1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2015 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.Linq;
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25 | using HeuristicLab.Common;
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26 | using HeuristicLab.Core;
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27 | using HeuristicLab.Data;
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28 | using HeuristicLab.Optimization;
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29 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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30 |
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31 | namespace HeuristicLab.Selection {
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32 | /// <summary>
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33 | /// A selection operator which considers a single double quality value and selects the worst.
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34 | /// </summary>
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35 | [Item("WorstSelector", "A selection operator which considers a single double quality value and selects the worst.")]
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36 | [StorableType("5A8CFF8E-39FC-4993-974D-08FAEC3D91FD")]
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37 | public sealed class WorstSelector : SingleObjectiveSelector, ISingleObjectiveSelector {
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38 | [StorableConstructor]
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39 | private WorstSelector(bool deserializing) : base(deserializing) { }
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40 | private WorstSelector(WorstSelector original, Cloner cloner) : base(original, cloner) { }
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41 | public override IDeepCloneable Clone(Cloner cloner) {
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42 | return new WorstSelector(this, cloner);
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43 | }
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44 | public WorstSelector() : base() { }
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45 |
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46 | protected override IScope[] Select(List<IScope> scopes) {
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47 | int count = NumberOfSelectedSubScopesParameter.ActualValue.Value;
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48 | bool copy = CopySelectedParameter.Value.Value;
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49 | bool maximization = MaximizationParameter.ActualValue.Value;
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50 | ItemArray<DoubleValue> qualities = QualityParameter.ActualValue;
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51 | IScope[] selected = new IScope[count];
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52 |
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53 | // create a list for each scope that contains the scope's index in the original scope list
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54 | var temp = qualities.Where(x => IsValidQuality(x.Value)).Select((x, index) => new { index, x.Value });
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55 | if (maximization)
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56 | temp = temp.OrderBy(x => x.Value);
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57 | else
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58 | temp = temp.OrderByDescending(x => x.Value);
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59 | var list = temp.ToList();
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60 |
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61 | //check if list with indexes is as long as the original scope list
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62 | //otherwise invalid quality values were filtered
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63 | if (list.Count != scopes.Count) {
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64 | throw new ArgumentException("The scopes contain invalid quality values (either infinity or double.NaN) on which the selector cannot operate.");
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65 | }
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66 |
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67 | if (copy) {
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68 | int j = 0;
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69 | for (int i = 0; i < count; i++) {
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70 | selected[i] = (IScope)scopes[list[j].index].Clone();
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71 | j++;
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72 | if (j >= list.Count) j = 0;
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73 | }
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74 | } else {
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75 | for (int i = 0; i < count; i++) {
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76 | selected[i] = scopes[list[0].index];
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77 | scopes[list[0].index] = null;
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78 | list.RemoveAt(0);
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79 | }
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80 | scopes.RemoveAll(x => x == null);
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81 | }
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82 | return selected;
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83 | }
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84 | }
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85 | }
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