public void SaveGenerationToTxt(string filePath)
{
for (int i = 0; i < Population.Count; i++)
{
FileReadWrite.WriteToTxtFile(filePath + i + ".red", Population[i].ToString());
}
}
public void CalculateFitness(float max)
{
fitnessSum = 0;
DNA <T> best = Population[0];
for (int i = 0; i < Population.Count; i++)
{
fitnessSum += Population[i].CalculateFitness(i);
if (Population[i].Fitness > best.Fitness)
{
best = Population[i];
}
if (Population[i].Fitness > max)
{
FileReadWrite.WriteNajbolji("../../../Podaci/Najbolji.red", best, Generation, Population[i].Fitness);
}
}
BestFitness = best.Fitness;
best.Genes.CopyTo(BestGenes, 0);
}
static void Main(string[] args)
{
Directory.CreateDirectory("../../../Populacija"); //Pravi folder gde ce se cuvati jedinke posebno
Directory.CreateDirectory("../../../Podaci"); //Pravi folder za cuvanje podataka
//dodavanje komentara zbog budjavog gita, spalicu te ako ne budes radio.
int scoreKita = 0; //skor iz jedne borbe
float averageScore = 0; //prosecan skor cele generacije
float scoreSum = 0; //suma skorova cele generacije
int populationSize = 50; //misterija
float mutationRate = 0.02f; //stepen mutacije
int elitism = 2; //broj najboljih jedinki koje nece biti promenjene u sledecoj generaciji
GeneticAlgorithm <string> geneticAlgorithm = new GeneticAlgorithm <string>();
Random random = new Random();
string[] DozvoljeniOpCode = { "DAT", "MOV", "DJN", "ADD", "SUB", "MUL", "DIV", "JMP", "JMZ", "JMN", "SPL", "SEQ", "NOP" }; //jasno
char[] DozvoljeniAdrModovi = { '#', '$', '*', '@', '<', '>', '{', '}' }; //jasno
string podaciPath = "../../../Podaci/Podaci.txt"; //putanja do txt-a gde se cuvaju avg i max generacije
string PopulacijaPath = "../../../Populacija/Pokemon"; //dep putanje do fajla gde se cuvaju jedinke
geneticAlgorithm = new GeneticAlgorithm <string>(populationSize, 20, random, GetRandomGene, FitnessFunction, elitism, mutationRate); //pravi novu generaciju
//geneticAlgorithm = new GeneticAlgorithm<string>(20, random, LoadGene, FitnessFunction, elitism, mutationRate);
geneticAlgorithm.SaveGenerationToTxt(PopulacijaPath);
float maxBestFitness = 0; //najbolji skor ikada
while (geneticAlgorithm.Generation < 5000)
{
scoreSum = 0; //stavlja skor generacije na 0
averageScore = 0; //prosecan skor na 0
geneticAlgorithm.NewGeneration(maxBestFitness); //pravi novu generaciju
averageScore = scoreSum / geneticAlgorithm.Population.Count; //racuna prosecan skor
geneticAlgorithm.SaveGenerationToTxt(PopulacijaPath); //cuva jedinke u fajlove posebno
FileReadWrite.WritePodaci(podaciPath, geneticAlgorithm.BestFitness, averageScore, geneticAlgorithm.Generation); //cuva podatke u fajl
Console.WriteLine("Average score: " + averageScore);
Console.WriteLine("Najjaci pokemon u ovoj generaciji: " + geneticAlgorithm.BestFitness);
if (geneticAlgorithm.BestFitness > maxBestFitness)
{ //ako se u generaciji nasao neko sa vecim skorom od najboljeg do sada, onda taj skor sada postaje najbolji
maxBestFitness = geneticAlgorithm.BestFitness;
}
}
Console.ReadKey();
string GetRandomGene() //pravi jednu random liniju red-code-a
{
string linija;
int OpCodeIndex, AdrModeAIndex, AdrModeBIndex, OperandA, OperandB;
OpCodeIndex = random.Next(DozvoljeniOpCode.Length);
AdrModeAIndex = random.Next(DozvoljeniAdrModovi.Length);
AdrModeBIndex = random.Next(DozvoljeniAdrModovi.Length);
//OperandA = random.Next(-4000, 4000);
//OperandB = random.Next(-4000, 4000);
OperandA = NormalDistributionRandom.NextGaussian(random, 0, 50); //Operandi sa normalnom distribucijom
OperandB = NormalDistributionRandom.NextGaussian(random, 0, 50); // -||-
linija = DozvoljeniOpCode[OpCodeIndex] + " " + DozvoljeniAdrModovi[AdrModeAIndex] + OperandA + ", " + DozvoljeniAdrModovi[AdrModeBIndex] + OperandB + " ";
return(linija);
}
float FitnessFunction(int i) //izracunava fitness/skor jedne jedinke, msm
{
float score = 0;
score = LaunchCommandLineApp(i);
return(score);
}
float LaunchCommandLineApp(int i) //pokrece pmars-server za odrzavanje bitki
{
float scoreJedinke = 0;
string line = "";
// Odabrani ratnici za benchmark
string gladijator1 = "BLUEFUNK.red";
string gladijator2 = "CANNON.red";
string gladijator3 = "FSTORM.red";
string gladijator4 = "IRONGATE.red";
string gladijator5 = "MARCIA13.red";
string gladijator6 = "NOBODY.red";
string gladijator7 = "PAPERONE.red";
string gladijator8 = "PSWING.red";
string gladijator9 = "RAVE.red";
string gladijator10 = "THERMITE.red";
string gladijator11 = "TIME.red";
string gladijator12 = "TORNADO.red";
// StartInfo klasa, za pokretanje nekog procesa iz cmd-a, jako korisna stvar!
ProcessStartInfo startInfo = new ProcessStartInfo();
startInfo.CreateNoWindow = false;
startInfo.UseShellExecute = false;
startInfo.FileName = "../../../pmars-server/pmars-server.exe";
startInfo.WindowStyle = ProcessWindowStyle.Normal;
startInfo.RedirectStandardOutput = true;
startInfo.RedirectStandardError = true;
//svaka while petlja je borba sa jednim gladijatorom, svaka borba ima broj rundi kao sto pise u startInfo.Arguments
try
{
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator1 + " -r 50";
Process exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores")) //izvlaci podatak o skoru
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit(); //saceka da se proces zavrsi
scoreJedinke += scoreKita; //sracunava skor jedinke
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator2 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator3 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator4 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator5 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator6 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator7 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator8 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator9 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator10 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator11 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
startInfo.Arguments = "../../../Populacija/Pokemon" + i + ".red ../../../pmars-server/Basic_Warriors/" + gladijator12 + " -r 50";
exeProcess = Process.Start(startInfo);
while (exeProcess.StandardOutput.EndOfStream == false)
{
line = exeProcess.StandardOutput.ReadLine();
if (line.Contains("scores"))
{
string[] data = line.Split(' ');
scoreKita = int.Parse(data[data.Length - 1]);
break;
}
}
exeProcess.WaitForExit();
scoreJedinke += scoreKita;
//--------------------------------------------------------------
scoreJedinke = scoreJedinke / 12 + 1;
scoreSum += scoreJedinke;
Console.WriteLine("Pokemon" + i + " Generacija " + geneticAlgorithm.Generation + ": " + scoreJedinke);
return(scoreJedinke);
}
catch (Exception e)
{
Console.WriteLine(e.Message);
return(0);
}
}
}
