1 | using System.Diagnostics;
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2 | using HeuristicLab.Algorithms.Bandits;
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3 | using HeuristicLab.Algorithms.GrammaticalOptimization;
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4 | using HeuristicLab.Algorithms.MonteCarloTreeSearch;
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5 | using HeuristicLab.Algorithms.MonteCarloTreeSearch.Base;
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6 | using HeuristicLab.Problems.GrammaticalOptimization;
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7 | using System;
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8 | using System.Collections.Generic;
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9 | using System.ComponentModel;
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10 |
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11 | namespace Evaluation
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12 | {
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13 |
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14 | public enum RunState
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15 | {
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16 | NotStarted,
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17 | Running,
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18 | Analyzing,
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19 | Finished
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20 | }
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21 |
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22 | public class Run : INotifyPropertyChanged
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23 | {
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24 | public Run()
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25 | {
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26 |
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27 | }
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28 |
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29 | public Run(ISymbolicExpressionTreeProblem problem, IBanditPolicy banditPolicy, ISolver solver, int runNumber,
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30 | int maxIterations, int maxLen)
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31 | {
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32 | Problem = problem;
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33 | BanditPolicy = banditPolicy;
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34 | Solver = solver;
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35 | RunNumber = runNumber;
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36 | MaxIterations = maxIterations;
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37 | MaxLen = maxLen;
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38 |
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39 | selectionIndicators = new List<SelectionIndicator>();
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40 | Evaluations = 0;
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41 | BestQuality = double.MinValue;
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42 | RunState = RunState.NotStarted;
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43 | FoundSolutions = new List<FoundSolution>();
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44 | CurrentSelectionIndicator = new SelectionIndicator(0, 0, 0);
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45 |
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46 | BestKnownQuality = problem.BestKnownQuality(maxLen);
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47 | solver.SolutionEvaluated += (sentence, quality) =>
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48 | {
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49 | Evaluations++;
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50 | if (quality > BestQuality)
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51 | {
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52 | BestQuality = quality;
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53 | BestSolution = sentence;
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54 | BestSolutionFoundAt = evaluations;
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55 | FoundSolution solution = new FoundSolution(DateTime.Now, Evaluations, quality, sentence);
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56 | BestSolutionTime = solution.Time - StartTime;
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57 | FoundSolutions.Add(solution);
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58 | }
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59 | };
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60 | if (solver is MonteCarloTreeSearch)
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61 | {
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62 | MonteCarloTreeSearch mcts = (MonteCarloTreeSearch)solver;
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63 | mcts.IterationFinished += mcts_IterationFinished;
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64 | }
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65 | }
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66 |
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67 | private void mcts_IterationFinished(int goodSelections, int totalSelections)
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68 | {
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69 | //CurrentSelectionIndicator.GoodSelections = goodSelections;
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70 | //CurrentSelectionIndicator.TotalSelections = totalSelections;
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71 | //this.OnPropertyChanged("CurrentSelectionIndicator");
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72 | CurrentSelectionIndicator = new SelectionIndicator(goodSelections, totalSelections, selectionIndicators.Count);
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73 | selectionIndicators.Add(CurrentSelectionIndicator);
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74 | }
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75 |
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76 | private List<SelectionIndicator> selectionIndicators;
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77 |
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78 | public List<SelectionIndicator> SelectionIndicators { get { return selectionIndicators; } }
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79 |
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80 |
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81 | private SelectionIndicator currentSelectionIndicator;
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82 |
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83 | public SelectionIndicator CurrentSelectionIndicator
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84 | {
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85 | get { return this.currentSelectionIndicator; }
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86 | set { this.currentSelectionIndicator = value; this.OnPropertyChanged("CurrentSelectionIndicator"); }
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87 | }
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88 |
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89 | private ISymbolicExpressionTreeProblem problem;
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90 |
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91 | public ISymbolicExpressionTreeProblem Problem
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92 | {
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93 | get { return this.problem; }
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94 | set
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95 | {
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96 | this.problem = value;
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97 | this.OnPropertyChanged("Problem");
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98 | }
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99 | }
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100 |
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101 | private IBanditPolicy banditPolicy;
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102 |
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103 | public IBanditPolicy BanditPolicy
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104 | {
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105 | get { return this.banditPolicy; }
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106 | set
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107 | {
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108 | this.banditPolicy = value;
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109 | this.OnPropertyChanged("BanditPolicy");
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110 | }
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111 | }
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112 |
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113 | private ISolver solver;
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114 |
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115 | public ISolver Solver
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116 | {
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117 | get { return this.solver; }
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118 | set
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119 | {
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120 | this.solver = value;
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121 | this.OnPropertyChanged("Solver");
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122 | }
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123 | }
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124 |
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125 | private int runNumber;
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126 |
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127 | public int RunNumber
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128 | {
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129 | get { return this.runNumber; }
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130 | set
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131 | {
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132 | this.runNumber = value;
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133 | this.OnPropertyChanged("RunNumber");
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134 | }
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135 | }
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136 |
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137 | private int maxIterations;
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138 |
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139 | public int MaxIterations
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140 | {
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141 | get { return this.maxIterations; }
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142 | set
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143 | {
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144 | this.maxIterations = value;
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145 | this.OnPropertyChanged("MaxIterations");
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146 | }
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147 | }
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148 |
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149 | private int maxLen;
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150 |
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151 | public int MaxLen
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152 | {
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153 | get { return this.maxLen; }
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154 | set
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155 | {
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156 | this.maxLen = value;
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157 | this.OnPropertyChanged("MaxLen");
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158 | }
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159 | }
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160 |
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161 | private int evaluations;
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162 |
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163 | public int Evaluations
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164 | {
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165 | get { return this.evaluations; }
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166 | set
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167 | {
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168 | this.evaluations = value;
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169 | this.OnPropertyChanged("Evaluations");
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170 | if (endTime > startTime)
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171 | {
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172 | // endTime is set...
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173 | EvaluationsPerSecond = Math.Round(evaluations / TotalTime.TotalSeconds, 2);
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174 | }
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175 | else if (startTime > endTime)
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176 | {
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177 | // only startTime is set...
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178 | TimeSpan currentTimeNeeded = DateTime.Now - startTime;
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179 | EvaluationsPerSecond = Math.Round(evaluations / currentTimeNeeded.TotalSeconds, 2);
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180 | }
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181 | }
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182 | }
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183 |
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184 | private double bestQuality;
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185 |
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186 | public double BestQuality
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187 | {
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188 | get { return this.bestQuality; }
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189 | set
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190 | {
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191 | this.bestQuality = value;
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192 | this.OnPropertyChanged("BestQuality");
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193 | }
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194 | }
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195 |
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196 | private string bestSolution;
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197 |
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198 | public string BestSolution
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199 | {
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200 | get { return this.bestSolution; }
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201 | set
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202 | {
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203 | this.bestSolution = value;
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204 | this.OnPropertyChanged("BestSolution");
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205 | }
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206 | }
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207 |
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208 | private double bestKnownQuality;
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209 |
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210 | public double BestKnownQuality
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211 | {
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212 | get { return this.bestKnownQuality; }
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213 | set
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214 | {
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215 | this.bestKnownQuality = value;
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216 | this.OnPropertyChanged("BestKnownQuality");
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217 | }
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218 | }
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219 |
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220 | private int bestSolutionFoundAt;
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221 |
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222 | public int BestSolutionFoundAt
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223 | {
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224 | get { return this.bestSolutionFoundAt; }
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225 | set
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226 | {
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227 | this.bestSolutionFoundAt = value;
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228 | this.OnPropertyChanged("BestSolutionFoundAt");
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229 | }
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230 | }
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231 |
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232 | private double evaluationsPerSecond;
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233 |
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234 | public double EvaluationsPerSecond
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235 | {
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236 | get { return this.evaluationsPerSecond; }
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237 | set
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238 | {
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239 | this.evaluationsPerSecond = value;
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240 | this.OnPropertyChanged("EvaluationsPerSecond");
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241 | }
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242 | }
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243 |
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244 | private DateTime startTime;
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245 |
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246 | public DateTime StartTime
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247 | {
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248 | get { return this.startTime; }
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249 | set
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250 | {
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251 | this.startTime = value;
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252 | this.OnPropertyChanged("StartTime");
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253 | }
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254 | }
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255 |
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256 | private DateTime endTime;
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257 |
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258 | public DateTime EndTime
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259 | {
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260 | get { return this.endTime; }
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261 | set
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262 | {
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263 | this.endTime = value;
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264 | this.OnPropertyChanged("EndTime");
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265 | TotalTime = EndTime - StartTime;
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266 | }
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267 | }
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268 |
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269 | private TimeSpan totalTime;
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270 |
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271 | public TimeSpan TotalTime
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272 | {
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273 | get { return this.totalTime; }
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274 | set
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275 | {
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276 | this.totalTime = value;
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277 | this.OnPropertyChanged("TotalTime");
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278 | }
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279 | }
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280 |
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281 | private TimeSpan bestSolutionTime;
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282 |
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283 | public TimeSpan BestSolutionTime
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284 | {
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285 | get { return this.bestSolutionTime; }
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286 | set
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287 | {
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288 | this.bestSolutionTime = value;
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289 | this.OnPropertyChanged("BestSolutionTime");
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290 | }
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291 | }
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292 |
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293 | public List<FoundSolution> FoundSolutions { get; set; }
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294 |
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295 | public string SvgFile { get; set; }
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296 |
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297 | private TreeInfos treeInfos;
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298 |
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299 | public TreeInfos TreeInfos
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300 | {
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301 | get { return this.treeInfos; }
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302 | set
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303 | {
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304 | this.treeInfos = value;
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305 | this.OnPropertyChanged("TreeInfos");
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306 | }
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307 | }
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308 |
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309 | private RunState runState;
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310 |
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311 | public RunState RunState
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312 | {
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313 | get { return this.runState; }
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314 | set
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315 | {
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316 | this.runState = value;
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317 | this.OnPropertyChanged("RunState");
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318 | }
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319 | }
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320 |
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321 | public override string ToString()
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322 | {
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323 | return string.Format("Run #{0}", this.RunNumber);
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324 | }
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325 |
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326 | #region INotifyPropertyChanged members
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327 |
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328 | public event PropertyChangedEventHandler PropertyChanged;
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329 |
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330 | protected void OnPropertyChanged(string propertyName)
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331 | {
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332 | try
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333 | {
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334 | if (PropertyChanged != null)
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335 | this.PropertyChanged(this, new PropertyChangedEventArgs(propertyName));
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336 | }
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337 | catch (Exception) { }
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338 | }
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339 |
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340 | #endregion INotifyPropertyChanged members
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341 | }
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342 | }
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