public void test()
{
int score = 0;
foreach (PokemonTeam t in pD.getEvalTeams())
{
Console.Write("\nBattling against a team with: ");
foreach (Pokemon p in t.getMembers())
{
Console.Write(p.getName() + " ");
}
float[] testDNA = pD.createDnaUsingPkmn(t);
input = testDNA;
fillNetwork(bestDNA);
calculate();
PokemonTeam attacker = pD.createTeamUsingDNA(output);
score += b.battle(attacker.getMembers(), t.getMembers());
}
Console.Write("\nA score of " + score + " was achieved against the evaluation teams! (FF)");
}
private int individualTrain()
{
int genBestFitness = 0;
int totalTeamBest = 0;
foreach (PokemonTeam t in testTeams)
{
Console.Write("\nTraining against a team with: ");
foreach (Pokemon p in t.getMembers())
{
Console.Write(p.getName());
}
float[] testDNA = pD.createDnaUsingPkmn(t);
input = testDNA;
for (int j = 0; j < DNA.Count; j++)
{
fillNetwork(DNA[j]);
calculate();
PokemonTeam attacker = pD.createTeamUsingDNA(output);
string debug;
debug = "\nAttacking team: ";
foreach (Pokemon p in attacker.getMembers())
{
debug = debug + p.getName() + " ";
}
//Console.Write(debug);
int fitness = b.battle(attacker.getMembers(), t.getMembers());
fitnesses[j] = fitness;
//Console.Write("\nFeedForward Fitness = " + fitness);
if (fitness > genBestFitness)
{
genBestFitness = fitness;
}
}
totalTeamBest += genBestFitness;
evolve();
}
Console.Write("\nCurrent total: " + totalTeamBest);
return(totalTeamBest);
}
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 FitnessInfo Evaluate(IBlackBox box)
{
int fitness = 0;
List <PokemonTeam> testTeams = pD.getTestTeams();
for (int i = 0; i < triesPerTest; i++)
{
foreach (PokemonTeam t in testTeams)
{
string debug = "\nTraining 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);
fitness += b.battle(attacker.getMembers(), t.getMembers());
evaluations++;
//Console.Write("\nEvaluations = " + evaluations);
//Console.Write("\nCurrent Neat Fitness: " + fitness);
}
}
return(new FitnessInfo(fitness, fitness));
}
//Conversion Functions
public float[] createDnaUsingPkmn(PokemonTeam pT)
{
float[] pkmnDNA = new float[pokeDex.Count];
for (int i = 0; i < pkmnDNA.Length; i++)
{
pkmnDNA[i] = 0;
}
foreach (Pokemon p in pT.getMembers())
{
int place = -1;
foreach (Pokemon pN in pokeDex)
{
if (pN.getName() == p.getName())
{
place = pokeDex.IndexOf(pN);
}
}
pkmnDNA[place] = 1;
}
return(pkmnDNA);
}
