private static void RankFitness(EnemyTypes enemyType, List <SerializableChromosome> chromosomes)
{
ChromosomeFitnessFunction.EnemyType = enemyType;
ChromosomeFitnessFunction.PartialInputList = MachineLearningManager.GetFitnessRankingInput();
foreach (var chromosome in chromosomes)
{
chromosome.Evaluate(ChromosomeFitnessFunction);
}
}
public double Evaluate(IChromosome chromosome)
{
//var baseFitness = EnemyType.PointValue();
//var geneticEvaluation = ((EnemyType.PointValue(chromosome as SerializableChromosome) / baseFitness) - 1)/0.1;
var machinelearningEvaluation = 0.0;
if (MachineLearningManager.IsReadyToEvaluate)
{
machinelearningEvaluation = MachineLearningManager.Evaluate(new List <double>(PartialInputList),
EnemyType, chromosome as SerializableChromosome);
}
return(machinelearningEvaluation);
}
private static void LoadAllGameData()
{
GeneticsManager.Initialize();
MachineLearningManager.LoadData(TempModelFileName, TempWaveDataFileName);
LoadDialogue();
HasLoadedData = true;
#if DEBUG
if (DebugVariables.ShouldTestDialogue)
{
TestDialogue();
}
if (DebugVariables.ShouldExportDialogue)
{
ExportDialogue();
}
}