1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 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.Collections.Generic;
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24 | using System.Drawing;
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25 | using System.Linq;
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26 | using HEAL.Attic;
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27 | using HeuristicLab.Common;
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28 | using HeuristicLab.Core;
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29 |
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30 | namespace HeuristicLab.Analysis {
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31 | [StorableType("1bc5f640-ed3a-49dd-9dca-aa034cc81e12")]
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32 | [Item("Pareto Front Scatter Plot", "The optimal front, current front(s) and associated items.")]
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33 | public class ParetoFrontScatterPlot<T> : Item where T: class, IItem {
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34 |
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35 | public static new Image StaticItemImage {
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36 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Performance; }
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37 | }
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38 |
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39 | [Storable]
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40 | private int objectives;
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41 | public int Objectives {
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42 | get { return objectives; }
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43 | }
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44 |
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45 | [Storable]
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46 | private IList<double[][]> fronts;
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47 | public IList<double[][]> Fronts {
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48 | get { return fronts; }
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49 | }
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50 |
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51 | [Storable]
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52 | private IList<T[]> items;
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53 | public IList<T[]> Items {
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54 | get { return items; }
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55 | }
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56 |
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57 | [Storable]
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58 | private IList<double[]> bestKnownFront;
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59 | public IList<double[]> BestKnownFront {
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60 | get { return bestKnownFront; }
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61 | }
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62 |
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63 | [StorableConstructor]
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64 | protected ParetoFrontScatterPlot(StorableConstructorFlag _) : base(_) { }
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65 | public ParetoFrontScatterPlot() { }
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66 | public ParetoFrontScatterPlot(IList<double[][]> qualities, IList<T[]> items, IList<double[]> paretoFront, int objectives) {
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67 | this.fronts = qualities;
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68 | this.items = items;
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69 | this.bestKnownFront = paretoFront;
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70 | this.objectives = objectives;
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71 | }
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72 | protected ParetoFrontScatterPlot(ParetoFrontScatterPlot<T> original, Cloner cloner)
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73 | : base(original, cloner) {
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74 | if (original.fronts != null) fronts = original.fronts.Select(s => s.Select(x => x.ToArray()).ToArray()).ToArray();
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75 | if (original.items != null) items = original.items.Select(s => s.Select(cloner.Clone).ToArray()).ToArray();
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76 | if (original.bestKnownFront != null) bestKnownFront = original.bestKnownFront.Select(s => s.ToArray()).ToArray();
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77 | objectives = original.objectives;
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78 | }
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79 | public override IDeepCloneable Clone(Cloner cloner) {
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80 | return new ParetoFrontScatterPlot<T>(this, cloner);
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81 | }
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82 | }
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83 |
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84 | [StorableType("3BF7AD0E-8D55-4033-974A-01DB16F9E41A")]
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85 | [Item("Pareto Front Scatter Plot", "The optimal front, current front and its associated Points in the searchspace")]
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86 | [Obsolete("Use the generic ParetoFrontScatterPlot<T> instead.")]
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87 | public class ParetoFrontScatterPlot : Item {
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88 | public static new Image StaticItemImage {
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89 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Performance; }
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90 | }
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91 |
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92 | [Storable]
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93 | private int objectives;
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94 | public int Objectives {
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95 | get { return objectives; }
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96 | }
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97 |
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98 | [Storable]
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99 | private int problemSize;
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100 | public int ProblemSize {
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101 | get { return problemSize; }
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102 | }
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103 |
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104 | [Storable]
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105 | private double[][] qualities;
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106 | public double[][] Qualities {
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107 | get { return qualities; }
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108 | }
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109 |
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110 | [Storable]
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111 | private double[][] solutions;
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112 | public double[][] Solutions {
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113 | get { return solutions; }
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114 | }
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115 |
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116 | [Storable]
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117 | private double[][] paretoFront;
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118 | public double[][] ParetoFront {
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119 | get { return paretoFront; }
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120 | }
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121 |
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122 | #region Constructor, Cloning & Persistance
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123 | public ParetoFrontScatterPlot(double[][] qualities, double[][] solutions, double[][] paretoFront, int objectives, int problemSize) {
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124 | this.qualities = qualities;
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125 | this.solutions = solutions;
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126 | this.paretoFront = paretoFront;
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127 | this.objectives = objectives;
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128 | this.problemSize = problemSize;
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129 | }
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130 | public ParetoFrontScatterPlot() { }
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131 |
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132 | protected ParetoFrontScatterPlot(ParetoFrontScatterPlot original, Cloner cloner)
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133 | : base(original, cloner) {
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134 | if (original.qualities != null) qualities = original.qualities.Select(s => s.ToArray()).ToArray();
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135 | if (original.solutions != null) solutions = original.solutions.Select(s => s.ToArray()).ToArray();
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136 | if (original.paretoFront != null) paretoFront = original.paretoFront.Select(s => s.ToArray()).ToArray();
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137 | objectives = original.objectives;
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138 | problemSize = original.problemSize;
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139 | }
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140 | public override IDeepCloneable Clone(Cloner cloner) {
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141 | return new ParetoFrontScatterPlot(this, cloner);
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142 | }
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143 |
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144 | [StorableConstructor]
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145 | protected ParetoFrontScatterPlot(StorableConstructorFlag _) : base(_) { }
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146 | #endregion
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147 | }
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148 | }
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