cbadlg.cpp

本文介绍了一个用java语言编写的用于分析消费行为的数据挖掘应用软件

// CBADlg.cpp : implementation file
//

#include "stdafx.h"
#include "CBA_SYSTEM.h"
#include "CBADlg.h"

#ifdef _DEBUG
#define new DEBUG_NEW
#undef THIS_FILE
static char THIS_FILE[] = __FILE__;
#endif



/////////////////////////////////////////////////////////////////////////////
// CCBADlg dialog
//静态成员初始化
int *CCBADlg::p_num_HNodes =NULL;
float *CCBADlg::p_num_HNodesPy = NULL; 
float *CCBADlg::p_num_INodesPy=NULL; 
float *CCBADlg::p_weight= NULL;
CWeight *CCBADlg::m_wp = NULL;
int CCBADlg::NumberofOlayerNode = 1;
int CCBADlg::NumberofHlayer = 1;
int CCBADlg::NumberofIlayerNode = 6;
int CCBADlg::IndexofStopMode = 0;
short CCBADlg::w_num = 0;
CCBADlg::CCBADlg(CWnd* pParent /*=NULL*/)
	: CDialog(CCBADlg::IDD, pParent)
{
	//{{AFX_DATA_INIT(CCBADlg)
	m_mxqz = 0.1f;
	m_sccpyz = 0.0f;
	m_xljg = _T("");
	m_yccpyz = 0.0f;
	m_sccjds = 1;
	m_srcjds = 6;
	m_yccjds = 1;
	m_yccs = 1;
	m_stop = 1;
	//}}AFX_DATA_INIT
	// Note that LoadIcon does not require a subsequent DestroyIcon in Win32
	m_hIcon = AfxGetApp()->LoadIcon(IDR_MAINFRAME);
}
CCBADlg::~CCBADlg()
{
	    delete []p_num_HNodes; 
		delete []p_num_HNodesPy; 
		delete []p_num_INodesPy;
        delete []m_wp;
		delete []p_weight;
}
int * CCBADlg::GetHNodes()
{
        return p_num_HNodes;
}
float * CCBADlg::GetHNodesPy()
{
         return p_num_HNodesPy;
}
float * CCBADlg::GetONodesPy()
{
         return p_num_INodesPy;
}
CWeight *CCBADlg::GetWeight()
{
	     return m_wp;
}
int CCBADlg::GetNumberofHlayer()
{
	return NumberofHlayer;
}
int CCBADlg::GetNumberofOlayerNode()
{
	return NumberofOlayerNode;
}
int CCBADlg::GetNumberofIlayerNode()
{
	return NumberofIlayerNode;
}
int CCBADlg::GetStopModeindex()
{
	return IndexofStopMode;
}
int CCBADlg::GetStopMode()
{
	return m_stop;
}
int CCBADlg::GetW_Num()
{
	return w_num;
}
void CCBADlg::DoDataExchange(CDataExchange* pDX)
{
	CDialog::DoDataExchange(pDX);
	//{{AFX_DATA_MAP(CCBADlg)
	DDX_Control(pDX, IDC_STOP_COMBO, m_stopcombo);
	DDX_Control(pDX, IDC_NOFYCS_COMBO1, m_nofycscombo);
	DDX_Control(pDX, IDC_YCCPY_COMBO2, m_yccpycombo);
	DDX_Control(pDX, IDC_SCCPY_COMBO3, m_sccpycomb);
	DDX_Control(pDX, IDC_MXQZ_COMBO4, m_mxqzcombo);
	DDX_Control(pDX,IDC_BUTTON1,m_surebutton);
	DDX_Text(pDX, IDC_MXQZZ_EDIT2, m_mxqz);
	DDV_MinMaxFloat(pDX, m_mxqz, -1.f, 1.f);
	DDX_Text(pDX, IDC_SCCPYZ_EDIT3, m_sccpyz);
	DDV_MinMaxFloat(pDX, m_sccpyz, -1.f, 1.f);
	DDX_Text(pDX, IDC_YCCPYZ_EDIT1, m_yccpyz);
	DDV_MinMaxFloat(pDX, m_yccpyz, -1.f, 1.f);
	DDX_Text(pDX, IDC_SCCJDS_EDIT3, m_sccjds);
	DDV_MinMaxInt(pDX, m_sccjds, 1, 10000);
	DDX_Text(pDX, IDC_SRCJDS_EDIT1, m_srcjds);
	DDV_MinMaxInt(pDX, m_srcjds, 1, 10000);
	DDX_Text(pDX, IDC_YCCJDS_EDIT2, m_yccjds);
	DDV_MinMaxInt(pDX, m_yccjds, 1, 10000);
	DDX_Text(pDX, IDC_YCCS_EDIT2, m_yccs);
	DDV_MinMaxInt(pDX, m_yccs, 1, 10000);
	DDX_Text(pDX, IDC_STOP_EDIT, m_stop);
	//}}AFX_DATA_MAP
}

BEGIN_MESSAGE_MAP(CCBADlg, CDialog)
	//{{AFX_MSG_MAP(CCBADlg)
	ON_WM_PAINT()
	ON_WM_QUERYDRAGICON()
	ON_CBN_SETFOCUS(IDC_NOFYCS_COMBO1, OnSetfocusNofycsCombo)
	ON_EN_KILLFOCUS(IDC_YCCS_EDIT2, OnKillfocusYccs)
	ON_EN_KILLFOCUS(IDC_YCCJDS_EDIT2, OnKillfocusYccjdsEdit2)
	ON_CBN_SELCHANGE(IDC_NOFYCS_COMBO1, OnSelchangeNofycsCombo)
	ON_CBN_SETFOCUS(IDC_YCCPY_COMBO2, OnSetfocusYccpyCombo)
	ON_CBN_SELCHANGE(IDC_YCCPY_COMBO2, OnSelchangeYccpyCombo)
	ON_EN_KILLFOCUS(IDC_YCCPYZ_EDIT1, OnKillfocusYccpyzEdit)
	ON_CBN_SETFOCUS(IDC_SCCPY_COMBO3, OnSetfocusSccpyCombo)
	ON_EN_KILLFOCUS(IDC_SCCPYZ_EDIT3, OnKillfocusSccpyzEdit)
	ON_EN_KILLFOCUS(IDC_SCCJDS_EDIT3, OnKillfocusSccjdsEdit)
	ON_CBN_SELCHANGE(IDC_SCCPY_COMBO3, OnSelchangeSccpyCombo)
	ON_CBN_SETFOCUS(IDC_MXQZ_COMBO4, OnSetfocusMxqzCombo)
	ON_CBN_SELCHANGE(IDC_MXQZ_COMBO4, OnSelchangeMxqzCombo)
	ON_EN_KILLFOCUS(IDC_MXQZZ_EDIT2, OnKillfocusMxqzzEdit)
	ON_BN_CLICKED(IDC_BUTTON1, OnInitNetwork)
	ON_WM_SYSCOMMAND()
	ON_WM_CTLCOLOR()
	//}}AFX_MSG_MAP
END_MESSAGE_MAP()

/////////////////////////////////////////////////////////////////////////////
// CCBADlg message handlers

BOOL CCBADlg::OnInitDialog()
{
	CDialog::OnInitDialog();

	// Add "About..." menu item to system menu.

	// IDM_ABOUTBOX must be in the system command range.
	ASSERT((IDM_ABOUTBOX & 0xFFF0) == IDM_ABOUTBOX);
	ASSERT(IDM_ABOUTBOX < 0xF000);

	CMenu* pSysMenu = GetSystemMenu(FALSE);
	if (pSysMenu != NULL)
	{
		CString strAboutMenu;
		strAboutMenu.LoadString(IDS_ABOUTBOX);
		if (!strAboutMenu.IsEmpty())
		{
			pSysMenu->AppendMenu(MF_SEPARATOR);
			pSysMenu->AppendMenu(MF_STRING, IDM_ABOUTBOX, strAboutMenu);
		}
	}

	// Set the icon for this dialog.  The framework does this automatically
	//  when the application's main window is not a dialog
	SetIcon(m_hIcon, TRUE);			// Set big icon
	SetIcon(m_hIcon, FALSE);		// Set small icon
	
	// TODO: Add extra initialization here
	//////////////////////////////MycodeHere///////////////////////////////////
	//初始化combo m_nofycscombo
    for(int i = 1;i<m_yccs+1;i++)
	{
		CString str="";
		str.Format("%d",i);
		str = "层" + str;
		m_nofycscombo.AddString(str);
	}
    m_nofycscombo.SetCurSel(0);
	
	p_num_HNodes = new int[m_yccs];
    for(i = 0;i<m_yccs;i++)
	{
		p_num_HNodes[i] = 0;
	}
	
	//初始化标识isInit;
	isInit = FALSE;
	//为数组指针开辟初始空间并赋值
	p_num_HNodesPy = new float[1];
	p_num_HNodesPy = 0;
	p_num_INodesPy = new float[1];
	p_num_INodesPy[0] = 0;
	m_wp = new CWeight[1];
	p_weight = new float[1];
	p_weight[0] = 0;
	//初始化combo m_stopcombo
	for(int j=1;j<3;j++)
	{
        CString tempstr = "";
		tempstr.Format("%d",j);
		tempstr = "模式"+tempstr;
		m_stopcombo.AddString(tempstr);
		
	}
	m_stopcombo.SetCurSel(0);
	/////////////////////////////////////////////////////////////////////////
	return TRUE;  // return TRUE  unless you set the focus to a control
}



// If you add a minimize button to your dialog, you will need the code below
//  to draw the icon.  For MFC applications using the document/view model,
//  this is automatically done for you by the framework.

void CCBADlg::OnPaint() 
{
	
	
		CRect rect;
        CPaintDC dc(this);
        GetClientRect(rect);
        dc.FillSolidRect(rect,RGB(255,255,255)); //设置为白色背景

		CDialog::OnPaint();
	
}

// The system calls this to obtain the cursor to display while the user drags
//  the minimized window.
HCURSOR CCBADlg::OnQueryDragIcon()
{
	return (HCURSOR) m_hIcon;
}

void CCBADlg::OnSetfocusNofycsCombo() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	m_nofycscombo.ResetContent();
	for(int i = 1;i<m_yccs+1;i++)
	{
		CString str="";
		str.Format("%d",i);
		str = "层" + str;
		m_nofycscombo.AddString(str);
	}
	m_nofycscombo.SetCurSel(0);

}
void CCBADlg::OnKillfocusYccs() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	p_num_HNodes = new int[m_yccs];
	for(int i = 0;i<m_yccs;i++)
	{
		p_num_HNodes[i] = 0;
	}
}

void CCBADlg::OnKillfocusYccjdsEdit2() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	int i;
	i = m_nofycscombo.GetCurSel();
	p_num_HNodes[i] = m_yccjds;

   	int j = 0;
	for(i = 0;i<m_yccs;i++)
	{
		j = j+ p_num_HNodes[i];
	}
	p_num_HNodesPy = new float[j];
	for(i = 0;i<j;i++)
	{
		p_num_HNodesPy[i] = 0;
	}
	

}

void CCBADlg::OnSelchangeNofycsCombo() 
{
	// TODO: Add your control notification handler code here
	
	int i;
	i = m_nofycscombo.GetCurSel();
	m_yccjds = p_num_HNodes[i];
	UpdateData(FALSE);
}

void CCBADlg::OnSetfocusYccpyCombo() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	m_yccpycombo.ResetContent();
	CString str="";
    int j = 0;
	for(int i = 0;i<m_yccs;i++)
	{
		j = j+ p_num_HNodes[i];
	}
	for(int k=1;k<j+1;k++)
	{
		str.Format("%d",k);
		m_yccpycombo.AddString(str);
	}
	m_yccpycombo.SetCurSel(0);
}

void CCBADlg::OnSelchangeYccpyCombo() 
{
	// TODO: Add your control notification handler code here
	int i = m_yccpycombo.GetCurSel();
	m_yccpyz = p_num_HNodesPy[i];
    UpdateData(FALSE);
}

void CCBADlg::OnKillfocusYccpyzEdit() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	int i;
	i = m_yccpycombo.GetCurSel();
	p_num_HNodesPy[i] = m_yccpyz;
}

void CCBADlg::OnSetfocusSccpyCombo() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	m_sccpycomb.ResetContent();
	CString str;
    for(int k=1;k<m_sccjds+1;k++)
	{
		str.Format("%d",k);
		m_sccpycomb.AddString(str);
	}
	m_sccpycomb.SetCurSel(0);
}

void CCBADlg::OnKillfocusSccpyzEdit() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	int i = m_sccpycomb.GetCurSel();
	p_num_INodesPy[i] = m_sccpyz;

}

void CCBADlg::OnKillfocusSccjdsEdit() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	p_num_INodesPy = new float[m_sccjds];
	for (int i=0;i<m_sccjds;i++) {
		p_num_INodesPy[i]=0;
	}
	SetNetWorkWeight();
}

void CCBADlg::OnSelchangeSccpyCombo() 
{
	// TODO: Add your control notification handler code here
	int i = m_sccpycomb.GetCurSel();
	 m_sccpyz = p_num_INodesPy[i];
	UpdateData(FALSE);
}
void CCBADlg::SetNetWorkWeight()
{
	UpdateData(TRUE);
	/*权值的个数由公式:输入层节点数x隐藏层节点数+隐藏层节点数x输出层节点数*/
	short ih_w_num,ho_w_num,hh_w_num=0; //w_num权值总数,ih_w_num输入层到隐藏层的权值总数,ho_w_num隐藏层到输出层的权值总数
	                                          //hh_w_num隐藏层第一层到隐藏层最后一层权值总数 
    ih_w_num = m_srcjds*p_num_HNodes[0];
	for(int ii_h=0;ii_h<m_yccs-1;ii_h++)
	{
		hh_w_num = hh_w_num+p_num_HNodes[ii_h]*p_num_HNodes[ii_h+1];
	}
	ho_w_num = p_num_HNodes[m_yccs-1]*m_sccjds;
	w_num = ih_w_num+hh_w_num+ho_w_num;
	m_wp = new CWeight[w_num];

    p_weight = new float[w_num];

	for(int i=0;i<w_num;i++)
	{
        p_weight[i] = 0;
	}

}

void CCBADlg::OnSetfocusMxqzCombo() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	m_mxqzcombo.ResetContent();
    short ih_w_num,ho_w_num,hh_w_num=0; //w_num权值总数,ih_w_num输入层到隐藏层的权值总数,ho_w_num隐藏层到输出层的权值总数
	                                          //hh_w_num隐藏层第一层到隐藏层最后一层权值总数
	CString str="";
    ih_w_num = m_srcjds*p_num_HNodes[0];
	for(int ii_h=0;ii_h<m_yccs-1;ii_h++)
	{
		hh_w_num = hh_w_num+p_num_HNodes[ii_h]*p_num_HNodes[ii_h+1];
	}
	ho_w_num = p_num_HNodes[m_yccs-1]*m_sccjds;
	w_num = ih_w_num+hh_w_num+ho_w_num;
    
	for(int i=0;i<w_num;i++)
	{
         str.Format("%d",i);
		 str = "w"+str;
		 m_mxqzcombo.AddString(str);
	}
	m_mxqzcombo.SetCurSel(0);
}

void CCBADlg::OnSelchangeMxqzCombo() 
{
	// TODO: Add your control notification handler code here
	int i = m_mxqzcombo.GetCurSel();
	m_mxqz = p_weight[i];
	UpdateData(FALSE);
}

void CCBADlg::OnKillfocusMxqzzEdit() 
{
	// TODO: Add your control notification handler code here
	UpdateData(TRUE);
	int i = m_mxqzcombo.GetCurSel();
	p_weight[i] = m_mxqz;
	for(int j=0;j<w_num;j++)
	{
		m_wp[j].SetW_w(p_weight[j]);
	}
}

void CCBADlg::OnInitNetwork() 
{
	// TODO: Add your control notification handler code here
	if(m_sccjds==0||m_srcjds==0||m_yccjds ==0)
	{
		MessageBox("请正确配置模型参数",NULL,MB_OK|MB_ICONINFORMATION);
		return;
	}
	//数据准备
	UpdateData(TRUE);
	NumberofIlayerNode = m_srcjds;
	NumberofOlayerNode = m_sccjds;
	NumberofHlayer = m_yccs;
	IndexofStopMode = m_stopcombo.GetCurSel();
	MessageBox("配置成功!",NULL,MB_OK|MB_ICONINFORMATION);
	/*CString out_str="";
	float data[119][7];
	float num_of_data[1];
	//float a[] = {1,0,1,1};
	//初始化ADO
	if(ado.ReadConfigFile("DataConfig.txt"))
	{
		if(!ado.OnInitADOConn())
		{
			return;
		}
		CString temp = ado.username;
		if(ado.GetData(num_of_data,"select count(*) from train_data"))
		{
		
			if(ado.GetData(data[0],"select * from train_data"))
			{
						 
						 isInit = true;
			}
			
		}
		else
		{
				MessageBox("数据库中没有训练数据!",NULL,MB_OK);
				ado.ExitConnect();
				return;
				
		}
		ado.ExitConnect();
		/////////////////////////////////////////////////////
		CNeural_NetWork network(m_yccs);
		network.InitNeural_NetWork(m_srcjds,m_sccjds,p_num_HNodes,p_num_HNodesPy,p_num_INodesPy,m_wp);
		int indexofmode;
		indexofmode = m_stopcombo.GetCurSel();
		switch(indexofmode)
		{
			case 0:
			   network.Train(data[0],num_of_data[0],m_stop);
			break;
			
			case 1:
			   network.SK_Train(data[0],num_of_data[0],m_stop);
			   break;

		}
	}
	else
	{
		MessageBox("读取配置连接失败,请检查配置!",NULL,MB_OK|MB_ICONINFORMATION);
		return;
	}
	*/
	//out_str = network.GetResult();
	//m_xljg = out_str;
	//UpdateData(FALSE);
}




HBRUSH CCBADlg::OnCtlColor(CDC* pDC, CWnd* pWnd, UINT nCtlColor) 
{
	HBRUSH hbr = CDialog::OnCtlColor(pDC, pWnd, nCtlColor);
	
	// TODO: Change any attributes of the DC here
	if   (pWnd->GetDlgCtrlID()   ==   IDC_STATIC)   
        {   
              //   Set   the   text   color   to   red
		      hbr   =   CreateSolidBrush(RGB(255,255,255)); 
              pDC->SetTextColor(RGB(0,   0,   0));   
    
              //   Set   the   background   mode   for   text   to   transparent     
              //   so   background   will   show   thru.   
              pDC->SetBkMode(TRANSPARENT);   
    
              //   Return   handle   to   our   CBrush   object   
              //hbr   =   m_brush;   
        }   

	// TODO: Return a different brush if the default is not desired
	return hbr;
}