 0; j < t.getMembers().Length; j++)
{
inputArray[j] = pkmnDnaIn[j];
}
box.Activate();
ISignalArray outputArray;
outputArray = box.OutputSignalArray;
float[] pkmnDnaOut = new float[outputArray.Length];
for (int j = 0; j < pkmnDnaOut.Length; j++)
{
pkmnDnaOut[j] = (float)outputArray[j];
}
PokemonTeam attacker = pD.createTeamUsingDNA(pkmnDnaOut);
score += b.battle(attacker.getMembers(), t.getMembers());
}
Console.Write("\nA Score of " + score + " was achieved agains the evaluation teams! (NEAT)");
Console.Write("\nThe NEAT has a complexity of " + bestGenome.Complexity);
}
public void train()
{
PokemonExperiment exp = new PokemonExperiment(pD);
config.Load("configfiles/NEATConfig.config.xml");
exp.Initialize("Pokemon", config.DocumentElement);
testType = XmlUtils.GetValueAsInt(config.DocumentElement, "TrainingType");
targetFitness = XmlUtils.GetValueAsInt(config.DocumentElement, "TargetFitness");
targetGeneration = XmlUtils.GetValueAsInt(config.DocumentElement, "TargetGeneration");
evo = exp.CreateEvolutionAlgorithm();
evo.UpdateEvent += new EventHandler(evo_UpdateEvent);
evo.StartContinue();
}
