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.Linq;
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23 | using HeuristicLab.Common;
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24 | using HeuristicLab.Core;
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25 | using HeuristicLab.Data;
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26 | using HeuristicLab.Parameters;
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27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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28 |
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29 | namespace HeuristicLab.Encodings.LinearLinkageEncoding {
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30 | [Item("Merge Group Manipulator", "Performs a maximum of N merge operations on the groups. An already merged group may be merged again.")]
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31 | [StorableType("5070E24D-F3A2-4318-BCF1-B5FF93BE9C49")]
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32 | public sealed class MergeGroupManipulator : LinearLinkageManipulator {
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33 |
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34 | public IValueLookupParameter<IntValue> NParameter {
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35 | get { return (IValueLookupParameter<IntValue>)Parameters["N"]; }
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36 | }
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37 |
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38 | [StorableConstructor]
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39 | private MergeGroupManipulator(bool deserializing) : base(deserializing) { }
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40 | private MergeGroupManipulator(MergeGroupManipulator original, Cloner cloner) : base(original, cloner) { }
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41 | public MergeGroupManipulator() {
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42 | Parameters.Add(new ValueLookupParameter<IntValue>("N", "The number of groups to merge.", new IntValue(1)));
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43 | }
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44 | public MergeGroupManipulator(int n)
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45 | : this() {
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46 | NParameter.Value = new IntValue(n);
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47 | }
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48 |
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49 | public override IDeepCloneable Clone(Cloner cloner) {
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50 | return new MergeGroupManipulator(this, cloner);
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51 | }
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52 |
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53 | public static void Apply(IRandom random, LinearLinkage lle, int n) {
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54 | var grouping = lle.GetGroups().ToList();
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55 | if (grouping.Count == 1) return; // nothing to merge
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56 |
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57 | for (var i = 0; i < n; i++) {
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58 | var g1 = random.Next(grouping.Count);
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59 | var g2 = random.Next(grouping.Count);
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60 | while (g1 == g2) g2 = random.Next(grouping.Count);
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61 | grouping[g1].AddRange(grouping[g2]);
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62 | grouping.RemoveAt(g2);
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63 | if (grouping.Count == 1) break;
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64 | }
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65 |
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66 | lle.SetGroups(grouping);
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67 | }
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68 |
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69 | protected override void Manipulate(IRandom random, LinearLinkage lle) {
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70 | var N = NParameter.ActualValue.Value;
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71 | Apply(random, lle, N);
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72 | }
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73 | }
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74 | }
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