// 評価をする
public void Evaluate()
{
Parallel.For(0, POPULATION, i => {
CellAutomataGame cellAutomataGame = new CellAutomataGame(
intArrayChromosomes.ReadChromosomeAsRule(i), rulesForEvalate, boardSize, INITIAL_RESOURCES);
cellAutomataGame.InitializeBoards();
for (int n = 0; n < EPISODES_FOR_EVALATION; n++)
{
cellAutomataGame.UpdateGameBoard();
}
intArrayChromosomes.SetScore(i, EvaluateFunction(cellAutomataGame));
});
}
public void Evaluate()
{
for (int i = 0; i < POPULATION; i++)
{
CellAutomataGame cellAutomataGame = new CellAutomataGame(intArrayChromosomes.ReadChromosomeAsRule(i), rulesForEvalate);
cellAutomataGame.InitializeBoards();
for (int n = 0; n < EPISODESFOREVALATION; n++)
{
cellAutomataGame.UpdateGameBoard();
}
scores[i] = EvaluateFunction(cellAutomataGame);
}
}
private double EvaluateFunction(CellAutomataGame cellAutomataGame)
{
double score = 0;
for (int x = 0; x < cellAutomataGame.BOARDSIZE; x++)
{
for (int y = 0; y < cellAutomataGame.BOARDSIZE; y++)
{
score += cellAutomataGame.board2.GetCell(cellAutomataGame.board2.board, x, y);
}
}
score = (cellAutomataGame.BOARDSIZE * cellAutomataGame.BOARDSIZE - score) / (cellAutomataGame.BOARDSIZE * cellAutomataGame.BOARDSIZE);
score = score * score;
return(score);
}
// 評価関数
private double EvaluateFunction(CellAutomataGame cellAutomataGame)
{
double score1 = 0;
double score2 = 0;
for (int x = 0; x < cellAutomataGame.boardSize; x++)
{
for (int y = 0; y < cellAutomataGame.boardSize; y++)
{
if (cellAutomataGame.myCellGrid.GetCell(true, x, y) != 0)
{
score1++;
}
score2 += cellAutomataGame.enemyCellGrid.GetCell(true, x, y);
}
}
return(Math.Abs(score1 / Math.Pow(cellAutomataGame.boardSize, 2) / score2));
}
static void Main(string[] args)
{
CellAutomataGA cellAutomataGA = new CellAutomataGA();
for (int i = 0; i < 50; i++)
{
cellAutomataGA.NextGeneration();
Console.Write("Episode:");
Console.WriteLine(i);
cellAutomataGA.ShowScores();
cellAutomataGA.ShowEliteScores();
}
Console.ReadLine();
CellAutomataGame cellAutomataGame = new CellAutomataGame(cellAutomataGA.EliteRule(), cellAutomataGA.rulesForEvalate);
cellAutomataGame.InitializeBoards();
for (int i = 0; i < 100; i++)
{
cellAutomataGame.Draw();
cellAutomataGame.UpdateGameBoard();
}
Console.Read();
}
