modularnetdlg.h

本源代码是本人亲自编写的关于模糊神经网络模型的实现

// ModularNetDlg.h : header file
//

#if !defined(AFX_MODULARNETDLG_H__C6B515CC_D875_4B0C_9D73_0508484638A6__INCLUDED_)
#define AFX_MODULARNETDLG_H__C6B515CC_D875_4B0C_9D73_0508484638A6__INCLUDED_

#if _MSC_VER > 1000
#pragma once
#endif // _MSC_VER > 1000

///////////////////////////
#include "Matrix.h"
#include "AllDef.h"
///////////////////////////
//*****************************************************************************
/////////////////////////////////////////////
//		 门网络训练函数                   //  
///////////////////////////////////////////__declspec (dllimport)

 void FCM (
								int nSamplenum,
								int xSamplenum,
								int Rule_num,								
								float err,
								CMatrix &Z_vector,
								CMatrix &U_apt,
								CMatrix &Sample
								);

//////////////////////////////////////////////
//         专家网络训练函数                //
////////////////////////////////////////////__declspec (dllimport)
 void EXPERT_NET (
										int nSamplenum,
										int xSamplenum,
										int Rule_num,
										float err,
										float Q,
										CMatrix &B_quan,
										CMatrix &Sample,
										CMatrix &U_apt,
										CMatrix &Ytrain
										);
///////////////////////////////////////////////
//         隶属度生成函数                   //  
/////////////////////////////////////////////__declspec (dllimport)
 void GATING_NET (
										int nSamplenum,
										int xSamplenum,
										int Rule_num,
										CMatrix &U_apt,
										CMatrix &Sample,
										CMatrix &Z_vector
										);
///////////////////////////////////////////////////
//               预测函数                       //__declspec (dllimport)
/////////////////////////////////////////////////
 void PREDICT (
									 int nSamplenum,
									 int xSamplenum,
									 int Rule_num,
									 float err,
									 float Q,
									 CMatrix &Sample,
									 CMatrix &B_quan,
									 CMatrix &U_apt,
									 CMatrix &Ypredict
									 );
									 
//*******************************************************************************
/////////////////////////////////////////////////////////////////////////////
// CModularNetDlg dialog

class CModularNetDlg : public CDialog
{
// Construction
public:
	CModularNetDlg(CWnd* pParent = NULL);	// standard constructor

// Dialog Data
	//{{AFX_DATA(CModularNetDlg)
	enum { IDD = IDD_MODULARNET_DIALOG };
	CStatic	m_SticCtlSample;
	CStatic	m_SticCtlSaveZ;
	CStatic	m_SticCtlSaveU;
	CEdit	m_ctlsavez;
	CEdit	m_ctlitnum;
	CEdit	m_ctlerror;
	CEdit	m_ctlstudyrate;
	CEdit	m_ctlrulenum;
	CButton	m_BtnCtlSave;
	CButton	m_BtnCtlLoad;
	CStatic	m_SticCtlError;
	CStatic	m_SticCtlSave;
	CStatic	m_SticCtlTrainNet;
	int		m_trainradio;
	CString	m_trainnetStr;
	float	m_studyrate;
	UINT	m_rulenum;
	CString	m_saveU;
	CString	m_saveZ;
	UINT	m_nITNUM;
	CString	m_saveSample;
	CString	m_error;
	//}}AFX_DATA

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

// Implementation
protected:
	HICON m_hIcon;

	// Generated message map functions
	//{{AFX_MSG(CModularNetDlg)
	virtual BOOL OnInitDialog();
	afx_msg void OnSysCommand(UINT nID, LPARAM lParam);
	afx_msg void OnPaint();
	afx_msg HCURSOR OnQueryDragIcon();
	afx_msg void OnRadiotrain();
	afx_msg void OnRadiopredict();
	afx_msg void OnBtntrainNet();
	afx_msg void OnBtnsavez();
	afx_msg void OnBtntrain();
	afx_msg void OnBtnsave();
	afx_msg void OnBtnsaveu();
	afx_msg void OnAboutus();
	afx_msg void OnBtnsample();
	
	//}}AFX_MSG
	DECLARE_MESSAGE_MAP()
///////***************************************************
public:
	
	//打开文件
	void SelOpenFile(DWORD IDC,CString m_nOpenStr);
	//保存文件
	void SelSaveFile(DWORD IDC,CString m_nSaveStr);
	//清零
	void ClearAll();

	void DFCM();//隶属度学习函数
	void DEXPERT_NET();//专家网络学习函数
	void DGATING_NET();//隶属度生成函数
	void DPREDICT();//预测函数

	// 用于存储输入的样本数据的矩阵
	CMatrix		m_matrixPattern;
	// 用于存储规则对样本适合度数组
	CMatrix     m_matrixUapt;
	// 用于存储规则中心向量数组
	CMatrix     m_matrixZvector;
	
	// 用于存储学习样本数组
	//CMatrix     m_matrixSample;
	// 用于存储专家网络权值数组
	CMatrix     m_matrixBquan;
	//存y*
	CMatrix     m_Yp;
	//学习结果
	long int ITA;
	float err,Qresult;
	int m_nPattern,m_xPattern;
	
///////****************************************************
};

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

#endif // !defined(AFX_MODULARNETDLG_H__C6B515CC_D875_4B0C_9D73_0508484638A6__INCLUDED_)