void Main()
{
try
{
panel1.Enabled = false;
panel2.Enabled = false;
panel3.Enabled = false;
panel4.Enabled = false;
LoadData();
File.Delete("1.txt");
File.Delete("2.txt");
File.Delete("3.txt");
string dirname = configuration.Filename + '_';
for (int i = 0; i < configuration.Size.Length; i++)
{
dirname += configuration.Size[i].ToString() + ';';
}
dirname = dirname.TrimEnd(';');
Directory.CreateDirectory(dirname);
progressBar1.Maximum = configuration.Webs;
for (int z = 0; z < configuration.Webs; z++)
{
progressBar1.Value = z;
int n = 0;
n += configuration.BackEnabled ? 1 : 0;
n += configuration.GenEnabled ? 1 : 0;
n += configuration.SwarmEnabled ? 1 : 0;
int k = 0;
progressBar2.Maximum = n * configuration.Count;
progressBar2.Value = 0;
this.Update();
if (configuration.BackEnabled)
{
FileStream stream = new FileStream(dirname + '\\' + res_back + '_' + configuration.BackInfluence.ToString() + extension, FileMode.Create);
StreamWriter writer = new StreamWriter(stream);
List <String> tmp = new List <string>();
if (File.Exists("1.txt"))
{
FileStream fileStream = new FileStream("1.txt", FileMode.Open);
StreamReader reader = new StreamReader(fileStream);
while (!reader.EndOfStream)
{
tmp.Add(reader.ReadLine());
}
fileStream.Close();
}
else
{
tmp.AddRange(new String[configuration.Count]);
}
Web web = new Web(configuration.Size, configuration.BackInfluence);
Stopwatch stopwatch = new Stopwatch();
for (int i = 0; i < configuration.Count; i++)
{
progressBar2.Value = i;
this.Update();
stopwatch.Restart();
web.Teach(_input1, _output1);
stopwatch.Stop();
tmp[i] += (web.GetMistake(_input2, _output2) / (_output2.GetLength(0) * _output2.GetLength(1) - 1)).ToString() + "\t" + stopwatch.ElapsedMilliseconds.ToString() + "\t\t";
}
for (int i = 0; i < configuration.Count; i++)
{
writer.WriteLine(tmp[i]);
}
writer.Flush();
writer.Close();
stream.Close();
File.Delete("1.txt");
File.Move(dirname + '\\' + res_back + '_' + configuration.BackInfluence.ToString() + extension, "1.txt");
k++;
FileStream Stream = new FileStream(dirname + '\\' + "example" + '_' + res_back + '_' + configuration.BackInfluence.ToString() + extension, FileMode.Create);
StreamWriter streamWriter = new StreamWriter(Stream);
for (int i = 0; i < _output2.GetLength(0); i++)
{
double[] otmp = new double[_output2.GetLength(1)];
double[] itmp = new double[_input2.GetLength(1)];
for (int j = 0; j < _output2.GetLength(1); j++)
{
streamWriter.Write(_output2[i, j].ToString() + '\t');
}
for (int j = 0; j < _input2.GetLength(1); j++)
{
itmp[j] = _input2[i, j];
}
web.Input = itmp;
otmp = web.Output;
streamWriter.Write("|\t");
for (int j = 0; j < otmp.GetLength(0); j++)
{
streamWriter.Write(otmp[j].ToString() + '\t');
}
streamWriter.WriteLine();
}
streamWriter.Flush();
streamWriter.Close();
Stream.Close();
}
if (configuration.GenEnabled)
{
FileStream stream = new FileStream(dirname + '\\' + res_gen
+ '_' + configuration.GenPoolSize.ToString() + '_' + configuration.GenMutate
+ '_' + configuration.GenMutateTime.ToString() + '_' + configuration.GenChange.ToString()
+ '_' + configuration.GenElite.ToString() + '_' + configuration.GenBirth.ToString()
+ '_' + configuration.GenM.ToString() + extension, FileMode.Create);
StreamWriter writer = new StreamWriter(stream);
List <String> tmp = new List <string>();
if (File.Exists("2.txt"))
{
FileStream fileStream = new FileStream("2.txt", FileMode.Open);
StreamReader reader = new StreamReader(fileStream);
while (!reader.EndOfStream)
{
tmp.Add(reader.ReadLine());
}
fileStream.Close();
}
else
{
tmp.AddRange(new String[configuration.Count]);
}
Genetic.size = configuration.Size;
Genetic genetic = new Genetic(configuration.GenPoolSize);
genetic.Mutatetime = configuration.GenMutateTime;
genetic.MutateRate = configuration.GenMutate;
genetic.Change = configuration.GenChange;
genetic.Elite = configuration.GenElite;
genetic.BirthRate = configuration.GenBirth;
genetic.M = configuration.GenM;
Stopwatch stopwatch = new Stopwatch();
int l = 0;
progressBar2.Value = k * configuration.Count;
for (int i = 0; i < configuration.Count; i++)
{
progressBar2.Value = k * configuration.Count + i;
this.Update();
stopwatch.Restart();
genetic.Generate(_input1, _output1);
stopwatch.Stop();
tmp[i] += (genetic.GetMistake(_input2, _output2) / (_output2.GetLength(0) * _output2.GetLength(1) - 1)).ToString() + "\t" + stopwatch.ElapsedMilliseconds.ToString() + "\t\t";
}
for (int i = 0; i < configuration.Count; i++)
{
writer.WriteLine(tmp[i]);
}
writer.Flush();
writer.Close();
stream.Close();
File.Delete("2.txt");
File.Move(dirname + '\\' + res_gen
+ '_' + configuration.GenPoolSize.ToString() + '_' + configuration.GenMutate
+ '_' + configuration.GenMutateTime.ToString() + '_' + configuration.GenChange.ToString()
+ '_' + configuration.GenElite.ToString() + '_' + configuration.GenBirth.ToString()
+ '_' + configuration.GenM.ToString() + extension, "2.txt");
k++;
FileStream Stream = new FileStream(dirname + '\\' + "example" + '_' + res_gen
+ '_' + configuration.GenPoolSize.ToString() + '_' + configuration.GenMutate
+ '_' + configuration.GenMutateTime.ToString() + '_' + configuration.GenChange.ToString()
+ '_' + configuration.GenElite.ToString() + '_' + configuration.GenBirth.ToString()
+ '_' + configuration.GenM.ToString() + extension, FileMode.Create);
StreamWriter streamWriter = new StreamWriter(Stream);
for (int i = 0; i < _output2.GetLength(0); i++)
{
double[] otmp = new double[_output2.GetLength(1)];
double[] itmp = new double[_input2.GetLength(1)];
for (int j = 0; j < _output2.GetLength(1); j++)
{
streamWriter.Write(_output2[i, j].ToString() + '\t');
}
for (int j = 0; j < _input2.GetLength(1); j++)
{
itmp[j] = _input2[i, j];
}
Web web = genetic.GetWeb();
web.Input = itmp;
otmp = web.Output;
streamWriter.Write("|\t");
for (int j = 0; j < otmp.GetLength(0); j++)
{
streamWriter.Write(otmp[j].ToString() + '\t');
}
streamWriter.WriteLine();
}
streamWriter.Flush();
streamWriter.Close();
Stream.Close();
}
if (configuration.SwarmEnabled)
{
FileStream stream = new FileStream(dirname + '\\' + res_swarm + '_' + configuration.SwarmPoolSize.ToString() + '_' + configuration.SwarmA1.ToString() + '_' + configuration.SwarmA2.ToString() + '_' + configuration.SwarmXLimit.ToString() + '_' + configuration.SwarmVLimit.ToString() + extension, FileMode.Create);
StreamWriter writer = new StreamWriter(stream);
List <String> tmp = new List <string>();
if (File.Exists("3.txt"))
{
FileStream fileStream = new FileStream("3.txt", FileMode.Open);
StreamReader reader = new StreamReader(fileStream);
while (!reader.EndOfStream)
{
tmp.Add(reader.ReadLine());
}
fileStream.Close();
}
else
{
tmp.AddRange(new String[configuration.Count]);
}
Swarm swarm = new Swarm(configuration.SwarmPoolSize, configuration.Size, configuration.SwarmXLimit, configuration.SwarmVLimit, configuration.SwarmA1, configuration.SwarmA2);
swarm.UpdateCoords(_input1, _output1);
Stopwatch stopwatch = new Stopwatch();
for (int i = 0; i < configuration.Count; i++)
{
progressBar2.Value = k * configuration.Count + i;
this.Update();
stopwatch.Restart();
swarm.Move(_input1, _output1);
stopwatch.Stop();
tmp[i] += (swarm.GetMistake(_input2, _output2) / (_output2.GetLength(0) * _output2.GetLength(1) - 1)).ToString() + "\t" + stopwatch.ElapsedMilliseconds.ToString() + "\t\t";
}
for (int i = 0; i < configuration.Count; i++)
{
writer.WriteLine(tmp[i]);
}
writer.Flush();
writer.Close();
stream.Close();
File.Delete("3.txt");
File.Move(dirname + '\\' + res_swarm + '_' + configuration.SwarmPoolSize.ToString() + '_' + configuration.SwarmA1.ToString()
+ '_' + configuration.SwarmA2.ToString() + '_' + configuration.SwarmXLimit.ToString() + '_' + configuration.SwarmVLimit.ToString() + extension, "3.txt");
FileStream Stream = new FileStream(dirname + '\\' + "example" + '_' + res_swarm + '_' + configuration.SwarmPoolSize.ToString() + '_' + configuration.SwarmA1.ToString()
+ '_' + configuration.SwarmA2.ToString() + '_' + configuration.SwarmXLimit.ToString() + '_' + configuration.SwarmVLimit.ToString() + extension, FileMode.Create);
StreamWriter streamWriter = new StreamWriter(Stream);
for (int i = 0; i < _output2.GetLength(0); i++)
{
double[] otmp = new double[_output2.GetLength(1)];
double[] itmp = new double[_input2.GetLength(1)];
for (int j = 0; j < _output2.GetLength(1); j++)
{
streamWriter.Write(_output2[i, j].ToString() + '\t');
}
for (int j = 0; j < _input2.GetLength(1); j++)
{
itmp[j] = _input2[i, j];
}
Web web = swarm.GetWeb();
web.Input = itmp;
otmp = web.Output;
streamWriter.Write("|\t");
for (int j = 0; j < otmp.GetLength(0); j++)
{
streamWriter.Write(otmp[j].ToString() + '\t');
}
streamWriter.WriteLine();
}
streamWriter.Flush();
streamWriter.Close();
Stream.Close();
}
}
if (File.Exists("1.txt"))
{
File.Move("1.txt", dirname + '\\' + res_back + '_' + configuration.BackInfluence.ToString() + extension);
}
if (File.Exists("2.txt"))
{
File.Move("2.txt", dirname + '\\' + res_gen
+ '_' + configuration.GenPoolSize.ToString() + '_' + configuration.GenMutate
+ '_' + configuration.GenMutateTime.ToString() + '_' + configuration.GenChange.ToString()
+ '_' + configuration.GenElite.ToString() + '_' + configuration.GenBirth.ToString()
+ '_' + configuration.GenM.ToString() + extension);
}
if (File.Exists("3.txt"))
{
File.Move("3.txt", dirname + '\\' + res_swarm + '_' + configuration.SwarmPoolSize.ToString() + '_' + configuration.SwarmA1.ToString() + '_' + configuration.SwarmA2.ToString() + '_' + configuration.SwarmXLimit.ToString() + '_' + configuration.SwarmVLimit.ToString() + extension);
}
MessageBox.Show("Обучение завершено!");
}
/*catch (Exception e)
* {
* MessageBox.Show(e.Message);
* }*/
finally
{
panel1.Enabled = true;
panel2.Enabled = true;
panel3.Enabled = true;
panel4.Enabled = true;
}
}