1 | #region License Information
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2 |
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3 | /* HeuristicLab
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4 | * Copyright (C) 2002-2016 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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5 | *
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6 | * This file is part of HeuristicLab.
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7 | *
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8 | * HeuristicLab is free software: you can redistribute it and/or modify
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9 | * it under the terms of the GNU General Public License as published by
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10 | * the Free Software Foundation, either version 3 of the License, or
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11 | * (at your option) any later version.
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12 | *
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13 | * HeuristicLab is distributed in the hope that it will be useful,
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14 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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15 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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16 | * GNU General Public License for more details.
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17 | *
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18 | * You should have received a copy of the GNU General Public License
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19 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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20 | */
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21 |
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22 | #endregion
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23 |
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24 | using System.Collections.Generic;
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25 | using System.Linq;
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26 | using HeuristicLab.Common;
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27 | using HeuristicLab.Core;
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28 | using HeuristicLab.Encodings.IntegerVectorEncoding;
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29 | using HeuristicLab.Optimization;
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30 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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31 |
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32 | namespace HeuristicLab.Problems.BinPacking2D {
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33 | [Item("Bin Packing Problem (2D, integer vector encoding) (BPP)", "Represents a two-dimensional bin-packing problem using only bins with identical measures and bins/items with rectangular shapes.")]
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34 | [StorableClass]
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35 | [Creatable(Category = CreatableAttribute.Categories.CombinatorialProblems, Priority = 310)]
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36 | public sealed class IntegerVectorProblem : ProblemBase<IntegerVectorEncoding, IntegerVector> {
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37 | // persistence
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38 | [StorableConstructor]
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39 | private IntegerVectorProblem(bool deserializing) : base(deserializing) { }
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40 |
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41 | // cloning
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42 | private IntegerVectorProblem(IntegerVectorProblem original, Cloner cloner)
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43 | : base(original, cloner) {
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44 | RegisterEventHandlers();
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45 | }
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46 |
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47 | public IntegerVectorProblem()
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48 | : base() {
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49 | Decoder = new ExtremePointIntegerVectorDecoder(); // default decoder
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50 |
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51 | // the int vector contains the target bin number for each item
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52 | Encoding = new IntegerVectorEncoding(EncodedSolutionName, Items.Count, min: 0, max: LowerBound + 1); // NOTE: assumes that all items can be packed into LowerBound+1 bins
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53 | AddOperators();
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54 | RegisterEventHandlers();
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55 | }
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56 | public override IDeepCloneable Clone(Cloner cloner) {
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57 | return new IntegerVectorProblem(this, cloner);
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58 | }
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59 |
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60 | [StorableHook(HookType.AfterDeserialization)]
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61 | private void AfterDeserialization() {
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62 | RegisterEventHandlers();
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63 | }
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64 |
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65 |
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66 | private void AddOperators() {
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67 |
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68 | // move operators are not yet supported (TODO)
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69 | Operators.RemoveAll(x => x is SingleObjectiveMoveGenerator);
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70 | Operators.RemoveAll(x => x is SingleObjectiveMoveMaker);
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71 | Operators.RemoveAll(x => x is SingleObjectiveMoveEvaluator);
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72 |
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73 | Encoding.ConfigureOperators(Operators.OfType<IOperator>()); // gkronber: not strictly necessary (only when customer ops are added)
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74 | }
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75 |
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76 | private void RegisterEventHandlers() {
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77 | // update encoding length when number of items is changed
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78 | ItemsParameter.ValueChanged += (sender, args) => Encoding.Length = Items.Count;
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79 | LowerBoundParameter.Value.ValueChanged += (sender, args) => {
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80 | for (int i = 0; i < Encoding.Bounds.Rows; i++) {
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81 | Encoding.Bounds[i, 1] = LowerBound + 1;
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82 | }
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83 | };
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84 | }
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85 |
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86 | #region helpers
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87 |
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88 | public static List<List<int>> GenerateSequenceMatrix(IntegerVector intVec) {
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89 | List<List<int>> result = new List<List<int>>();
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90 | int nrOfBins = intVec.Max() + 1;
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91 | for (int i = 0; i < nrOfBins; i++)
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92 | result.Add(new List<int>());
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93 | for (int i = 0; i < intVec.Length; i++) {
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94 | result[intVec[i]].Add(i);
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95 | }
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96 | return result;
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97 | }
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98 | #endregion
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99 | }
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100 | }
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