public Population nextPopulation(Population parent)
{
var parents = selection(parent.individuals);
var children = crossover(parents);
children = mutate(children);
var childrenPopulation = new Population() { individuals = children.OrderByDescending(o => getIndividualFitness(o)).ToList() };
return childrenPopulation;
}
private void run()
{
currentPopulation = factory.createPopulation();
bestIndividual = currentPopulation.individuals[0].duplicate();
while (keepGoing)
{
IIndividual outResult = null;
while(arrivingIndividuals.TryDequeue(out outResult))
{
swapPopulation(outResult);
} // change individuals for new
List<IIndividual> bestsToExchange = getBestsToExchange();
supervisor.exchangeIndividuals(this,bestsToExchange);
// sending a best part of population to supervisior
lock (currentPopulation)
{
currentPopulation = factory.nextPopulation(currentPopulation);
}
actualizeBest();
// it produces start population first, then tries to rechange population using indiviudals from queue.
// then produce next generation of population
// produce new populations using factory, exchange best individuals with supervisor, add arriving individuals to population...
}
}
