ClassDefinitions.h

/* 
 * File:   ClassDefinitions.h
 * Author: James
 *
 * Created on February 4, 2014, 12:50 PM
 */

#ifndef CLASSDEF_H
#define	CLASSDEF_H
#include "structs.h"
class Dash_Board{
private:
    typedef boost::multi_array<Training_Data, 1> IO_array;
    static void TrainingDataInitializer();
    static void NeuralNetworkFab();
    static void TrainingRegimenDesign();
public:
    static IO_array Input;
    static IO_array Output;
    static Network_Parameters NN;
    static Probability prob;
    virtual ~Dash_Board()=0;
    
};
    class Neural_Network: public Dash_Board{
    private:
        typedef boost::multi_array<Weights, 2> weight_array;
        static void CreateWeights();
        static void NNDesign();
        static void MainLoop();
        static double ActivationFunction();
    public:
        static weight_array current;
        virtual ~Dash_Board()=0;
    };

    class Genetics : public Neural_Network{
    private:
        typedef boost::multi_array<Weights, 1> weight_array;
        static void MainLoop();
        static void FitnessNormalization();
        static void Sort();
        static void ParentSelection();
        static void Reproduction();
        static void Mutation();
    public:
        static weight_array best_pop;
        virtual ~Genetics()=0;
    };
    class Random
    {
    public:
       static double RNGNormalDistribution(double standard_deviation);
       static bool BooleanRandom(double probability);
    };

#endif	/* CLASSDEF_H */