anndlg.h

一个bp的VC源码

// ANNDlg.h : header file
//

#if !defined(AFX_ANNDLG_H__B778125B_A6ED_41BA_A0CF_FC314FFE99D1__INCLUDED_)
#define AFX_ANNDLG_H__B778125B_A6ED_41BA_A0CF_FC314FFE99D1__INCLUDED_

#if _MSC_VER > 1000
#pragma once
#endif // _MSC_VER > 1000
#include "Matrix.h"
/////////////////////////////////////////////////////////////////////////////
// CANNDlg dialog

class CANNDlg : public CDialog
{
// Construction
public:
	
	// 用于存储输入的样本数据的矩阵
	CMatrix	m_matrixDataInput;
	// 样本的输入层的数值矩阵
	CMatrix	m_matrixInputLayerValue;
	// 输入层到隐含层的权值矩阵
	CMatrix	m_matrixInputToHideWeight;
	// 隐含层的阈值矩阵
	CMatrix	m_matrixHideLayerThreshold;
	// 隐含层到输出层的权值矩阵
	CMatrix	m_matrixHideToOutputWeight;
	// 输出层的阈值矩阵
	CMatrix	m_matrixOutputLayerThreshold;
	// 隐含层的输出值的矩阵
	CMatrix	m_matrixHideLayerOutput;
	// 输出层的输出值的矩阵
	CMatrix	m_matrixOutputLayerOutput;
	// 用来仿真时输入的网络参数矩阵
	CMatrix	m_matrixSimuNetwork;
	// 用来存放仿真数据结果的矩阵
	CMatrix	m_matrixSimuResult;
	// 系统误差
	double m_SystemErrorNew;
	double m_SystemErrorOld;
	void NetworkInit(int nInputLayerNumber,
						  int nHideLayerNumber,
						  int nOutputLayerNumber,
						  CMatrix &matrixDataInput,
						  CMatrix &matrixInputLayerValue);

	void NetworkInit(
		int nInputLayerNumber,
		int nHideLayerNumber,
		int nOutputLayerNumber,
		CMatrix &matrixDataInput,
		CMatrix &matrixInputLayerValue,
		CMatrix &matrixInputToHideWeight,
		CMatrix &matrixHideLayerThreshold,
		CMatrix &matrixHideToOutputWeight,
		CMatrix &matrixOutputLayerThreshold);
	bool BPtrain(int nInputLayerNumber,
		int nHideLayerNumber,
		int nOutputLayerNumber,
		double nSystemErrorOld,
		double nSystemErrorNew,
		double nSystemErrorLevel,
		double nSystemError,
		double nStep,
		UINT nMaxTrainTimes,
		UINT nTrainTimes,
		DWORD ID_SYSTEM_ERROR,
		DWORD ID_TRAIN_TIMES,
		HWND  hWnd,
		CMatrix &matrixDataInput,
		CMatrix &matrixInputLayerValue,
		CMatrix &matrixInputToHideWeight,
		CMatrix &matrixHideLayerThreshold,
		CMatrix &matrixHideLayerOutput,
		CMatrix &matrixHideToOutputWeight,
		CMatrix &matrixOutputLayerOutput,
		CMatrix &matrixOutputLayerThreshold);
	void ForCalc(int nInputLayerNumber,
		int nHideLayerNumber,
		int nOutputLayerNumber,
		CMatrix &matrixDataInput,
		CMatrix &matrixInputLayerValue,
		CMatrix &matrixInputToHideWeight,
		CMatrix &matrixHideLayerThreshold,
		CMatrix &matrixHideLayerOutput,
		CMatrix &matrixHideToOutputWeight,
		CMatrix &matrixOutputLayerOutput,
		CMatrix &matrixOutputLayerThreshold);
	void ForCalc (
		int nInputLayerNumber,
		int nHideLayerNumber,
		int nOutputLayerNumber,
		CMatrix &matrixDataInput,
		CMatrix &matrixInputLayerValue,
		CMatrix &matrixInputToHideWeight,
		CMatrix &matrixHideLayerThreshold,
		CMatrix &matrixHideLayerOutput,
		CMatrix &matrixHideToOutputWeight,
		CMatrix &matrixOutputLayerOutput,
		CMatrix &matrixOutputLayerThreshold,
		CMatrix &cMatrixExHideLayerThreshold,
		CMatrix &cMatrixExOutputLayerThreshold);
	bool SaveConstantStringToFile(CString& strFileName,CString& strConstantData);
	void Display(int nInputLayerNumber,
		int nOutputLayerNumber,
		CMatrix &matrixDataInput,
		CMatrix &matrixOutputLayerOutput);
	void Display(int nOutputLayerNumber,
					  CMatrix &matrixOutputLayerOutput);
	CANNDlg(CWnd* pParent = NULL);	// standard constructor

// Dialog Data
	//{{AFX_DATA(CANNDlg)
	enum { IDD = IDD_ANN_DIALOG };
	UINT	m_nHideLayerNumber;
	UINT	m_nInputLayerNumber;
	UINT	m_nMaxTrainTimes;
	UINT	m_nOutputLayerNumber;
	double	m_nSystemError;
	double	m_nSystemErrorLevel;
	UINT	m_nTrainTimes;
	double	m_nStep;
	CString	m_Display;
	CString	m_strNetWorkPath;
	//}}AFX_DATA

	// ClassWizard generated virtual function overrides
	//{{AFX_VIRTUAL(CANNDlg)
	protected:
	virtual void DoDataExchange(CDataExchange* pDX);	// DDX/DDV support
	//}}AFX_VIRTUAL

// Implementation
protected:
	HICON m_hIcon;

	// Generated message map functions
	//{{AFX_MSG(CANNDlg)
	virtual BOOL OnInitDialog();
	afx_msg void OnSysCommand(UINT nID, LPARAM lParam);
	afx_msg void OnPaint();
	afx_msg HCURSOR OnQueryDragIcon();
	afx_msg void OnButtonTrain();
	afx_msg void OnButtonSim();
	afx_msg void OnSetSavepath();
	//}}AFX_MSG
	DECLARE_MESSAGE_MAP()
};

//{{AFX_INSERT_LOCATION}}
// Microsoft Visual C++ will insert additional declarations immediately before the previous line.

#endif // !defined(AFX_ANNDLG_H__B778125B_A6ED_41BA_A0CF_FC314FFE99D1__INCLUDED_)