1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2008 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.Text;
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25 | using System.Linq;
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26 | using HeuristicLab.Core;
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27 | using HeuristicLab.Data;
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28 | using HeuristicLab.Permutation;
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29 | using HeuristicLab.Evolutionary;
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30 | using HeuristicLab.Operators;
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31 | using HeuristicLab.Routing.TSP;
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32 |
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33 | namespace HeuristicLab.FixedOperators {
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34 | class CreateChildren : OperatorBase {
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35 | ChildrenInitializer ci;
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36 | OperatorBase crossover;
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37 | OperatorBase mutator;
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38 | OperatorBase evaluator;
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39 | SubScopesRemover sr;
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40 | Counter counter;
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41 | Sorter sorter;
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42 | IRandom random;
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43 | DoubleData probability;
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44 |
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45 | public override string Description {
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46 | get { return @"Implements the control structures of CreateChildren hard wired. Operators are delegated."; }
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47 | }
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48 |
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49 | public CreateChildren()
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50 | : base() {
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51 | ci = new ChildrenInitializer();
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52 |
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53 | // variables infos
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54 | AddVariableInfo(new VariableInfo("Random", "Pseudo random number generator", typeof(IRandom), VariableKind.In));
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55 | AddVariableInfo(new VariableInfo("MutationRate", "Probability to choose first branch", typeof(DoubleData), VariableKind.In));
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56 | AddVariableInfo(new VariableInfo("Crossover", "Crossover strategy for SGA", typeof(OperatorBase), VariableKind.In));
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57 | AddVariableInfo(new VariableInfo("Mutator", "Mutation strategy for SGA", typeof(OperatorBase), VariableKind.In));
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58 | AddVariableInfo(new VariableInfo("Evaluator", "Evaluation strategy for SGA", typeof(OperatorBase), VariableKind.In));
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59 |
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60 | sr = new SubScopesRemover();
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61 | sr.GetVariableInfo("SubScopeIndex").Local = true;
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62 |
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63 | counter = new Counter();
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64 | counter.GetVariableInfo("Value").ActualName = "EvaluatedSolutions";
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65 |
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66 | sorter = new Sorter();
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67 | sorter.GetVariableInfo("Descending").ActualName = "Maximization";
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68 | sorter.GetVariableInfo("Value").ActualName = "Quality";
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69 | }
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70 |
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71 | public override IOperation Apply(IScope scope) {
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72 | crossover = (OperatorBase)GetVariableValue("Crossover", scope, true);
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73 | mutator = (OperatorBase)GetVariableValue("Mutator", scope, true);
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74 | evaluator = GetVariableValue<OperatorBase>("Evaluator", scope, true);
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75 |
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76 | random = GetVariableValue<IRandom>("Random", scope, true);
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77 | probability = GetVariableValue<DoubleData>("MutationRate", scope, true);
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78 |
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79 | // ChildrenInitializer
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80 | ci.Apply(scope);
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81 | // UniformSequentialSubScopesProcessor
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82 | foreach (IScope s in scope.SubScopes) {
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83 | crossover.Execute(s);
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84 | // Stochastic Branch
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85 | if(random.NextDouble() < probability.Data)
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86 | mutator.Execute(s);
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87 | evaluator.Execute(s);
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88 | sr.Execute(s);
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89 | counter.Execute(s);
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90 | } // foreach
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91 |
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92 | sorter.Execute(scope);
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93 |
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94 | return null;
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95 | } // Apply
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96 | } // class CreateChildren
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97 | } // namespace HeuristicLab.FixedOperators |
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