public IEnumerator RunGeneration()
{
for (int i = 0; i < population.Length; i++)
{
ParameterFitness pf = new ParameterFitness();
if (fitnesses.ContainsKey(population[i]))
{
pf = fitnesses[population[i]];
if (i > 1 || (2 * pf.GetVariance() / Math.Sqrt(pf.n) < 0.1 * pf.average && r.Next(pf.n + 1) != 0))
{
continue;
}
}
SimulationInitializer.SetSimulation(population[i], RUNNING_SPEED);
simulationTimer.Restart();
while (simulationTimer.Elapsed.TotalSeconds < singleSimulationTime)
{
yield return(new WaitForSeconds(1));
_current_simulation_timer = (int)simulationTimer.Elapsed.TotalSeconds;
}
double fitness = GetFitness();
UpdateFitnesses(population[i], fitness);
if (_current_best_fitness < fitness)
{
_current_best_fitness = fitness;
_current_best_fitness_variance = fitnesses[population[i]].GetVariance();
}
text.text = "i=" + i + " gen: " + _generation + " timer:" + _current_simulation_timer + " fitness = " + fitness + "avg:" + pf.average + " var=" + pf.GetVariance() + " n:" + pf.n + " Z:" + (2 * pf.GetVariance() / Math.Sqrt(pf.n)) + "<" + (0.1 * pf.average) + " best:" + _current_best_fitness + " bestVar:" + _current_best_fitness_variance;
Save();
}
CreateNewGeneration();
completed = true;
}
private void ExtractParameters(InitializationParameters parameters)
{
storage = parameters.CostStorage;
var com = parameters.ComCostFactory.GetCalculator(storage,
parameters.CellsPerSectionSingleDim, parameters.ParticleReductionFactor);
fieldCalculator = new FieldCalculator(com, new ConstSolveCostCalculator(storage));
simulationInitializer = new SimulationInitializer(new Random(0), parameters.CoreFactory,
parameters.SectionFactory);
var sortingCostCalculator = new SortingCostCalculator(parameters.ParticleReductionFactor, storage);
sorter = parameters.SorterFactory.GetSorter(sortingCostCalculator);
mover =
parameters.ParticleMoverFactory.GetIParticleMover(new MovementCostCalculator(storage,
parameters.ParticleReductionFactor));
stepSize = parameters.TimeStep;
steps = parameters.TotalSteps;
structure = simulationInitializer.InitializeSimulation(mover, parameters);
var visualizationBuilder = new VisualizationBuilder(parameters.VisualizationParameters);
stepVisualizer = visualizationBuilder.GetStepVisualizer(storage);
finalVisualizer = visualizationBuilder.GetFinalVisualizer(storage);
}
public void Start()
{
SimulationInitializer.SetSimulation(new Parameters(), SimulationParameters.game_speed);
SerializationManager.InstantiateSaveObject(SerializationManager.Load());
}
