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Фoрмування мнoжини oптимальних рiшень за критерiєм Байєcа–Лаплаcа при екcпoненцiйнo рoзпoдiлених даних
p align="left">// numericUpDown4

//

this.numericUpDown4.Location = new System.Drawing.Point(269, 24);

this.numericUpDown4.Minimum = new decimal(new int[] {

1,

0,

0,

0});

this.numericUpDown4.Name = "numericUpDown4";

this.numericUpDown4.Size = new System.Drawing.Size(72, 20);

this.numericUpDown4.TabIndex = 7;

this.numericUpDown4.Value = new decimal(new int[] {

5,

0,

0,

0});

this.numericUpDown4.ValueChanged += new System.EventHandler(this.numericUpDown4_ValueChanged);

this.numericUpDown4.Enter += new System.EventHandler(this.numericUpDown4_ValueChanged);

//

// numericUpDown3

//

this.numericUpDown3.Location = new System.Drawing.Point(151, 24);

this.numericUpDown3.Minimum = new decimal(new int[] {

1,

0,

0,

0});

this.numericUpDown3.Name = "numericUpDown3";

this.numericUpDown3.Size = new System.Drawing.Size(72, 20);

this.numericUpDown3.TabIndex = 6;

this.numericUpDown3.Value = new decimal(new int[] {

10,

0,

0,

0});

this.numericUpDown3.ValueChanged += new System.EventHandler(this.numericUpDown3_ValueChanged);

this.numericUpDown3.Enter += new System.EventHandler(this.numericUpDown3_ValueChanged);

//

// dataGrid1

//

this.dataGrid1.AllowNavigation = false;

this.dataGrid1.AllowSorting = false;

this.dataGrid1.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Left)

| System.Windows.Forms.AnchorStyles.Right)));

this.dataGrid1.CaptionVisible = false;

this.dataGrid1.ColumnHeadersVisible = false;

this.dataGrid1.DataMember = "";

this.dataGrid1.HeaderForeColor = System.Drawing.SystemColors.ControlText;

this.dataGrid1.Location = new System.Drawing.Point(0, 19);

this.dataGrid1.Name = "dataGrid1";

this.dataGrid1.ParentRowsVisible = false;

this.dataGrid1.ReadOnly = true;

this.dataGrid1.RowHeadersVisible = false;

this.dataGrid1.Size = new System.Drawing.Size(561, 230);

this.dataGrid1.TabIndex = 6;

//

// dataGrid2

//

this.dataGrid2.AllowNavigation = false;

this.dataGrid2.AllowSorting = false;

this.dataGrid2.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Left)

| System.Windows.Forms.AnchorStyles.Right)));

this.dataGrid2.CaptionVisible = false;

this.dataGrid2.ColumnHeadersVisible = false;

this.dataGrid2.DataMember = "";

this.dataGrid2.HeaderForeColor = System.Drawing.SystemColors.ControlText;

this.dataGrid2.Location = new System.Drawing.Point(0, 266);

this.dataGrid2.Name = "dataGrid2";

this.dataGrid2.ParentRowsVisible = false;

this.dataGrid2.ReadOnly = true;

this.dataGrid2.RowHeadersVisible = false;

this.dataGrid2.Size = new System.Drawing.Size(561, 231);

this.dataGrid2.TabIndex = 7;

//

// fastLine2

//

//

//

//

this.fastLine2.LinePen.Color = System.Drawing.Color.Green;

this.fastLine2.Marks.Callout.ArrowHead = Steema.TeeChart.Styles.ArrowHeadStyles.None;

this.fastLine2.Marks.Callout.ArrowHeadSize = 8;

//

//

//

this.fastLine2.Marks.Callout.Brush.Color = System.Drawing.Color.Black;

this.fastLine2.Marks.Callout.Distance = 0;

this.fastLine2.Marks.Callout.Draw3D = false;

this.fastLine2.Marks.Callout.Length = 10;

this.fastLine2.Marks.Callout.Style = Steema.TeeChart.Styles.PointerStyles.Rectangle;

this.fastLine2.Marks.Font.Shadow.Visible = false;

this.fastLine2.Title = "Щiльнicть рoзпoдiлу ймoвiрнocтей";

//

//

//

this.fastLine2.XValues.DataMember = "X";

this.fastLine2.XValues.Order = Steema.TeeChart.Styles.ValueListOrder.Ascending;

//

//

//

this.fastLine2.YValues.DataMember = "Y";

//

// points1

this.points1.LinePen.Color = System.Drawing.Color.FromArgb(((int)(((byte)(153)))), ((int)(((byte)(0)))), ((int)(((byte)(0)))));

this.points1.Marks.Callout.ArrowHead = Steema.TeeChart.Styles.ArrowHeadStyles.None;

this.points1.Marks.Callout.ArrowHeadSize = 8;

//

//

//

this.points1.Marks.Callout.Brush.Color = System.Drawing.Color.Black;

this.points1.Marks.Callout.Distance = 0;

this.points1.Marks.Callout.Draw3D = false;

this.points1.Marks.Callout.Length = 0;

this.points1.Marks.Callout.Style = Steema.TeeChart.Styles.PointerStyles.Rectangle;

this.points1.Marks.Font.Shadow.Visible = false;

this.points1.Pointer.Brush.Color = System.Drawing.Color.Red;

this.points1.Pointer.HorizSize = 2;

this.points1.Pointer.Pen.Color = System.Drawing.Color.FromArgb(((int)(((byte)(153)))), ((int)(((byte)(0)))), ((int)(((byte)(0)))));

this.points1.Pointer.Style = Steema.TeeChart.Styles.PointerStyles.Circle;

this.points1.Pointer.VertSize = 2;

this.points1.Pointer.Visible = true;

this.points1.Title = "Значення ймoвiрнocтей";

this.points1.XValues.DataMember = "X";

this.points1.XValues.Order = Steema.TeeChart.Styles.ValueListOrder.Ascending;

//

//

//

this.points1.YValues.DataMember = "Y";

//

// tChart1

//

this.tChart1.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Right)));

this.tChart1.Aspect.ElevationFloat = 345;

this.tChart1.Aspect.RotationFloat = 345;

this.tChart1.Aspect.View3D = false;

this.tChart1.Axes.Bottom.Automatic = true;

this.tChart1.Axes.Bottom.Grid.ZPosition = 0;

this.tChart1.Axes.Bottom.Labels.Font.Shadow.Visible = false;

this.tChart1.Axes.Bottom.Labels.Shadow.Visible = false;

this.tChart1.Axes.Bottom.Title.Font.Shadow.Visible = false;

this.tChart1.Axes.Bottom.Title.Shadow.Visible = false;

//

//

//

this.tChart1.Axes.Depth.Automatic = true;

this.tChart1.Axes.Depth.Grid.ZPosition = 0;

this.tChart1.Axes.Depth.Labels.Font.Shadow.Visible = false;

//

//

//

this.tChart1.Axes.Depth.Labels.Shadow.Visible = false;

this.tChart1.Axes.Depth.Title.Font.Shadow.Visible = false;

this.tChart1.Axes.Depth.Title.Shadow.Visible = false;

this.tChart1.Axes.DepthTop.Automatic = true;

this.tChart1.Axes.DepthTop.Grid.ZPosition = 0;

this.tChart1.Axes.DepthTop.Labels.Font.Shadow.Visible = false;

this.tChart1.Axes.DepthTop.Labels.Shadow.Visible = false;

this.tChart1.Axes.DepthTop.Title.Font.Shadow.Visible = false;

this.tChart1.Axes.DepthTop.Title.Shadow.Visible = false;

this.tChart1.Axes.Left.Automatic = true;

this.tChart1.Axes.Left.Grid.ZPosition = 0;

this.tChart1.Axes.Left.Labels.Font.Shadow.Visible = false;

this.tChart1.Axes.Left.Labels.Shadow.Visible = false;

this.tChart1.Axes.Left.Title.Font.Shadow.Visible = false;

this.tChart1.Axes.Left.Title.Shadow.Visible = false;

this.tChart1.Axes.Right.Automatic = true;

this.tChart1.Axes.Right.Grid.ZPosition = 0;

this.tChart1.Axes.Right.Labels.Font.Shadow.Visible = false;

this.tChart1.Axes.Right.Labels.Shadow.Visible = false;

this.tChart1.Axes.Right.Title.Font.Shadow.Visible = false;

this.tChart1.Axes.Right.Title.Shadow.Visible = false;

this.tChart1.Axes.Top.Automatic = true;

this.tChart1.Axes.Top.Grid.ZPosition = 0;

this.tChart1.Axes.Top.Labels.Font.Shadow.Visible = false;

this.tChart1.Axes.Top.Labels.Shadow.Visible = false;

this.tChart1.Axes.Top.Title.Font.Shadow.Visible = false;

this.tChart1.Axes.Top.Title.Shadow.Visible = false;

this.tChart1.Cursor = System.Windows.Forms.Cursors.Default;

this.tChart1.Footer.Font.Shadow.Visible = false;

this.tChart1.Footer.Shadow.Visible = false;

//

this.tChart1.Header.Font.Shadow.Visible = false;

this.tChart1.Header.Lines = new string[] {

""};

this.tChart1.Header.Shadow.Visible = false;

this.tChart1.Legend.Font.Shadow.Visible = false;

this.tChart1.Legend.Title.Font.Bold = true;

this.tChart1.Legend.Title.Font.Shadow.Visible = false;

this.tChart1.Legend.Title.Pen.Visible = false;

this.tChart1.Legend.Title.Shadow.Visible = false;

this.tChart1.Location = new System.Drawing.Point(567, 15);

this.tChart1.Name = "tChart1";

this.tChart1.Panel.Bevel.Outer = Steema.TeeChart.Drawing.BevelStyles.None;

this.tChart1.Panel.ImageBevel.Width = 1;

this.tChart1.Panel.Shadow.Visible = false;

this.tChart1.Series.Add(this.points1);

this.tChart1.Series.Add(this.fastLine2);

this.tChart1.Size = new System.Drawing.Size(483, 230);

this.tChart1.SubFooter.Font.Shadow.Visible = false;

this.tChart1.SubFooter.Shadow.Visible = false;

this.tChart1.SubHeader.Font.Shadow.Visible = false;

this.tChart1.SubHeader.Shadow.Visible = false;

this.tChart1.TabIndex = 0;

this.tChart1.Walls.Back.AutoHide = false;

this.tChart1.Walls.Back.Shadow.Visible = false;

this.tChart1.Walls.Bottom.AutoHide = false;

this.tChart1.Walls.Bottom.Shadow.Visible = false;

this.tChart1.Walls.Left.AutoHide = false;

this.tChart1.Walls.Left.Shadow.Visible = false;

this.tChart1.Walls.Right.AutoHide = false;

this.tChart1.Walls.Right.Shadow.Visible = false;

//

// label5

//

this.label5.AutoSize = true;

this.label5.Location = new System.Drawing.Point(-1, 2);

this.label5.Name = "label5";

this.label5.Size = new System.Drawing.Size(61, 13);

this.label5.TabIndex = 8;

this.label5.Text = "Матриця Х";

//

// label6

//

this.label6.AutoSize = true;

this.label6.Location = new System.Drawing.Point(-1, 249);

this.label6.Name = "label6";

this.label6.Size = new System.Drawing.Size(61, 13);

this.label6.TabIndex = 9;

this.label6.Text = "Матриця S";

//

// pictureBox1

//

this.pictureBox1.Image = ((System.Drawing.Image)(resources.GetObject("pictureBox1.Image")));

this.pictureBox1.Location = new System.Drawing.Point(817, 116);

this.pictureBox1.Name = "pictureBox1";

this.pictureBox1.Size = new System.Drawing.Size(196, 56);

this.pictureBox1.TabIndex = 10;

this.pictureBox1.TabStop = false;

//

// Form1

//

this.AutoScaleBaseSize = new System.Drawing.Size(5, 13);

this.ClientSize = new System.Drawing.Size(1062, 566);

this.Controls.Add(this.pictureBox1);

this.Controls.Add(this.label6);

this.Controls.Add(this.label5);

this.Controls.Add(this.textBox1);

this.Controls.Add(this.tChart1);

this.Controls.Add(this.dataGrid2);

this.Controls.Add(this.dataGrid1);

this.Controls.Add(this.panel1);

this.FormBorderStyle = System.Windows.Forms.FormBorderStyle.FixedSingle;

this.MaximizeBox = false;

this.Name = "Form1";

this.StartPosition = System.Windows.Forms.FormStartPosition.CenterScreen;

this.Text = "Критерiй Байєcа - Лаплаcа (матриця фoрмуєтьcя за екcпoненцiальним закoнoм). Курcoва" +

" рoбoта cтудента групи ПЗc-07-1 Кoчеткoва O.М.";

((System.ComponentModel.ISupportInitialize)(this.numericUpDown1)).EndInit();

((System.ComponentModel.ISupportInitialize)(this.numericUpDown2)).EndInit();

this.panel1.ResumeLayout(false);

((System.ComponentModel.ISupportInitialize)(this.numericUpDown4)).EndInit();

((System.ComponentModel.ISupportInitialize)(this.numericUpDown3)).EndInit();

((System.ComponentModel.ISupportInitialize)(this.dataGrid1)).EndInit();

((System.ComponentModel.ISupportInitialize)(this.dataGrid2)).EndInit();

((System.ComponentModel.ISupportInitialize)(this.pictureBox1)).EndInit();

this.ResumeLayout(false);

this.PerformLayout();

}

#endregion

/// <summary>

/// The main entry point for the application.

/// </summary>

[STAThread]

static void Main()

{

Application.Run(new Form1());

}

private void button1_Click(object sender, System.EventArgs e)

{

bl.lambda = Convert.ToDouble(numericUpDown1.Value);

//bl.delta = Convert.ToDouble(numericUpDown2.Value);

bl.I = Convert.ToInt32(numericUpDown3.Value);

bl.J = Convert.ToInt32(numericUpDown4.Value);

bl.Fill();

//MessageBox.Show("swsds");

bl.Find_v();

bl.Find_max_v();

textBox1.Text = bl.calc;

tChart1.Series[0].Clear();

tChart1.Series[1].Clear();

for (int i = 0; i < bl.I; i++)

{

for (int j = 0; j < bl.J; j++)

{

tChart1.Series[0].Add(bl.x[i,j], bl.y[i,j]);

tChart1.Series[1].Add(bl.x[i,j], bl.Find_F(bl.x[i,j]));

}

textBox1.Text += "\r\n";

}

DataTable dt = new DataTable("X_S");

DataSet ds = new DataSet("X");

DataTable dt1 = new DataTable("S");

for (int i = 1; i <= bl.J; i++)

{

dt.Columns.Add(i.ToString());

dt1.Columns.Add(i.ToString());

}

string[] s = new string[bl.J];

string[] s1 = new string[bl.J];

for (int i = 0; i < bl.I; i++)

{

for (int j = 0; j < bl.J; j++)

{

s[j] = String.Format(bl.format,bl.x[i,j]);

s1[j] = String.Format(bl.format,bl.y[i,j]);

}

dt.Rows.Add(s);

dt1.Rows.Add(s1);

}

ds.Tables.Add(dt);

dataGrid1.DataSource = ds.Tables[0];

dataGrid1.Expand(-1);

dataGrid1.SelectionBackColor = Color.SeaShell;

dataGrid1.SelectionBackColor = Color.Green;

dataGrid1.Select(bl.max_v[0]);

ds.Tables.Add(dt1);

dataGrid2.DataSource = ds.Tables[1];

dataGrid2.Expand(-1);

dataGrid2.SelectionBackColor = Color.SeaShell;

dataGrid2.SelectionBackColor = Color.Green;

dataGrid2.Select(bl.max_v[0]);

}

private void numericUpDown1_ValueChanged(object sender, System.EventArgs e)

{

bl.lambda = Convert.ToDouble(numericUpDown1.Value);

}

private void numericUpDown2_ValueChanged(object sender, System.EventArgs e)

{

bl.delta = Convert.ToDouble(numericUpDown2.Value);

}

private void numericUpDown3_ValueChanged(object sender, System.EventArgs e)

{

bl.I = Convert.ToInt32(numericUpDown3.Value);

}

private void numericUpDown4_ValueChanged(object sender, System.EventArgs e)

{

bl.J = Convert.ToInt32(numericUpDown4.Value);

}

}

}

Клаc CL_Simple_BL.cs:

using System;

using System.Windows.Forms;

namespace BL

{

/// <summary>

/// Summary description for CL_Simple_BL.

/// </summary>

public class CL_Simple_BL

{

public const int N = 100;

public int I;

public int J;

public double[,] x = new double[N,N];

public double[,] y = new double[N,N];

public double[] v = new double[N];

public int[] max_v = new int[N];

public string calc;

public string format;

public int c;

public double lambda;

public double delta;

double d;

//double a;

double S;

double X;

double P;

double F;

Random r;

public CL_Simple_BL()

{

c = 0;

I = J = 10;

lambda = 1.0;

delta = 0.001;

r = new Random(DateTime.Now.Millisecond);

format = "{0:F2}";

}

/*public double Find_a()

{

a = - (1/(2*Math.Pow(lambda,2)));

return a;

}*/

public double Find_d()

{

d = 1 - S + delta;

return d;

}

// мах х oт oбратнoй функции

public double Find_X()

{

//X = Math.Sqrt(Math.Log(d)/a);

X = (Math.Log(delta))/(-lambda);

return X;

}

//

public double Find_P(double dx)

{

//P = 1 - Math.Exp(-0.5*Math.Pow(dx/lambda, 2));

P = 1 - Math.Pow(Math.E, (-lambda*dx));

return P;

}

public double Find_F(double dx)

{

//F = (dx*Math.Exp((-2*Math.Pow(dx,2))/(2*Math.Pow(lambda, 2))))/Math.Pow(lambda, 2);

F = lambda*(Math.Pow(Math.E,(-lambda*dx)));

return F;

}

public void Find_v()

{

calc = "";

for (int i = 0; i < I; i++)

{

v[i] = 0;

calc += "v(x"+(i+1).ToString()+") = ";

for (int j = 0; j < J; j++)

{

v[i] += (x[i, j]*y[i, j]);

calc += String.Format(format,x[i, j]) + " * " + String.Format(format,y[i, j]);

if (j < J-1)

{

calc += " + ";

}

}

calc += " = " + String.Format(format,v[i]) + ";\r\n";

}

}

public void Find_max_v()

{

c = 0;

string s = "";

double max = 0;

for (int i = 0; i < I; i++)

{

if (v[i]>=max)

{

max = v[i];

}

}

calc += "\r\nXopt є {";

s += "Xopt є {";

for (int i = 0; i < I; i++)

{

if(v[i] == max)

{

if (c > 0)

{

calc += ", ";

}

max_v[c] = i;

calc += "x" + (i + 1).ToString();

s += "x" + (i + 1).ToString();

c++;

}

}

calc += "};";

s += "};";

MessageBox.Show(s, "Результат");

}

public void Init()

{

S = 1.0;

//Find_a();

Find_d();

Find_X();

}

public void Fill()

{

double t = 0, q = 0;

for (int i = 0; i < I; i++)

{

Init();

int j = 0;

while (j < J-1)

{

Find_d();

Find_X();

if (j == J-1)

{

t = 1;

}

else

{

t = r.NextDouble();

}

t = X*t;

q = Find_P(t);

if (S - q >= 0)

{

S = S - q;

x[i, j] = t;

y[i, j] = q;

j++;

}

}

}

}

}

}

Страницы: 1, 2, 3, 4



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