public void Run()
{
while (Generations > 0 && !Stop)
{
int NetIndex = 0;
for (int i = 0; i < networks.Count; i++)
{
for (int j = 0; j < RoundNumber; j++)
{
BlackjackLogic.GetInstance().PlayRound();
while (BlackjackLogic.GetInstance().CanAct)
{
if (networks[NetIndex].Decision())
{
BlackjackLogic.GetInstance().Hit();
}
else
{
BlackjackLogic.GetInstance().Stay();
}
}
int[] results = BlackjackLogic.GetInstance().round_replay.GetRoundResults();
networks[NetIndex].SetResults(j, results[0], results[1], results[2]);
}
NetIndex++;
}
NextGeneration();
Generations--;
}
if (Generations == 0)
{
NetDisplay.Reset();
}
}
public static BlackjackLogic GetInstance()
{
if (logic == null)
{
logic = new BlackjackLogic();
return(logic);
}
else
{
return(logic);
}
}
public MainForm()
{
logic = BlackjackLogic.GetInstance();
font = new Font(FontFamily.GenericSansSerif, 25);
CardWidth = 75;
CardHeight = 100;
InitializeComponent();
DealerPoint = new Point(DealerHandLabel.Left, DealerHandLabel.Top);
PlayerPoint = new Point(PlayerHandLabel.Left, PlayerHandLabel.Top);
HitButton.Enabled = false;
StayButton.Enabled = false;
}
private void CheckRunning()
{
if (logic.CanAct)
{
HitButton.Enabled = true;
StayButton.Enabled = true;
}
else
{
HitButton.Enabled = false;
StayButton.Enabled = false;
ReDrawCards(true);
graphics = this.CreateGraphics();
brush = new SolidBrush(Color.Black);
string results = (BlackjackLogic.GetInstance().round_replay.win) ? "You win!" : "You lose!";
graphics.DrawString(results, font, brush, Width / 2, Height / 2);
}
}
public void TestTopNetwork()
{
for (int j = 0; j < 10; j++)
{
BlackjackLogic.GetInstance().PlayRound();
while (BlackjackLogic.GetInstance().CanAct)
{
if (networks[0].Decision())
{
BlackjackLogic.GetInstance().Hit();
}
else
{
BlackjackLogic.GetInstance().Stay();
}
}
NetDisplay.UpdateDisplay(BlackjackLogic.GetInstance().round_replay.PrintReplay());
}
}
public bool Decision()
{
//Feed card values to input neurons
double[] IN_Array = new double[3];
IN_Array[0] = BlackjackLogic.GetInstance().Player.Hand.Value;
if (BlackjackLogic.GetInstance().Player.Hand.AceFlag)
{
IN_Array[1] = BlackjackLogic.GetInstance().Player.Hand.GetHighValue();
}
else
{
IN_Array[1] = -1;
}
IN_Array[2] = BlackjackLogic.GetInstance().DealerHand.Cards[1].NumValue;
layers[0].SetInputs(IN_Array);
//Feed values to hidden layer after processing input layer
layers[1].SetInputs(layers[0].ProcessLayer());
//Feed to output layer from processing hidden layer
layers[2].SetInputs(layers[1].ProcessLayer());
return(((int)layers[2].ProcessLayer()[0] == 1) ? true : false);
}