Method getBestNeuralNetwork

src/GeneticAlgo.cpp:113–130

}

net::NeuralNet GeneticAlgo::getBestNeuralNetwork(int numberOfGenerations, net::NeuralNet modelNetwork) {
	population.clear();
	fitnesses.clear();

	population.push_back(modelNetwork);
	for(unsigned int a = 0; a < populationSize-1; a++) population.push_back(net::NeuralNet(modelNetwork));

	for(int a = 0; a < numberOfGenerations; a++) {
		getPopulationFitness();
		createNextGeneration();
	}

	getPopulationFitness();

	int mostFitIndex = 0;
	for(unsigned int a = 1; a < fitnesses.size(); a++)if(fitnesses[a] > fitnesses[mostFitIndex]) mostFitIndex = a;
	return population[mostFitIndex];
}

void GeneticAlgo::getPopulationFitness() {
	fitnesses = userProvidedGetPopulationFitness(population);