1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2019 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.Drawing;
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24 | using System.Linq;
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25 | using System.Windows.Forms;
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26 | using HeuristicLab.Core.Views;
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27 | using HeuristicLab.Data;
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28 | using HeuristicLab.Encodings.RealVectorEncoding;
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29 | using HeuristicLab.MainForm;
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30 |
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31 | namespace HeuristicLab.Problems.TestFunctions.Views {
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32 | /// <summary>
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33 | /// A view for a SingleObjectiveTestFunctions solution.
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34 | /// </summary>
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35 | [View("Single Objective Test Functions View")]
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36 | [Content(typeof(SingleObjectiveTestFunctionSolution), true)]
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37 | public partial class SingleObjectiveTestFunctionSolutionView : ItemView {
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38 | private Bitmap backgroundImage;
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39 |
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40 | public new SingleObjectiveTestFunctionSolution Content {
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41 | get { return (SingleObjectiveTestFunctionSolution)base.Content; }
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42 | set { base.Content = value; }
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43 | }
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44 |
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45 | public SingleObjectiveTestFunctionSolutionView() {
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46 | InitializeComponent();
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47 | pictureBox.SizeChanged += new EventHandler(pictureBox_SizeChanged);
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48 | qualityView.ReadOnly = true;
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49 | realVectorView.ReadOnly = true;
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50 | backgroundImage = null;
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51 | }
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52 |
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53 | protected override void DeregisterContentEvents() {
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54 | Content.BestKnownRealVectorChanged -= new EventHandler(Content_BestKnownRealVectorChanged);
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55 | Content.BestRealVectorChanged -= new EventHandler(Content_BestRealVectorChanged);
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56 | Content.QualityChanged -= new EventHandler(Content_QualityChanged);
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57 | Content.PopulationChanged -= new EventHandler(Content_PopulationChanged);
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58 | Content.BoundsChanged -= new EventHandler(Content_BoundsChanged);
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59 | base.DeregisterContentEvents();
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60 | }
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61 | protected override void RegisterContentEvents() {
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62 | base.RegisterContentEvents();
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63 | Content.BestKnownRealVectorChanged += new EventHandler(Content_BestKnownRealVectorChanged);
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64 | Content.BestRealVectorChanged += new EventHandler(Content_BestRealVectorChanged);
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65 | Content.QualityChanged += new EventHandler(Content_QualityChanged);
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66 | Content.PopulationChanged += new EventHandler(Content_PopulationChanged);
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67 | Content.BoundsChanged += new EventHandler(Content_BoundsChanged);
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68 | }
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69 |
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70 | private void Content_BestKnownRealVectorChanged(object sender, EventArgs e) {
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71 | if (InvokeRequired)
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72 | Invoke(new EventHandler(Content_BestKnownRealVectorChanged), sender, e);
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73 | else {
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74 | GenerateImage();
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75 | }
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76 | }
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77 |
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78 | private void Content_BestRealVectorChanged(object sender, EventArgs e) {
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79 | if (InvokeRequired)
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80 | Invoke(new EventHandler(Content_BestRealVectorChanged), sender, e);
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81 | else {
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82 | realVectorView.Content = Content.BestRealVector;
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83 | pictureBox.Visible = Content.BestRealVector.Length == 2;
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84 | GenerateImage();
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85 | }
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86 | }
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87 |
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88 | private void Content_QualityChanged(object sender, EventArgs e) {
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89 | if (InvokeRequired)
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90 | Invoke(new EventHandler(Content_QualityChanged), sender, e);
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91 | else {
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92 | qualityView.Content = Content.BestQuality;
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93 | pictureBox.Visible = Content.BestRealVector.Length == 2;
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94 | GenerateImage();
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95 | }
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96 | }
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97 |
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98 | private void Content_PopulationChanged(object sender, EventArgs e) {
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99 | if (InvokeRequired)
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100 | Invoke(new EventHandler(Content_PopulationChanged), sender, e);
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101 | else {
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102 | GenerateImage();
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103 | }
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104 | }
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105 |
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106 | private void Content_BoundsChanged(object sender, EventArgs e) {
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107 | if (InvokeRequired)
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108 | Invoke(new EventHandler(Content_BoundsChanged), sender, e);
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109 | else
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110 | GenerateImage();
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111 | }
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112 |
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113 | protected override void OnContentChanged() {
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114 | base.OnContentChanged();
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115 | if (Content == null) {
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116 | qualityView.Content = null;
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117 | realVectorView.Content = null;
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118 | } else {
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119 | qualityView.Content = Content.BestQuality;
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120 | realVectorView.Content = Content.BestRealVector;
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121 |
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122 | pictureBox.Visible = Content.BestRealVector.Length == 2;
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123 | GenerateImage();
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124 | }
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125 | }
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126 |
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127 | protected override void OnPaint(PaintEventArgs e) {
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128 | GenerateImage();
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129 | base.OnPaint(e);
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130 | }
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131 |
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132 | protected override void SetEnabledStateOfControls() {
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133 | base.SetEnabledStateOfControls();
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134 | qualityView.Enabled = Content != null;
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135 | realVectorView.Enabled = Content != null;
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136 | }
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137 |
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138 | private void GenerateImage() {
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139 | if (!pictureBox.Enabled || pictureBox.Width <= 0 || pictureBox.Height <= 0) return;
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140 | if (Content == null) {
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141 | pictureBox.Image = null;
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142 | return;
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143 | }
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144 | if (backgroundImage == null) {
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145 | GenerateBackgroundImage();
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146 | pictureBox.Image = backgroundImage;
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147 | }
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148 | pictureBox.Refresh();
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149 | DoubleMatrix bounds = Content.Bounds;
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150 | if (bounds == null) bounds = Content.Evaluator.Bounds;
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151 | double xMin = bounds[0, 0], xMax = bounds[0, 1], yMin = bounds[1 % bounds.Rows, 0], yMax = bounds[1 % bounds.Rows, 1];
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152 | double xStep = backgroundImage.Width / (xMax - xMin), yStep = backgroundImage.Height / (yMax - yMin);
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153 |
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154 | using (Graphics graphics = pictureBox.CreateGraphics()) {
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155 | if (Content.BestKnownRealVector != null && Content.BestKnownRealVector.Length == 2) {
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156 | Pen cross = new Pen(Brushes.Red, 2.0f);
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157 | float a = (float)((Content.BestKnownRealVector[0] - xMin) * xStep);
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158 | float b = (float)((Content.BestKnownRealVector[1] - yMin) * yStep);
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159 | graphics.DrawLine(cross, a - 4, b - 4, a + 4, b + 4);
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160 | graphics.DrawLine(cross, a - 4, b + 4, a + 4, b - 4);
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161 | }
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162 | if (Content.Population != null) {
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163 | foreach (RealVector vector in Content.Population.Where(x => x.Length == 2))
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164 | graphics.FillEllipse(Brushes.Blue, (float)((vector[0] - xMin) * xStep - 4), (float)((vector[1] - yMin) * yStep - 4), 8.0f, 8.0f);
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165 | }
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166 | if (Content.BestRealVector != null && Content.BestRealVector.Length == 2) {
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167 | graphics.FillEllipse(Brushes.Green, (float)((Content.BestRealVector[0] - xMin) * xStep - 5), (float)((Content.BestRealVector[1] - yMin) * yStep - 5), 10.0f, 10.0f);
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168 | }
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169 | }
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170 | }
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171 |
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172 | private void GenerateBackgroundImage() {
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173 | if (backgroundImage != null)
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174 | backgroundImage.Dispose();
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175 | backgroundImage = new Bitmap(pictureBox.Width, pictureBox.Height);
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176 | DoubleMatrix bounds = Content.Bounds;
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177 | if (bounds == null) bounds = Content.Evaluator.Bounds;
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178 | double xMin = bounds[0, 0], xMax = bounds[0, 1], yMin = bounds[1 % bounds.Rows, 0], yMax = bounds[1 % bounds.Rows, 1];
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179 | double xStep = (xMax - xMin) / backgroundImage.Width, yStep = (yMax - yMin) / backgroundImage.Height;
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180 | double minPoint = Double.MaxValue, maxPoint = Double.MinValue;
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181 | DoubleMatrix points = new DoubleMatrix(backgroundImage.Height, backgroundImage.Width);
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182 | for (int i = 0; i < backgroundImage.Width; i++)
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183 | for (int j = 0; j < backgroundImage.Height; j++) {
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184 | points[j, i] = Content.Evaluator.Evaluate2D(xMin + i * xStep, yMin + j * yStep);
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185 | if (points[j, i] < minPoint) minPoint = points[j, i];
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186 | if (points[j, i] > maxPoint) maxPoint = points[j, i];
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187 | }
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188 | double grayStep;
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189 | if (maxPoint == minPoint) grayStep = -1;
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190 | else grayStep = 100 / (maxPoint - minPoint);
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191 |
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192 | for (int i = 0; i < backgroundImage.Width; i++)
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193 | for (int j = 0; j < backgroundImage.Height; j++) {
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194 | int luminosity = (grayStep > 0) ? (int)Math.Round((points[j, i] - minPoint) * grayStep) : (128);
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195 | backgroundImage.SetPixel(i, j, Color.FromArgb(255 - luminosity, 255 - luminosity, 255 - luminosity));
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196 | }
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197 | }
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198 |
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199 | private void pictureBox_SizeChanged(object sender, EventArgs e) {
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200 | if (backgroundImage != null) backgroundImage.Dispose();
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201 | backgroundImage = null;
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202 | pictureBox.Image = null;
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203 | GenerateImage();
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204 | }
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205 |
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206 | protected override void OnClosing(FormClosingEventArgs e) {
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207 | pictureBox.Enabled = false;
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208 | if (backgroundImage != null) backgroundImage.Dispose();
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209 | backgroundImage = null;
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210 | pictureBox.Image = null;
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211 | base.OnClosing(e);
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212 | }
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213 | }
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214 | }
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