doc.cs

基于BP算法的贝叶斯网络参数学习

using System;
using System.Drawing;
using System.Collections;
using System.ComponentModel;
using System.Windows.Forms;
using System.Runtime.InteropServices;
using System.Drawing.Drawing2D;
using System.Xml;
using System.Runtime.Serialization;

namespace bs
{
	/// <summary>
	/// Form2 的摘要说明。
	/// </summary>
	///
	//[Serializable]
	
	[Serializable]
	public class Doc : System.Windows.Forms.Form ,ISerializable
	{
        private int IndexD=1;
		private System.ComponentModel.IContainer components=null;
		public NodeArray myNodeArray;
		private Point from=new Point(0,0);
		private Point to=new Point(0,0);
		private Point originfrom;
		private Point originto;
		
		public double[][] function=new double[100][];
		public int m=0;
		public string document=null;
		public string evidence="";
		public string query="";
     
        //int innum = 0, outnum = 0;
      

		private Line CurrentLine; 
		public LineArray Lines=new LineArray();
       

        ///////////////////////////////////////////////////////////////////
        //BP算法参数定义区
        public ArrayList  arrayA;//训练样本的集合
        public int arrC = 0;//输出节点的数量
        public int arrR = 0;//输入节点的数量
        public double Eta = 0.01d;//学习效率
        public ArrayList arrYb = null;
        public ArrayList arrXlq = null;
        ///////////////////////////////////////////////////////////////////
		private System.Windows.Forms.MenuItem menuItem3;
		private System.Windows.Forms.MenuItem menuItem1;
        private System.Windows.Forms.MenuItem menuItem2;

        //private bool first = true; 
		public Color tempColor=System.Drawing.Color.Teal;
		/// <summary>
		/// </summary>
		/// 
		//为保存和open做的工作

		private ArrayList FormControls = new ArrayList();
		private int NumControlsAdded = 0;
        private Control LastControl = null;
        private ToolStrip toolStrip1;
        private ToolStripButton toolStripButton1;
        private ToolStripButton toolStripButton2;
        private ToolStripButton toolStripButton3;
        private ToolStripButton toolStripButton4;
        private ToolStripButton toolStripButton5;
        private ToolStripButton toolStripButton6;
        private ToolStripButton toolStripButton7;
        private ToolStripButton toolStripButton10;
        private ToolStripButton toolStripButton11;
        private ToolStripButton toolStripButton8;
        private Control PreviousControl = null;
        private ToolStripButton toolStripButton9;
        private StatusStrip statusStrip1;
        private ToolStripStatusLabel toolStripStatusLabel1;
        private ToolStripStatusLabel toolStripStatusLabel2;
        private ToolStripStatusLabel toolStripStatusLabel3;
        private ToolStripStatusLabel toolStripStatusLabel4;
        private ToolStripStatusLabel toolStripStatusLabel5;
        private ToolStripStatusLabel toolStripStatusLabel6;
        private ToolStripStatusLabel toolStripStatusLabel7;
        private ToolStripProgressBar toolStripProgressBar1;
		
		public Doc(string docName):base()
		{
			//
			// Windows 窗体设计器支持所必需的
			//
			InitializeComponent();
			//
			// TODO: 在 InitializeComponent 调用后添加任何构造函数代码
			//
			this.Text = docName;
			
			myNodeArray=new NodeArray(this);
			originfrom=from;
			originto=to;
			
		}
		public void GetObjectData(SerializationInfo info,StreamingContext context) 
		{
　           //利用info对象添加需要进行串行化的字段
　           info.AddValue("nodenum", myNodeArray.Count);
　          // info.AddValue("end", end);
　          // info.AddValue("interval", interval);
		}


		/// <summary>
		/// 清理所有正在使用的资源。
		/// </summary>
		protected override void Dispose( bool disposing )
		{
			if( disposing )
			{
				if(components != null)
				{
					components.Dispose();
				}
			}
			base.Dispose( disposing );
			//this.timer1.Stop();
		}

		#region Windows Form Designer generated code
		/// <summary>
		/// 设计器支持所需的方法 - 不要使用代码编辑器修改
		/// 此方法的内容。
		/// </summary>
		private void InitializeComponent()
		{
            System.ComponentModel.ComponentResourceManager resources = new System.ComponentModel.ComponentResourceManager(typeof(Doc));
            this.menuItem3 = new System.Windows.Forms.MenuItem();
            this.menuItem1 = new System.Windows.Forms.MenuItem();
            this.menuItem2 = new System.Windows.Forms.MenuItem();
            this.toolStrip1 = new System.Windows.Forms.ToolStrip();
            this.toolStripButton1 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton2 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton3 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton4 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton5 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton6 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton7 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton10 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton11 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton8 = new System.Windows.Forms.ToolStripButton();
            this.toolStripButton9 = new System.Windows.Forms.ToolStripButton();
            this.statusStrip1 = new System.Windows.Forms.StatusStrip();
            this.toolStripStatusLabel1 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripStatusLabel2 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripStatusLabel3 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripStatusLabel4 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripStatusLabel5 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripStatusLabel6 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripStatusLabel7 = new System.Windows.Forms.ToolStripStatusLabel();
            this.toolStripProgressBar1 = new System.Windows.Forms.ToolStripProgressBar();
            this.toolStrip1.SuspendLayout();
            this.statusStrip1.SuspendLayout();
            this.SuspendLayout();
            // 
            // menuItem3
            // 
            this.menuItem3.Index = -1;
            this.menuItem3.Text = "&New Node";
            // 
            // menuItem1
            // 
            this.menuItem1.Index = -1;
            this.menuItem1.Text = "&New Node";
            // 
            // menuItem2
            // 
            this.menuItem2.Index = -1;
            this.menuItem2.Text = "&New Node";
            // 
            // toolStrip1
            // 
            this.toolStrip1.Items.AddRange(new System.Windows.Forms.ToolStripItem[] {
            this.toolStripButton1,
            this.toolStripButton2,
            this.toolStripButton3,
            this.toolStripButton4,
            this.toolStripButton5,
            this.toolStripButton6,
            this.toolStripButton7,
            this.toolStripButton10,
            this.toolStripButton11,
            this.toolStripButton8,
            this.toolStripButton9});
            this.toolStrip1.Location = new System.Drawing.Point(0, 0);
            this.toolStrip1.Name = "toolStrip1";
            this.toolStrip1.Size = new System.Drawing.Size(671, 25);
            this.toolStrip1.TabIndex = 0;
            this.toolStrip1.Text = "toolStrip1";
            // 
            // toolStripButton1
            // 
            this.toolStripButton1.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton1.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton1.Image")));
            this.toolStripButton1.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton1.Name = "toolStripButton1";
            this.toolStripButton1.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton1.Text = "新建节点";
            this.toolStripButton1.Click += new System.EventHandler(this.toolStripButton1_Click);
            // 
            // toolStripButton2
            // 
            this.toolStripButton2.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton2.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton2.Image")));
            this.toolStripButton2.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton2.Name = "toolStripButton2";
            this.toolStripButton2.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton2.Text = "新建边";
            this.toolStripButton2.Click += new System.EventHandler(this.toolStripButton2_Click);
            // 
            // toolStripButton3
            // 
            this.toolStripButton3.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton3.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton3.Image")));
            this.toolStripButton3.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton3.Name = "toolStripButton3";
            this.toolStripButton3.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton3.Text = "放大";
            this.toolStripButton3.Click += new System.EventHandler(this.toolStripButton3_Click);
            // 
            // toolStripButton4
            // 
            this.toolStripButton4.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton4.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton4.Image")));
            this.toolStripButton4.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton4.Name = "toolStripButton4";
            this.toolStripButton4.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton4.Text = "缩小";
            this.toolStripButton4.Click += new System.EventHandler(this.toolStripButton4_Click);
            // 
            // toolStripButton5
            // 
            this.toolStripButton5.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton5.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton5.Image")));
            this.toolStripButton5.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton5.Name = "toolStripButton5";
            this.toolStripButton5.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton5.Text = "删除节点";
            this.toolStripButton5.Click += new System.EventHandler(this.toolStripButton5_Click);
            // 
            // toolStripButton6
            // 
            this.toolStripButton6.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton6.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton6.Image")));
            this.toolStripButton6.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton6.Name = "toolStripButton6";
            this.toolStripButton6.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton6.Text = "训练";
            this.toolStripButton6.Click += new System.EventHandler(this.toolStripButton6_Click);
            // 
            // toolStripButton7
            // 
            this.toolStripButton7.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton7.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton7.Image")));
            this.toolStripButton7.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton7.Name = "toolStripButton7";
            this.toolStripButton7.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton7.Text = "保存";
            this.toolStripButton7.Click += new System.EventHandler(this.toolStripButton7_Click);
            // 
            // toolStripButton10
            // 
            this.toolStripButton10.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton10.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton10.Image")));
            this.toolStripButton10.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton10.Name = "toolStripButton10";
            this.toolStripButton10.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton10.Text = "toolStripButton10";
            this.toolStripButton10.ToolTipText = "批量录入权值";
            this.toolStripButton10.Click += new System.EventHandler(this.toolStripButton10_Click);
            // 
            // toolStripButton11
            // 
            this.toolStripButton11.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton11.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton11.Image")));
            this.toolStripButton11.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton11.Name = "toolStripButton11";
            this.toolStripButton11.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton11.Text = "toolStripButton11";
            this.toolStripButton11.ToolTipText = "删除边";
            this.toolStripButton11.Click += new System.EventHandler(this.toolStripButton11_Click);
            // 
            // toolStripButton8
            // 
            this.toolStripButton8.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton8.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton8.Image")));
            this.toolStripButton8.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton8.Name = "toolStripButton8";
            this.toolStripButton8.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton8.Text = "toolStripButton8";
            this.toolStripButton8.ToolTipText = "设置学习速率";
            this.toolStripButton8.Click += new System.EventHandler(this.toolStripButton8_Click);
            // 
            // toolStripButton9
            // 
            this.toolStripButton9.DisplayStyle = System.Windows.Forms.ToolStripItemDisplayStyle.Image;
            this.toolStripButton9.Image = ((System.Drawing.Image)(resources.GetObject("toolStripButton9.Image")));
            this.toolStripButton9.ImageTransparentColor = System.Drawing.Color.Magenta;
            this.toolStripButton9.Name = "toolStripButton9";
            this.toolStripButton9.Size = new System.Drawing.Size(23, 22);
            this.toolStripButton9.Text = "toolStripButton9";
            this.toolStripButton9.ToolTipText = "自动生成样本";
            this.toolStripButton9.Click += new System.EventHandler(this.toolStripButton9_Click_1);
            // 
            // statusStrip1
            // 
            this.statusStrip1.Items.AddRange(new System.Windows.Forms.ToolStripItem[] {
            this.toolStripStatusLabel1,
            this.toolStripStatusLabel2,
            this.toolStripStatusLabel3,
            this.toolStripStatusLabel4,