public void step_x(List <float> x, int index)
{
info.WriteLine("Ход x: " + index);
if (net.neurons.Count <= 0)
{
int i = game.setRandom(GUI.TYPE_STEP.O);
info.WriteLine("Ход o: " + i);
info.WriteLine("Нейрон не активен");
}
else
{
int o_index = net.Recognize(x, info.listBox);
Boolean b_rect = game.CheckRect(o_index);
if (b_rect)
{
info.WriteLine("Ход о: " + o_index);
game.setO(o_index);
info.WriteLine("Нейрон активен");
}
else if (!b_rect)
{
int i = game.setRandom(GUI.TYPE_STEP.O);
info.WriteLine("Ход o: " + i);
info.WriteLine("Нейрон не активен");
}
}
}
private void Form1_Load(object sender, EventArgs e)
{
#region Initialize
net = new Neural_Network.Net();
topBoard = new GUI.LMD_TopBoard(this, false);
info = new GUI.LMD_Information(this);
game = new GUI.LMD_Game(this);
mHistory = new GUI.ManagerHistory();
autoRem = new GUI.AutoRemember(game, info, net, mHistory, this);
#endregion
#region changedState
topBoard.changedState += (state) =>
{
this.state = state;
switch (state)
{
case STATE_PROGRAM.auto:
info.WriteLine("Включен режим автоматического обучения");
autoRem.Start();
count_step = 0;
break;
case STATE_PROGRAM.game:
info.WriteLine("Включен режим игрового обучения");
autoRem.Stop();
count_step = 0;
this.Text = "LMD Tic-Tac-Toe";
break;
case STATE_PROGRAM.handle:
info.WriteLine("Включен режим ручного обучения");
autoRem.Stop();
count_step = 0;
this.Text = "LMD Tic-Tac-Toe";
break;
}
game.enable = true;
};
#endregion
#region Clear
topBoard.butClick += () =>
{
info.WriteLine("Поле было очищено");
game.Clear();
info.listBox.Items.Clear();
info.listBox.Items.Add("------------------------------------------------ Tic-Tac-Toe -----------------------------------------------------------------");
count_step = 0;
game.enable = true;
};
#endregion
#region Remember
info.remember += (int index) =>
{
net.AddNeuron(index, game.getVectorX(), info.listBox);
step_x(game.getVectorX(), index);
};
#endregion
#region Save
info.save += () =>
{
Save();
};
#endregion
#region Load
info.load += () =>
{
LoadNS();
};
#endregion
#region Correct
info.correct += (float speed, int delta, int index) =>
{
net.Correct(game.getVectorX(), index, speed, delta, info.listBox);
};
#endregion
#region step
game.step += (List <float> x, int index, String str) =>
{
count_step++;
#region Handle
if (state == STATE_PROGRAM.handle)
{
info.WriteLine("Ход x: " + index);
if (net.neurons.Count <= 0)
{
info.WriteLine("Заблокировано");
MessageBox.Show("Нужно сеть обучить!");
}
else
{
if (str == "x")
{
int o_index = net.Recognize(game.getVectorX(), info.listBox);
Boolean b_rect = game.CheckRect(o_index);
if (b_rect)
{
info.WriteLine("Ход о: " + o_index);
game.setO(o_index);
}
else if (!b_rect)
{
info.WriteLine("Жизнь нейронную сеть к такому не готовила");
MessageBox.Show("Сеть не знает что делать!");
}
}
}
}
#endregion
#region Game
if (state == STATE_PROGRAM.game)
{
if (game.CheckWinX())
{
info.WriteLine("Крестики победили!");
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
List <GUI.History> history = mHistory.getHistory();
int num = 0;
foreach (GUI.History h in history)
{
num++;
int[] table = h.table;
info.WriteLine(num + " - index[" + h.index + "]");
info.WriteLine(table[0] + "|" + table[1] + "|" + table[2]);
info.WriteLine(table[3] + "|" + table[4] + "|" + table[5]);
info.WriteLine(table[6] + "|" + table[7] + "|" + table[8]);
}
int _index = history[history.Count - 1].index;
List <float> _x = history[history.Count - 2].x;
info.WriteLine("Требуемый нейрон[" + _index + "]");
net.AddNeuron(_index, _x, info.listBox);
mHistory.Clear();
game.enable = false;
}
else if (game.CheckWinO())
{
info.WriteLine("Нолики победили!");
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
autoRem.win_o();
mHistory.Clear();
game.enable = false;
}
else if (game.CheckNoWin())
{
info.WriteLine("Ничья!");
mHistory.Clear();
game.enable = false;
}
else
{
if (count_step <= 8)
{
if (str == "x")
{
step_x(game.getVectorX(), index);
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
}
else if (str == "o")
{
}
}
else
{
count_step = 0;
}
}
}
#endregion
};
#endregion
info.WriteLine("Включен режим игрового обучения");
this.state = Form1.STATE_PROGRAM.game;
}
private void timer_Tick(object sender, EventArgs e)
{
form.Text = "Tic-Tac-Toe Round[" + game.count_round + "] X[" + game.count_win_x + "] O[" + game.count_win_o + "] N[" + net.neurons.Count + "]";
count_step++;
if (count_step >= 9)
{
count_step = 0;
game.Clear();
game.count_round++;
}
else
{
int index = 0;
if (game.present_step == TYPE_STEP.X)
{
index = game.setRandom(TYPE_STEP.X);
}
else if (game.present_step == TYPE_STEP.O)
{
index = net.Recognize(game.getVectorX(), info.listBox);
if (game.CheckRect(index))
{
game.setO(index);
info.WriteLine("Нейрон активирован");
}
else
{
index = game.setRandom(TYPE_STEP.O);
info.WriteLine("Нейрон активирован");
}
}
mHistory.add(game.getTableConvertHistory(), index, game.getVectorX());
if (game.CheckWinX())
{
count_step = 0;
info.WriteLine("Победил X!");
win_x();
game.count_win_x++;
game.Clear();
mHistory.Clear();
game.present_step = TYPE_STEP.X;
}
else if (game.CheckWinO())
{
count_step = 0;
info.WriteLine("Победил O!");
win_o();
game.count_win_o++;
game.Clear();
mHistory.Clear();
game.present_step = TYPE_STEP.X;
}
else if (game.CheckNoWin())
{
count_step = 0;
info.WriteLine("Ничья!");
win_x();
game.Clear();
game.count_no_win++;
mHistory.Clear();
game.present_step = TYPE_STEP.X;
}
if (info.listBox.Items.Count >= 5000)
{
info.listBox.Items.Clear();
}
}
}