public static void ProperTestRun()
{
EvolutionaryAlgorithm neat = new Neat();
neat.InitializePopulation();
bool solvedit = false;
for (int i = 0; i < EAParameters.MaximumRuns; i++)
{
Console.WriteLine("generation:" + i);
neat.EvaluatePopulation(i);
if (neat.IsDeadRun())
{
Console.WriteLine("death");
break;
}
if (neat.SolvedIt())
{
Console.WriteLine("obtained maximum fitness");
solvedit = true;
break;
}
neat.NextGeneration();
}
Console.WriteLine("best individual in existence:");
var best = ((Neat)neat).bestAchieved;
Console.WriteLine("individualID: {0} generation:{1}", best.individualID, ((Neat)neat).generationOfBest);
Console.WriteLine("\tFitness:{0}", best.Fitness);
Console.WriteLine("\tstats:");
Console.WriteLine("\t\tnodes:{0}", best.genome.nodeGenes.Count);
Console.Write("\t\tConnections:{0}", best.genome.connectionGenes.Count);
int count = 0;
foreach (var gene in best.genome.connectionGenes)
{
if (gene.isEnabled)
{
count++;
}
}
Console.WriteLine(" enabled:{0}", count);
Console.WriteLine("biggest individual in existence:");
var biggest = ((Neat)neat).biggestAchieved;
Console.WriteLine("individualID: {0} generation:{1}", biggest.individualID, ((Neat)neat).generationOfBiggest);
Console.WriteLine("\tFitness:{0}", biggest.Fitness);
Console.WriteLine("\tstats:");
Console.WriteLine("\t\tnodes:{0}", biggest.genome.nodeGenes.Count);
Console.Write("\t\tConnections:{0}", biggest.genome.connectionGenes.Count);
count = 0;
foreach (var gene in biggest.genome.connectionGenes)
{
if (gene.isEnabled)
{
count++;
}
}
Console.WriteLine(" enabled:{0}", count);
Console.WriteLine();
Console.WriteLine();
Console.WriteLine("so what the best do?");
Console.WriteLine("wanted_gotten rule-results:");
foreach (var rule in LambdaExperiment.ruleSet)
{
Console.WriteLine("rule:{0} _ best:{1}", rule.Result, best.network.GetNextState(rule));
((CPPNetwork)(best.network)).ResetNetwork();
}
Console.WriteLine();
Console.WriteLine("so what the biggest do?");
Console.WriteLine("wanted_gotten rule-results:");
foreach (var rule in LambdaExperiment.ruleSet)
{
Console.WriteLine("rule:{0} _ best:{1}", rule.Result, best.network.GetNextState(rule));
((CPPNetwork)(biggest.network)).ResetNetwork();
}
Console.WriteLine();
if (solvedit)
{
Console.WriteLine("your perfect genome is ready for you in {0}", @"C:/genes");
}
}