mdd/lib/include/OptimizerEvolutionary.h

#ifndef OPTIMIZEREVOLUTIONARY_H
#define OPTIMIZEREVOLUTIONARY_H
#include "OptimizerBase.h"

namespace mdd {
	class OptimizerEvolutionary : public OptimizerBase {
	protected:
		class Gene {
		public:
			json limit;
			json value;
			void mutate();
			static void combine(Gene gene1, Gene gene2);
		};

		class DNA {
		public:
			json code;
			void mutate();
			void combine();
			void applyDNA(std::vector<Gene>& genes);
			static DNA generate(const std::vector<Gene>& genes);
		};

		class Individuum {
		public:
			DNA dna;
			double fitness;

		};

		class Population {
		public:
			std::vector<Individuum> inivids:
			std::vector<std::shared_ptr<Population>> grow(int size);

		};

		std::vector<Gene> _genes
		Population _pops;

	public:
		OptimizerEvolutionary(std::shared_ptr<IModule> module);
		state update() override;
	};
}
#endif