static void _2048(Random r)
{
for (int i = 0; i < 50; ++i)
{
Pool p = new Pool(16, 4, r);
p.Population = 500;
Agent2048 a2 = new Agent2048(r);
a2.Execute = 5;
a2.FailLimit = 1;
a2.InputMode = 3;
a2.Fit = (int score, int logScore, int bitScore) =>
{
double fit;
fit = (long)score * score * score;
return((long)fit);
};
Writer w = new Writer(new FileInfo(string.Format("D://NEAT/2048/CubeScoreInput3/Data{0}.txt", i)));
Data2048Dictionary d2d = new Data2048Dictionary();
p.Agent = a2;
p.DeltaThreshold = 10;
p.DeltaDisjoint = 10;
p.DeltaWeight = 4;
p.LinkMutationChance = 0.75;
p.ConnectionMutationChance = 0.5;
p.NodeMutationChance = 0.2;
p.WritePlayData = true;
p.WriteSpecies = true;
p.Writer = w;
p.DataDictionary = d2d;
w.Start(p, a2.Execute);
p.Initialize();
p.DisplayTop = int.MaxValue;
for (int k = 0; k < 300; ++k)
{
p.Evaluate();
}
}
}
private void UpdateGraphics(object sender, PaintEventArgs e)
{
Graphics canvas = e.Graphics;
if (!isPlaying)
{
return;
}
LblScoreValue.Text = "" + agent.Score;
if (agent is SnakeAgent)
{
SnakeAgent sa = agent as SnakeAgent;
Brush color = Brushes.White;
LblHungerValue.Text = "" + sa.Hunger;
int x = sa.X;
int y = sa.Y;
int[,] cells = new int[y, x];
cells[sa.Food.Y, sa.Food.X] = 1;
foreach (Square s in sa.Snake)
{
cells[s.Y, s.X] = -1;
}
for (int i = 0; i < y; ++i)
{
for (int j = 0; j < x; ++j)
{
if (cells[i, j] == 0)
{
color = Brushes.White;
}
else if (cells[i, j] == -1)
{
color = Brushes.Black;
}
else if (cells[i, j] == 1)
{
color = Brushes.Red;
}
canvas.FillRectangle(color, new Rectangle(
j * GameBox.Width / x + 1, i * GameBox.Height / y + 1, GameBox.Width / x - 1, GameBox.Height / y - 1
));
}
}
}
else if (agent is Agent2048)
{
Agent2048 a2 = agent as Agent2048;
Brush color = Brushes.White;
for (int i = 0; i < 16; ++i)
{
if (a2.Cells[i] == 0)
{
color = Brushes.White;
}
else
{
color = new SolidBrush(Color.FromArgb(255, 255, 255 - (a2.Cells[i] * 16)));
}
canvas.FillRectangle(color, new Rectangle(
(i % 4) * GameBox.Width / 4 + 1, (i / 4) * GameBox.Height / 4 + 1, GameBox.Width / 4 - 1, GameBox.Height / 4 - 1
));
}
}
if (agent.Gameover)
{
isPlaying = false;
}
}