clusterisodatadlg.h

IDODATA变换的实现

// ClusterISODATADlg.h : header file
//

#if !defined(AFX_CLUSTERISODATADLG_H__CBEA13B9_BD72_4858_97A9_207831448B2F__INCLUDED_)
#define AFX_CLUSTERISODATADLG_H__CBEA13B9_BD72_4858_97A9_207831448B2F__INCLUDED_

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

/////////////////////////////////////////////////////////////////////////////
// CClusterISODATADlg dialog

class CClusterISODATADlg : public CDialog
{
// Construction
public:
	CClusterISODATADlg(CWnd* pParent = NULL);	// standard constructor
	CString m_NewFileName;
	int i,j;
	int prenum;//初始类别数
	int precenternum;//当前类数
	int minnum;//每类最少包含的样本数
	double equation;//一个类别样本准差阈值
	double T;//聚类中心之间距离的阈值
    int l;//每次迭代中可以合并的类别的最多对数
	double *avedistance;//同一类内平均聚类
	int times;//迭代的限制次数
	double allavedis;//全部样本中心平均距离
	HWND hwnd;
	double featurex[15];//样品特征
	double featurey[15];//样品特征
	int N;//样品总数
	int centernum;//聚类中心数
	struct Pattern//样品结果
	{
		int index;//样品标号
		int catagory;//样品所属类别
		double feature[2];//样品特征
	};
	struct Center//聚类中心结构
	{
		int index;//中心编号
		double feature[2];//中心特征
		int patternnum;//该聚类中心包含的样品数目
	};
	Pattern *m_pattern;//指向样品的指针
	Center *m_center;//指向中心的指针
	public:
		void CalCenter(CClusterISODATADlg::Center *pcenter);//计算聚类中心的特征值
		double GetDistance(CClusterISODATADlg::Pattern pattern1,CClusterISODATADlg::Pattern pattern2);//计算样品间的距离
		double GetDistance(CClusterISODATADlg::Pattern pattern,CClusterISODATADlg::Center center);//计算样品和聚类中心的距离
		double GetDistance(CClusterISODATADlg::Center mCenter1,CClusterISODATADlg::Center mCenter2);//计算聚类中心间的距离
// Dialog Data
	//{{AFX_DATA(CClusterISODATADlg)
	enum { IDD = IDD_CLUSTERISODATA_DIALOG };
	int		m_centernum;
	double	m_equation;
	int		m_I;
	double	m_maxlength;
	double	m_maxvariance;
	double	m_minlength;
	int		m_minnum;
	double	m_minvariance;
	int		m_prenum;
	int		m_times;
	double	m_T;

	int		m_l;
	//}}AFX_DATA

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

// Implementation
protected:
	HICON m_hIcon;

	// Generated message map functions
	//{{AFX_MSG(CClusterISODATADlg)
	virtual BOOL OnInitDialog();
	afx_msg void OnSysCommand(UINT nID, LPARAM lParam);
	afx_msg void OnPaint();
	afx_msg HCURSOR OnQueryDragIcon();
	afx_msg void OnButtonIn();
	afx_msg void OnButtonOut();
	afx_msg void OnButtonNew();
	//}}AFX_MSG
	DECLARE_MESSAGE_MAP()
};

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

#endif // !defined(AFX_CLUSTERISODATADLG_H__CBEA13B9_BD72_4858_97A9_207831448B2F__INCLUDED_)