Warning, /include/NumA/neural_network/training_algorithm/TrainingAlgorithmGenetic.h_ is written in an unsupported language. File is not indexed.
0001 /*
0002 * TrainingAlgorithmGenetic.h
0003 *
0004 * Created on: Apr 23, 2016
0005 * Author: Pawel Sznajder
0006 */
0007
0008 #ifndef TRAININGALGORITHMGENETIC_H_
0009 #define TRAININGALGORITHMGENETIC_H_
0010
0011 #include <map>
0012 #include <vector>
0013
0014 #include "../../genetic_algorithm/GeneticAlgorithm.h"
0015 #include "../beans/Data.h"
0016 #include "../beans/TrainingFunctionType.h"
0017 #include "TrainingAlgorithm.h"
0018
0019 class TrainingAlgorithmGenetic: public TrainingAlgorithm {
0020
0021 public:
0022
0023 static const unsigned int classId;
0024
0025 TrainingAlgorithmGenetic();
0026 ~TrainingAlgorithmGenetic();
0027 virtual TrainingAlgorithmGenetic* clone() const;
0028
0029 virtual void train(const NeuralNetwork& nn, const Data& input,
0030 const Data& output, TrainingFunctionType::Type trainingFunctionType,
0031 const std::vector<double>& parameters);
0032
0033 void evaluatePopulation(const NeuralNetwork& nn, const Data& input,
0034 const Data& output, TrainingFunctionType::Type trainingFunctionType,
0035 const std::vector<double>& parameters,
0036 GeneticAlgorithm& geneticAlgorithm) const;
0037
0038 protected:
0039
0040 TrainingAlgorithmGenetic(const TrainingAlgorithmGenetic& other);
0041
0042 private:
0043
0044 enum Type {
0045 UNDEFINED = 0, NeuronObject = 1, PerceptronObject = 2
0046 };
0047
0048 //TODO If the factory is used, what is the life cycle of this member?
0049 std::map<void*, TrainingAlgorithmGenetic::Type> m_map;
0050 };
0051
0052 #endif /* TRAININGALGORITHMGENETIC_H_ */
