public void TransferWithRoulette(InstationGenerator tmp, AcoMaster tmr)
{
ArrayList trs = new ArrayList();
foreach (Entity el in elements)
{
Entity a = (Entity)el.Clone();
trs.Add(a);
}
tmp.CreateNewInstantion(trs, maintances, true, tmr);
}
public void Init(int size, int population, double smoothParam, double evarParam)
{
topValue.Clear();
topValuesTimes.Clear();
InstationGenerator instanceFirst = new InstationGenerator();
nonGMO = new ArrayList();
GMO = new ArrayList();
//int iter = 0;
int bestScore = Int32.MaxValue;
MyTimer.Start = DateTime.Now;
TimeSpan span = new TimeSpan(0, 0, 0);
//TimeSpan endVar = new TimeSpan(0, 0, 45);
while (1 == 1)
{
if ((span = DateTime.Now - MyTimer.Start) > endVar)
{
break;
}
populationHandler.Clear();
for (int i = 0; i < population; i++)
{
instanceFirst = new InstationGenerator
{
size = size
};
gen.TransferWithRoulette(instanceFirst, this);
if (instanceFirst.getInstantionScore() < bestScore)
{
bestScore = instanceFirst.getInstantionScore();
instanceBest = null;
instanceBest = instanceFirst;
string mods = "";
if (instanceBest.isModified == true)
{
GMO.Clear();
mods = "GMO!";
GMO.Add(bestScore);
}
else
{
nonGMO.Clear();
mods = "NGMO!";
nonGMO.Add(bestScore);
}
Console.WriteLine(bestScore + " " + mods);
//instanceFirst.PrintMachines();
topValue.Add(bestScore);
topValuesTimes.Add(string.Format("{0:ss}", (MyTimer.Start - DateTime.Now)));
}
//Console.WriteLine(instanceFirst.getInstantionScore());
//instanceFirst.PrintMachines();
populationHandler.Add(instanceFirst);
}
//Console.WriteLine("*BEEP* : " + iter);
//iter = 0;
ArrayList topElements = new ArrayList();
for (int s = 0; s < 5; s++)
{
Random rnd = new Random();
int rulette = rnd.Next(0, 10);
int tmpPos = 0;
int maxValue = 0;
int positionAtList = 0;
if (rulette < 10)
{
foreach (InstationGenerator instance in populationHandler)
{
if (instance.getInstantionScore() > maxValue)
{
maxValue = instance.getInstantionScore();
positionAtList = tmpPos;
}
tmpPos++;
}
}
else
{
positionAtList = rnd.Next(0, (populationHandler.Count - 1));
}
topElements.Add((InstationGenerator)populationHandler[positionAtList]);
populationHandler.RemoveAt(positionAtList);
}
//evar
for (int ix = 0; ix < size; ix++)
{
for (int iy = 0; iy < size; iy++)
{
if (arr[ix, iy] > 0)
{
if (arr[ix, iy] > 0)
{
arr[ix, iy] = Evaporate(arr[ix, iy], evarParam);
}
if (arrx2[ix, iy] > 0)
{
arrx2[ix, iy] = Evaporate(arrx2[ix, iy], evarParam);
}
}
}
}
//grants new values
//1st machine
double grants = 1;
foreach (InstationGenerator instance in topElements)
{
ArrayList tmp = instance.getFirstMachine();
int previous = 0, actual = 0;
foreach (Entity element in tmp)
{
if (element.GetTypeOfEntity() == 0)
{
previous = actual;
actual = element.GetOperationID();
if (previous == actual)
{
continue;
}
arr[previous, actual] += grants;
arr[previous, actual] = Smooth(0.1, arr[previous, actual], smoothParam);
}
}
grants = (grants - 0.1);
}
//2nd machine
grants = 1;
foreach (InstationGenerator instance in topElements)
{
ArrayList tmp = instance.getSecondMachine();
int previous = 0, actual = 0;
foreach (Entity element in tmp)
{
if (element.GetTypeOfEntity() == 0)
{
previous = actual;
actual = element.GetOperationID();
if (previous == actual)
{
continue;
}
arrx2[previous, actual] += grants;
arrx2[previous, actual] = Smooth(0.1, arrx2[previous, actual], smoothParam);
}
}
grants = (grants - 0.1);
}
// smooth
}
//best one
string mod = "";
if (instanceBest.isModified == true)
{
mod = "GMO!";
}
else
{
mod = "GMO Free!";
}
Console.WriteLine("Best score found: " + instanceBest.getInstantionScore() + " " + mod);
SaveScores();
SaveOutput(smoothParam, evarParam);
//instanceBest.PrintMachines();
}