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LearningAlgorithm.h

#ifndef LearningAlgorithm_H
#define LearningAlgorithm_H


#include  <math.h>
#include <iostream>
#include "TopologyImp.h"
#include "NetParams.h"
#include "TopologyFactory.h"
#include "qobject.h"


class LearningAlgorithm {
public: 
        virtual int Learning( NetParams& net) = 0;

    TopologyImp * getTopology();

    Value_Type alpha( Value_Type init, Value_Type ite, int t  );        

        Value_Type radius( Value_Type init, Value_Type ite, int t  );   

        TBMU * getBMU();

        TBMU * MakeBMU( const SOMData * data, const Mapcode * mapcode );

        ~LearningAlgorithm();

        
        int getActualIteraction();


        int EECNI( NetParams& net, int fi );

        
protected:
    LearningAlgorithm(const TopolParams& par);

        int setActualIteraction( int ite );


private:
        TopologyImp * _topology;
        TBMU            * _bmu; 
        int                       _actualiteraction;
};



#endif

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