private void Click_Start(object sender, EventArgs e)
{
String box1 = (String)p1.SelectedItem;
String box2 = (String)p2.SelectedItem;
Player player1 = null;
Player player2 = null;
switch (box1)
{
case "Random Player":
player1 = new RandomPlayer(1, true);
break;
case "Heuristic Player":
player1 = new HeuristicAIPlayer(1, true);
break;
case "Min-Max Player":
player1 = new MinMaxPlayer(1, true);
break;
case "Human Player":
player1 = new HumanPlayer(1, true);
break;
}
switch (box2)
{
case "Random Player":
player2 = new RandomPlayer(2, false);
break;
case "Heuristic Player":
player2 = new HeuristicAIPlayer(2, false);
break;
case "Min-Max Player":
player2 = new MinMaxPlayer(2, false);
break;
case "Human Player":
player2 = new HumanPlayer(2, false);
break;
}
Clear();
Task.Factory.StartNew(() => Game.Play(player1, player2, false));
}
public FitnessInfo Evaluate(IBlackBox phenome)
{
double fitness = 0;
int winner;
Player optimalPlayer = new MinMaxPlayer(2, false);
Player randomPlayer = new RandomPlayer(2, false);
Player neatPlayer = new NEATPlayer(1, true, phenome);
for (int i = 0; i < 50; i++)
{
winner = Game.Play(neatPlayer, randomPlayer, true);
fitness += GetScore(winner, neatPlayer.id);
}
randomPlayer.id = 1;
randomPlayer.turn = true;
neatPlayer.id = 2;
neatPlayer.turn = false;
for (int i = 0; i < 50; i++)
{
winner = Game.Play(randomPlayer, neatPlayer, true);
fitness += GetScore(winner, neatPlayer.id);
}
neatPlayer.id = 1;
neatPlayer.turn = true;
winner = Game.Play(neatPlayer, optimalPlayer, true);
fitness += GetScore(winner, neatPlayer.id);
optimalPlayer.id = 1;
optimalPlayer.turn = true;
neatPlayer.id = 2;
neatPlayer.turn = false;
winner = Game.Play(optimalPlayer, neatPlayer, true);
fitness += GetScore(winner, neatPlayer.id);
evalCount++;
if (fitness >= 1002)
{
stopConditionSatisfied = true;
}
return(new FitnessInfo(fitness, fitness));
}
