public double survive()
{
SlotMachineSimulation simulation = null;
/*
* Re-evaluate target.
*/
if (Util.REEVALUATE_TARGET_VECTOR == true)
{
Console.WriteLine("REEVALUATE_TARGET_VECTOR");
simulation = new SlotMachineSimulation();
simulation.load(population [targetIndex]);
simulation.simulate(symbolsDiversity);
fitness [targetIndex] = simulation.costFunction(targetRtp, symbolsDiversity);
if (fitness [bestIndex] > fitness [targetIndex])
{
bestIndex = targetIndex;
}
}
/*
* Evaluate new solution.
*/
Console.WriteLine("Evaluate new solution");
simulation = new SlotMachineSimulation();
simulation.load(offspring);
simulation.simulate(symbolsDiversity);
double cost = simulation.costFunction(targetRtp, symbolsDiversity);
/*
* If better solution is not found - exit.
*/
if (cost >= fitness [targetIndex])
{
return(fitness[targetIndex]);
}
fitness [targetIndex] = cost;
for (int i = 0; i < offspring.Length; i++)
{
for (int j = 0; j < offspring [i].Length; j++)
{
population [targetIndex] [i] [j] = offspring [i] [j];
}
}
if (fitness [bestIndex] > fitness [targetIndex])
{
bestIndex = targetIndex;
}
return(cost);
}
public static void Main(string[] args)
{
double[] targets = { 0.90, 0.91, 0.92, 0.93, 0.94, 0.95, 0.96, 0.97, 0.98, 0.99 };
int[][][] reels =
{
/* 90% */
new int[][] {
new int[] { 10, 12, 6, 4, 7, 10, 4, 5, 7, 12, 6, 9, 3, 5, 8, 10, 9, 6, 11, 8, 10, 4, 7, 9, 4, 12, 3, 7, 11, 6, 10, 5, 4, 8, 11, 3, 8, 10, 11, 5, 7, 4, 6, 9, 3, 10, 11, 9, 5, 4, 3, 6, 12, 7, 6, 4, 7, 5, 8, 10, 11, 5, 8, },
new int[] { 10, 3, 6, 5, 11, 7, 12, 5, 4, 11, 8, 9, 11, 3, 9, 5, 12, 6, 8, 11, 12, 3, 4, 6, 11, 10, 5, 6, 7, 12, 8, 4, 9, 12, 3, 6, 12, 8, 9, 3, 6, 10, 3, 7, 5, 3, 9, 10, 3, 4, 11, 10, 3, 8, 5, 7, 8, 12, 6, 11, 7, 8, 12, },
new int[] { 9, 4, 5, 12, 7, 5, 8, 10, 9, 4, 5, 6, 10, 11, 8, 5, 6, 8, 9, 7, 11, 6, 8, 12, 7, 9, 4, 6, 9, 12, 8, 4, 7, 5, 8, 6, 11, 8, 4, 7, 8, 12, 10, 8, 5, 7, 12, 5, 8, 3, 6, 11, 4, 5, 10, 11, 4, 3, 11, 4, 5, 11, 12, },
new int[] { 3, 10, 8, 3, 10, 11, 5, 12, 6, 9, 7, 5, 3, 9, 6, 7, 5, 12, 8, 5, 4, 7, 5, 11, 6, 4, 12, 10, 6, 4, 11, 10, 3, 7, 6, 10, 7, 12, 11, 9, 6, 12, 5, 7, 4, 3, 12, 8, 3, 5, 7, 9, 4, 5, 3, 4, 10, 6, 3, 9, 7, 12, 5, },
new int[] { 10, 5, 12, 6, 11, 7, 12, 5, 10, 9, 6, 12, 11, 5, 8, 10, 7, 4, 8, 3, 6, 12, 11, 10, 5, 7, 6, 10, 7, 3, 6, 11, 10, 6, 9, 10, 7, 9, 10, 11, 8, 12, 4, 5, 6, 9, 4, 8, 3, 7, 4, 5, 7, 11, 9, 10, 7, 8, 4, 6, 7, 5, 4, },
},
/* 91% */
new int[][] {
new int[] { 7, 10, 3, 9, 6, 10, 11, 5, 4, 9, 11, 4, 3, 7, 9, 5, 7, 9, 4, 5, 8, 9, 11, 10, 5, 8, 12, 3, 9, 7, 4, 11, 12, 4, 6, 9, 10, 6, 5, 11, 8, 5, 10, 6, 11, 12, 9, 7, 11, 3, 8, 7, 5, 6, 11, 7, 10, 4, 9, 6, 10, 4, 9, },
new int[] { 3, 6, 8, 4, 10, 6, 12, 10, 8, 11, 12, 5, 11, 8, 4, 10, 12, 9, 7, 4, 5, 7, 9, 3, 7, 5, 10, 11, 7, 10, 11, 6, 4, 8, 12, 4, 3, 6, 8, 11, 5, 9, 6, 10, 9, 5, 8, 7, 3, 10, 8, 9, 11, 5, 7, 4, 8, 6, 7, 11, 4, 5, 7, },
new int[] { 5, 7, 8, 10, 3, 8, 7, 4, 8, 11, 12, 5, 9, 8, 5, 9, 6, 4, 9, 8, 11, 7, 4, 10, 6, 4, 11, 9, 8, 7, 6, 11, 9, 4, 11, 8, 5, 7, 6, 10, 4, 8, 6, 11, 8, 12, 11, 7, 6, 8, 4, 9, 3, 8, 11, 6, 4, 5, 12, 3, 5, 7, 6, },
new int[] { 9, 4, 5, 8, 3, 12, 7, 4, 11, 9, 7, 6, 8, 10, 4, 12, 7, 9, 11, 4, 3, 9, 7, 3, 4, 12, 11, 9, 8, 3, 12, 10, 3, 9, 10, 6, 11, 4, 3, 9, 11, 12, 10, 11, 8, 4, 10, 7, 12, 4, 5, 7, 3, 11, 6, 7, 8, 9, 10, 11, 4, 10, 3, },
new int[] { 9, 6, 7, 8, 12, 10, 9, 12, 7, 5, 12, 10, 7, 3, 10, 4, 3, 7, 8, 5, 3, 10, 9, 11, 6, 8, 3, 10, 4, 5, 11, 9, 6, 3, 8, 6, 10, 12, 5, 8, 10, 11, 7, 4, 8, 10, 12, 7, 5, 10, 4, 3, 10, 8, 11, 6, 4, 10, 12, 7, 6, 11, 8, },
},
/* 92% */
new int[][] {
new int[] { 8, 7, 3, 12, 6, 10, 11, 9, 6, 5, 9, 11, 5, 6, 7, 8, 5, 9, 10, 12, 4, 6, 10, 8, 5, 6, 9, 11, 6, 4, 9, 10, 12, 9, 11, 4, 6, 12, 5, 9, 12, 7, 5, 11, 7, 12, 3, 4, 10, 3, 9, 5, 7, 6, 11, 7, 8, 10, 3, 7, 8, 6, 10, },
new int[] { 3, 11, 4, 12, 7, 4, 10, 5, 9, 8, 3, 9, 4, 7, 5, 4, 10, 11, 8, 12, 6, 8, 4, 12, 8, 10, 9, 8, 10, 4, 5, 6, 10, 12, 5, 11, 3, 10, 5, 8, 7, 10, 5, 7, 12, 6, 11, 9, 7, 8, 9, 6, 4, 9, 7, 6, 8, 10, 7, 6, 5, 9, 4, },
new int[] { 8, 4, 9, 8, 5, 9, 3, 4, 9, 5, 3, 9, 4, 6, 7, 4, 5, 9, 8, 12, 5, 10, 11, 6, 5, 4, 9, 5, 11, 8, 3, 11, 12, 7, 5, 3, 7, 9, 12, 8, 6, 11, 9, 7, 5, 11, 7, 4, 10, 5, 6, 3, 11, 7, 8, 4, 9, 10, 4, 9, 5, 3, 9, },
new int[] { 11, 9, 7, 5, 8, 3, 5, 6, 11, 5, 10, 6, 4, 7, 9, 5, 4, 10, 7, 5, 4, 3, 11, 4, 12, 8, 4, 7, 8, 3, 5, 10, 11, 5, 7, 9, 5, 3, 9, 4, 6, 5, 11, 4, 3, 6, 11, 9, 7, 12, 10, 7, 11, 9, 3, 4, 8, 12, 5, 6, 7, 3, 10, },
new int[] { 10, 12, 4, 11, 3, 4, 9, 5, 10, 11, 12, 9, 10, 3, 5, 4, 11, 8, 7, 5, 3, 11, 6, 7, 12, 6, 8, 5, 10, 11, 6, 4, 10, 7, 5, 11, 9, 8, 4, 6, 9, 3, 11, 8, 6, 12, 11, 6, 5, 12, 10, 5, 9, 8, 10, 4, 5, 3, 6, 7, 11, 9, 8, },
},
/* 93% */
new int[][] {
new int[] { 7, 9, 6, 10, 8, 3, 4, 8, 10, 6, 7, 10, 5, 8, 4, 9, 6, 10, 12, 11, 3, 8, 5, 7, 4, 6, 8, 4, 11, 3, 8, 6, 12, 11, 7, 12, 3, 9, 11, 5, 8, 4, 5, 10, 7, 4, 10, 9, 3, 6, 7, 4, 5, 10, 9, 6, 4, 10, 8, 11, 4, 10, 6, },
new int[] { 5, 7, 10, 9, 6, 11, 12, 6, 9, 3, 7, 4, 11, 6, 4, 7, 6, 3, 5, 7, 8, 11, 5, 9, 4, 6, 9, 5, 8, 7, 6, 5, 9, 10, 7, 5, 8, 10, 11, 5, 6, 4, 7, 11, 5, 12, 10, 9, 7, 6, 11, 5, 10, 6, 11, 9, 12, 8, 5, 7, 3, 8, 4, },
new int[] { 10, 7, 11, 10, 5, 4, 10, 6, 11, 12, 7, 10, 9, 12, 10, 6, 12, 4, 9, 12, 4, 9, 8, 5, 7, 10, 3, 11, 8, 10, 7, 3, 9, 7, 12, 6, 11, 4, 7, 8, 9, 3, 4, 9, 12, 5, 3, 7, 11, 3, 7, 5, 8, 9, 7, 4, 6, 5, 3, 9, 6, 11, 3, },
new int[] { 8, 9, 7, 5, 4, 7, 6, 11, 12, 4, 10, 12, 9, 6, 7, 5, 3, 10, 4, 12, 5, 9, 8, 10, 9, 5, 10, 12, 5, 6, 10, 12, 4, 8, 5, 4, 11, 9, 7, 12, 11, 6, 9, 3, 8, 11, 4, 6, 7, 11, 6, 3, 5, 4, 10, 6, 5, 4, 10, 7, 6, 9, 10, },
new int[] { 10, 12, 6, 5, 4, 11, 3, 12, 7, 4, 6, 9, 8, 4, 11, 6, 9, 7, 3, 6, 9, 3, 10, 7, 6, 4, 11, 5, 9, 7, 6, 11, 10, 5, 8, 4, 12, 3, 10, 8, 6, 12, 7, 10, 4, 6, 10, 9, 7, 12, 8, 4, 7, 11, 3, 6, 9, 4, 3, 12, 11, 6, 8, },
},
/* 94% */
new int[][] {
new int[] { 10, 4, 9, 6, 11, 12, 9, 10, 5, 8, 6, 7, 12, 3, 5, 11, 12, 4, 7, 9, 6, 3, 7, 6, 11, 8, 12, 10, 8, 7, 5, 11, 12, 9, 7, 4, 5, 10, 8, 9, 4, 3, 6, 8, 3, 7, 5, 4, 9, 6, 8, 5, 4, 11, 5, 4, 11, 7, 6, 5, 11, 9, 12, },
new int[] { 8, 4, 12, 7, 6, 8, 9, 6, 5, 4, 10, 5, 8, 4, 10, 6, 7, 4, 10, 5, 3, 6, 11, 10, 6, 4, 12, 8, 5, 10, 9, 12, 5, 7, 6, 8, 12, 6, 11, 12, 7, 5, 12, 10, 5, 11, 9, 12, 3, 11, 10, 7, 3, 9, 11, 7, 4, 8, 11, 9, 4, 12, 10, },
new int[] { 12, 4, 3, 6, 12, 9, 4, 7, 11, 10, 8, 3, 11, 9, 4, 7, 8, 6, 3, 9, 10, 6, 9, 7, 10, 3, 9, 6, 10, 11, 9, 5, 3, 6, 8, 7, 3, 10, 11, 9, 10, 6, 5, 4, 11, 8, 5, 9, 8, 4, 11, 5, 9, 12, 4, 6, 5, 4, 8, 6, 12, 5, 3, },
new int[] { 5, 7, 9, 3, 7, 9, 4, 3, 6, 5, 4, 12, 10, 11, 3, 5, 7, 6, 10, 4, 5, 6, 7, 11, 3, 12, 6, 8, 11, 7, 5, 3, 12, 5, 6, 3, 11, 12, 3, 9, 12, 4, 11, 8, 5, 3, 9, 8, 10, 3, 11, 8, 5, 9, 7, 8, 9, 11, 10, 4, 7, 3, 10, },
new int[] { 7, 8, 5, 9, 6, 7, 10, 12, 9, 3, 7, 8, 6, 11, 8, 7, 4, 9, 6, 7, 10, 11, 12, 7, 9, 6, 4, 8, 3, 10, 6, 4, 7, 3, 9, 6, 11, 5, 3, 6, 10, 12, 5, 11, 3, 12, 8, 7, 5, 6, 7, 8, 12, 7, 5, 12, 7, 5, 9, 3, 8, 9, 10, },
},
/* 95% */
new int[][] {
new int[] { 10, 5, 9, 12, 3, 8, 4, 7, 8, 3, 12, 9, 6, 4, 10, 7, 9, 3, 8, 4, 5, 9, 12, 4, 5, 11, 12, 6, 3, 5, 8, 3, 10, 7, 9, 4, 8, 5, 11, 8, 4, 12, 8, 5, 6, 7, 3, 11, 10, 6, 4, 10, 12, 5, 4, 8, 10, 7, 11, 10, 6, 3, 8, },
new int[] { 5, 6, 10, 3, 5, 10, 11, 5, 9, 6, 3, 12, 7, 11, 10, 6, 7, 4, 12, 10, 9, 6, 11, 9, 5, 8, 4, 6, 5, 7, 11, 4, 10, 11, 9, 3, 4, 10, 11, 9, 8, 5, 12, 8, 4, 10, 11, 9, 12, 6, 9, 12, 7, 6, 9, 5, 8, 4, 5, 11, 9, 6, 8, },
new int[] { 7, 4, 6, 5, 10, 8, 6, 10, 5, 4, 7, 9, 10, 7, 12, 11, 5, 6, 7, 5, 4, 10, 6, 3, 12, 4, 9, 5, 11, 6, 9, 8, 12, 4, 7, 3, 10, 11, 7, 12, 10, 4, 11, 5, 3, 9, 8, 10, 9, 12, 11, 6, 10, 9, 11, 4, 7, 6, 8, 5, 4, 6, 11, },
new int[] { 9, 12, 3, 6, 10, 3, 4, 5, 7, 4, 5, 8, 9, 10, 12, 5, 4, 8, 5, 11, 12, 10, 3, 11, 6, 5, 12, 3, 6, 8, 4, 10, 8, 7, 6, 12, 8, 5, 3, 6, 10, 9, 5, 7, 9, 5, 8, 10, 3, 12, 5, 11, 3, 5, 4, 10, 3, 4, 8, 3, 6, 7, 4, },
new int[] { 12, 8, 9, 7, 8, 6, 5, 11, 3, 5, 7, 9, 6, 3, 11, 4, 12, 7, 3, 5, 8, 11, 4, 5, 11, 7, 9, 3, 10, 5, 3, 7, 8, 4, 9, 6, 7, 8, 4, 10, 3, 12, 10, 7, 5, 12, 6, 9, 10, 5, 7, 9, 12, 10, 5, 6, 12, 11, 8, 3, 10, 4, 3, },
},
/* 96% */
new int[][] {
new int[] { 3, 4, 10, 7, 11, 9, 6, 7, 4, 8, 9, 10, 3, 7, 12, 6, 7, 5, 6, 4, 11, 7, 10, 11, 6, 7, 10, 3, 11, 6, 10, 8, 4, 12, 3, 5, 8, 4, 9, 11, 6, 10, 5, 8, 12, 7, 4, 10, 7, 5, 12, 4, 6, 12, 11, 5, 9, 8, 12, 5, 8, 9, 7, },
new int[] { 9, 3, 5, 6, 8, 4, 5, 6, 11, 7, 9, 11, 10, 9, 5, 6, 12, 3, 6, 9, 5, 8, 6, 9, 3, 7, 11, 10, 7, 4, 6, 12, 9, 11, 4, 3, 7, 12, 3, 5, 9, 10, 7, 11, 8, 12, 7, 5, 3, 7, 10, 12, 9, 11, 4, 7, 3, 4, 5, 9, 4, 12, 11, },
new int[] { 5, 11, 4, 9, 7, 12, 4, 8, 10, 6, 8, 9, 5, 3, 10, 4, 3, 6, 12, 4, 8, 10, 6, 12, 8, 6, 12, 10, 7, 11, 4, 8, 11, 12, 10, 11, 4, 9, 8, 5, 3, 7, 5, 8, 12, 10, 6, 5, 11, 12, 9, 4, 6, 5, 12, 4, 8, 5, 9, 7, 10, 4, 3, },
new int[] { 12, 6, 5, 7, 11, 8, 6, 5, 11, 9, 6, 7, 8, 12, 3, 11, 5, 10, 8, 5, 11, 4, 5, 10, 11, 5, 12, 8, 10, 11, 8, 6, 4, 9, 3, 6, 8, 11, 6, 12, 5, 4, 8, 10, 5, 6, 9, 10, 3, 11, 7, 5, 8, 7, 5, 8, 12, 3, 4, 9, 10, 8, 3, },
new int[] { 9, 3, 8, 11, 7, 8, 11, 4, 5, 3, 11, 12, 6, 5, 9, 7, 5, 9, 10, 3, 4, 7, 3, 8, 11, 9, 7, 5, 12, 6, 8, 12, 3, 4, 6, 5, 7, 4, 5, 12, 11, 5, 3, 7, 9, 6, 11, 9, 7, 10, 6, 11, 5, 8, 9, 10, 8, 12, 11, 10, 7, 5, 10, },
},
/* 97% */
new int[][] {
new int[] { 10, 4, 6, 10, 9, 8, 3, 10, 11, 4, 10, 6, 8, 10, 3, 7, 11, 3, 4, 7, 6, 5, 3, 12, 6, 5, 12, 3, 8, 4, 7, 8, 4, 11, 6, 4, 8, 7, 5, 12, 9, 3, 12, 9, 7, 5, 9, 11, 3, 6, 10, 5, 6, 12, 8, 3, 12, 8, 5, 7, 6, 8, 7, },
new int[] { 11, 6, 7, 5, 8, 3, 12, 11, 8, 4, 5, 8, 4, 9, 11, 6, 8, 7, 4, 6, 11, 12, 6, 10, 5, 7, 12, 9, 7, 12, 8, 6, 4, 12, 11, 8, 5, 7, 10, 12, 6, 10, 9, 12, 3, 6, 4, 9, 6, 4, 5, 9, 4, 7, 9, 5, 11, 3, 12, 7, 5, 6, 8, },
new int[] { 7, 10, 5, 8, 11, 5, 4, 7, 10, 5, 3, 9, 7, 11, 5, 6, 4, 11, 10, 8, 4, 12, 11, 5, 9, 10, 7, 6, 9, 8, 6, 10, 11, 5, 8, 3, 5, 9, 11, 10, 6, 4, 10, 5, 7, 9, 11, 4, 5, 8, 3, 6, 4, 9, 3, 7, 11, 5, 8, 12, 5, 9, 11, },
new int[] { 4, 5, 11, 8, 6, 3, 7, 8, 6, 4, 7, 6, 11, 7, 5, 4, 11, 7, 10, 11, 8, 6, 9, 3, 12, 6, 4, 7, 5, 6, 10, 12, 9, 10, 5, 7, 4, 8, 11, 10, 4, 9, 12, 10, 9, 3, 11, 12, 4, 7, 8, 9, 7, 8, 12, 4, 8, 3, 9, 6, 5, 8, 10, },
new int[] { 11, 4, 12, 11, 5, 8, 4, 11, 9, 3, 6, 10, 3, 7, 4, 6, 5, 7, 10, 8, 5, 11, 7, 9, 4, 8, 11, 9, 12, 6, 9, 12, 7, 8, 9, 7, 4, 11, 8, 10, 7, 4, 5, 9, 7, 8, 10, 3, 5, 11, 12, 6, 10, 4, 9, 11, 7, 5, 4, 11, 8, 6, 10, },
},
/* 98% */
new int[][] {
new int[] { 5, 7, 11, 10, 6, 7, 12, 6, 7, 9, 10, 5, 6, 7, 8, 3, 7, 6, 4, 7, 5, 6, 9, 5, 12, 11, 8, 6, 10, 4, 11, 10, 6, 8, 10, 5, 4, 8, 6, 10, 11, 4, 7, 9, 5, 12, 3, 8, 4, 10, 7, 5, 11, 8, 6, 4, 12, 11, 7, 3, 12, 4, 9, },
new int[] { 11, 6, 9, 7, 4, 9, 12, 6, 3, 9, 11, 10, 12, 4, 7, 10, 12, 9, 10, 5, 4, 7, 10, 4, 5, 6, 4, 3, 9, 8, 7, 5, 9, 7, 8, 5, 11, 6, 4, 8, 6, 3, 7, 6, 4, 9, 6, 8, 5, 7, 10, 4, 7, 3, 10, 11, 9, 12, 5, 6, 4, 10, 8, },
new int[] { 8, 10, 7, 9, 4, 12, 3, 11, 5, 10, 7, 12, 11, 9, 3, 11, 10, 7, 11, 8, 6, 3, 5, 11, 7, 4, 11, 8, 9, 5, 11, 4, 12, 10, 5, 12, 6, 3, 7, 10, 4, 5, 7, 6, 11, 5, 4, 7, 3, 6, 7, 4, 9, 12, 7, 8, 11, 4, 7, 9, 10, 5, 7, },
new int[] { 12, 7, 3, 6, 7, 10, 12, 3, 5, 11, 4, 6, 12, 8, 6, 3, 11, 8, 5, 11, 7, 5, 4, 6, 8, 4, 3, 10, 4, 5, 11, 10, 6, 7, 5, 4, 9, 7, 5, 3, 11, 8, 10, 3, 9, 5, 10, 7, 9, 10, 5, 6, 3, 10, 7, 5, 9, 11, 7, 10, 9, 11, 6, },
new int[] { 3, 12, 7, 3, 6, 12, 7, 4, 12, 3, 7, 8, 11, 3, 4, 7, 9, 5, 11, 7, 8, 4, 10, 3, 8, 11, 3, 7, 8, 5, 7, 10, 3, 11, 12, 9, 7, 4, 9, 11, 10, 7, 5, 8, 4, 11, 9, 3, 8, 5, 6, 11, 12, 8, 3, 10, 6, 3, 10, 11, 3, 8, 7, },
},
/* 99% */
new int[][] {
new int[] { 11, 6, 7, 11, 5, 10, 9, 8, 4, 10, 6, 3, 7, 9, 6, 5, 4, 11, 12, 10, 6, 5, 7, 11, 12, 5, 4, 7, 10, 11, 7, 9, 11, 7, 6, 10, 8, 5, 9, 4, 12, 6, 11, 8, 10, 7, 3, 9, 10, 7, 4, 6, 10, 8, 4, 6, 3, 4, 8, 3, 6, 4, 7, },
new int[] { 11, 3, 8, 4, 5, 3, 10, 6, 4, 5, 11, 7, 10, 3, 6, 8, 4, 10, 7, 12, 5, 10, 11, 9, 8, 4, 5, 7, 11, 3, 4, 7, 10, 12, 6, 4, 10, 6, 7, 10, 12, 5, 3, 11, 8, 5, 3, 7, 6, 4, 11, 9, 8, 11, 4, 5, 6, 10, 7, 11, 10, 8, 6, },
new int[] { 10, 4, 12, 3, 10, 9, 7, 5, 10, 7, 8, 10, 4, 9, 6, 5, 10, 6, 8, 5, 12, 10, 5, 6, 10, 4, 7, 8, 11, 5, 9, 3, 5, 8, 12, 7, 6, 11, 3, 6, 12, 10, 7, 3, 9, 6, 4, 12, 11, 9, 5, 7, 9, 6, 12, 7, 5, 9, 11, 7, 4, 8, 7, },
new int[] { 6, 9, 11, 10, 8, 9, 6, 5, 11, 8, 5, 7, 12, 9, 11, 7, 10, 11, 7, 6, 9, 4, 3, 8, 5, 4, 11, 7, 4, 9, 11, 6, 9, 12, 4, 6, 3, 8, 6, 12, 10, 9, 11, 5, 10, 4, 7, 11, 3, 4, 8, 11, 4, 5, 11, 12, 8, 3, 9, 7, 8, 5, 7, },
new int[] { 5, 9, 10, 11, 4, 5, 8, 4, 10, 5, 6, 11, 10, 6, 8, 3, 6, 7, 11, 6, 9, 10, 12, 4, 10, 12, 4, 8, 9, 4, 6, 9, 12, 4, 5, 11, 3, 8, 7, 4, 10, 5, 6, 8, 4, 3, 11, 5, 8, 9, 10, 5, 8, 3, 6, 11, 8, 7, 12, 4, 5, 10, 8, },
},
};
for (int i = 0; i < targets.Length && i < reels.Length; i++)
{
DiscreteDifferentialEvolution dde = new DiscreteDifferentialEvolution(reels[i], targets[i], 3);
dde.optimize();
//Console.WriteLine( dde );
SlotMachineSimulation simulation = new SlotMachineSimulation();
simulation.load(dde.best());
simulation.simulate(3);
Console.WriteLine("Target RTP:\t" + targets[i]);
Console.WriteLine();
Console.WriteLine(dde);
Console.WriteLine(simulation);
}
}
public DiscreteDifferentialEvolution(int[][] reels, double targetRtp, int symbolsDiversity)
{
if (reels.Length != NUMBER_OF_REELS)
{
Console.WriteLine("Number of reals is incorrect!");
return;
}
for (int i = 0; i < reels.Length; i++)
{
if (reels [i].Length != REEL_LENGTH)
{
Console.WriteLine("Reel length is incorrect!");
return;
}
}
for (int p = 0; p < POPULATION_SIZE; p++)
{
population [p] = new int[NUMBER_OF_REELS] [];
for (int i = 0; i < NUMBER_OF_REELS; i++)
{
population [p] [i] = new int[REEL_LENGTH];
}
}
offspring = new int[NUMBER_OF_REELS] [];
for (int i = 0; i < NUMBER_OF_REELS; i++)
{
offspring [i] = new int[REEL_LENGTH];
}
this.targetRtp = targetRtp;
this.symbolsDiversity = symbolsDiversity;
if (Util.RANDOM_INITIAL_REELS == true)
{
initialRandomPoints();
}
else
{
initialSinglePoint(reels);
}
/*
* Just put a big number (bad fitness), when there is no evaluation.
*/
for (int p = 0; p < population.Length; p++)
{
fitness [p] = int.MaxValue;
}
/*
* Evaluate population fintess.
*/
bestIndex = 0;
for (int p = 0; p < population.Length; p++)
{
/*
* It will be evaluated in the first surviver.
*/
if (Util.REEVALUATE_TARGET_VECTOR == true)
{
break;
}
SlotMachineSimulation simulation = new SlotMachineSimulation();
simulation.load(population [p]);
simulation.simulate(symbolsDiversity);
fitness [p] = simulation.costFunction(targetRtp, symbolsDiversity);
if (fitness [bestIndex] > fitness [p])
{
bestIndex = p;
}
}
}
