elman.h

该算法为Elman 网络算法

// Elman.h: interface for the CElman class.
//
//////////////////////////////////////////////////////////////////////

#if !defined(AFX_ELMAN_H__F15B7E54_FFA3_4B89_8A67_73106732888E__INCLUDED_)
#define AFX_ELMAN_H__F15B7E54_FFA3_4B89_8A67_73106732888E__INCLUDED_

#if _MSC_VER > 1000
#pragma once
#endif // _MSC_VER > 1000
#include <iostream.h>
#include <iomanip.h>

#include   <stdlib.h> 
#include   <stdio.h>   
  #include   <time.h>  

#include <fstream.h>
#include <math.h>
class CElman : public CObject  
{
public:
	void premnmx();
//	void amendlr(unsigned int Times);
//	double newlr(double a, double D1,double D2);
	void InitializeZero();
	void SetFreeFinal();
	 	unsigned int NI;
	 	unsigned int NH;
	 	unsigned int NO;
		unsigned int NStruct;
		unsigned int NSample;
		unsigned int LoopTimes;
		double pre_Err;//误差上限
	//	double gaincoffi;//结构层自增益系数
		double a;
		double n;
		double A;
		double **W0;
		double **W1;
		double **W2;
		double **DW0;
		double **DW1;
		double **DW2;
		double **DW00;
		double **DW11;
		double **DW22;
		double **a1;
		double **a2;
		double **a0;
		double **Pi;
		double **Ph;
		double **Po;
		double **T;
		double **XOldstructure;
		double **XhOld;
		double **XStructure;
		double **Xh;
		double **Xo; //输出层的输出

		double **Qh;
		double **Qo;//连接的delta

		double *YU_HN;
		double *YU_ON;
		double *Error;//每次迭代误差
		double *SumP;
		double *SumT;
		double *minP;
		double *maxP;
		double *minT;
		double *maxT;
		double *VARP;
		double *meanp;
		double *meanT;
		double *STDP;
		double *VART;
		double *STDT;
		double **PrePi;
		double **PreT;
		CElman();
		virtual ~CElman();
		void InitiateMatrix();
	  	void initiatewb();
	
		void DemoInput();
		void Prestd();
  	void proceed(unsigned int Times);
	  	void forward();
	  	void amend();
	  	double newa(double a,double D);
	  	double derivecal(double d,int index);
	  	double cal(double d,int index);
	    void Simulate();



  /* void saveModel();//存储权值，得到模型

   void loadModel();

   void saveResult();*/
};

#endif // !defined(AFX_ELMAN_H__F15B7E54_FFA3_4B89_8A67_73106732888E__INCLUDED_)