[3871] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[16057] | 3 | * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[3871] | 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.Drawing;
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| 25 | using System.Linq;
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[5287] | 26 | using System.Threading;
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[3871] | 27 | using HeuristicLab.Collections;
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| 28 | using HeuristicLab.Common;
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| 29 | using HeuristicLab.Core;
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| 30 | using HeuristicLab.Data;
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| 31 | using HeuristicLab.Parameters;
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| 32 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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[5741] | 33 | using HeuristicLab.PluginInfrastructure;
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[3871] | 34 |
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| 35 | namespace HeuristicLab.Optimization {
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| 36 | /// <summary>
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| 37 | /// A problem which can be defined by the user.
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| 38 | /// </summary>
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| 39 | [Item("User-Defined Problem", "A problem which can be defined by the user.")]
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[12504] | 40 | [Creatable(CreatableAttribute.Categories.Problems, Priority = 120)]
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[3871] | 41 | [StorableClass]
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[5809] | 42 | public sealed class UserDefinedProblem : ParameterizedNamedItem, ISingleObjectiveHeuristicOptimizationProblem, IStorableContent {
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[4419] | 43 | public string Filename { get; set; }
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| 44 |
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[7201] | 45 | public static new Image StaticItemImage {
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[5287] | 46 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Type; }
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[3871] | 47 | }
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| 48 | public new ParameterCollection Parameters {
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| 49 | get { return base.Parameters; }
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| 50 | }
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| 51 | IKeyedItemCollection<string, IParameter> IParameterizedItem.Parameters {
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| 52 | get { return Parameters; }
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| 53 | }
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| 54 |
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| 55 | #region Parameters
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| 56 | public IValueParameter<ISingleObjectiveEvaluator> EvaluatorParameter {
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| 57 | get { return (IValueParameter<ISingleObjectiveEvaluator>)Parameters["Evaluator"]; }
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| 58 | }
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| 59 | public ValueParameter<BoolValue> MaximizationParameter {
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| 60 | get { return (ValueParameter<BoolValue>)Parameters["Maximization"]; }
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| 61 | }
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[5809] | 62 | IParameter ISingleObjectiveHeuristicOptimizationProblem.MaximizationParameter {
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[3871] | 63 | get { return MaximizationParameter; }
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| 64 | }
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| 65 | public ValueParameter<ISolutionCreator> SolutionCreatorParameter {
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| 66 | get { return (ValueParameter<ISolutionCreator>)Parameters["SolutionCreator"]; }
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| 67 | }
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[5809] | 68 | IParameter IHeuristicOptimizationProblem.SolutionCreatorParameter {
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[3871] | 69 | get { return SolutionCreatorParameter; }
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| 70 | }
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[5809] | 71 | IParameter IHeuristicOptimizationProblem.EvaluatorParameter {
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[3871] | 72 | get { return EvaluatorParameter; }
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| 73 | }
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| 74 | public OptionalValueParameter<DoubleValue> BestKnownQualityParameter {
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| 75 | get { return (OptionalValueParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
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| 76 | }
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[5809] | 77 | IParameter ISingleObjectiveHeuristicOptimizationProblem.BestKnownQualityParameter {
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[3871] | 78 | get { return BestKnownQualityParameter; }
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| 79 | }
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| 80 | public OptionalValueParameter<IScope> BestKnownSolutionParameter {
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| 81 | get { return (OptionalValueParameter<IScope>)Parameters["BestKnownSolution"]; }
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| 82 | }
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[7999] | 83 | public ValueParameter<ItemList<IItem>> OperatorsParameter {
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| 84 | get { return (ValueParameter<ItemList<IItem>>)Parameters["Operators"]; }
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[3871] | 85 | }
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| 86 | #endregion
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| 87 |
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| 88 | #region Properties
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| 89 | public BoolValue Maximization {
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| 90 | get { return MaximizationParameter.Value; }
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| 91 | set { MaximizationParameter.Value = value; }
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| 92 | }
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| 93 | public ISolutionCreator SolutionCreator {
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| 94 | get { return SolutionCreatorParameter.Value; }
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| 95 | set { SolutionCreatorParameter.Value = value; }
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| 96 | }
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[5809] | 97 | ISolutionCreator IHeuristicOptimizationProblem.SolutionCreator {
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[3871] | 98 | get { return SolutionCreatorParameter.Value; }
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| 99 | }
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| 100 | public ISingleObjectiveEvaluator Evaluator {
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| 101 | get { return EvaluatorParameter.Value; }
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| 102 | set { EvaluatorParameter.Value = value; }
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| 103 | }
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[5809] | 104 | ISingleObjectiveEvaluator ISingleObjectiveHeuristicOptimizationProblem.Evaluator {
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[3871] | 105 | get { return EvaluatorParameter.Value; }
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| 106 | }
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[5809] | 107 | IEvaluator IHeuristicOptimizationProblem.Evaluator {
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[3871] | 108 | get { return EvaluatorParameter.Value; }
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| 109 | }
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| 110 | public DoubleValue BestKnownQuality {
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| 111 | get { return BestKnownQualityParameter.Value; }
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| 112 | set { BestKnownQualityParameter.Value = value; }
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| 113 | }
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[7999] | 114 | public IEnumerable<IItem> Operators {
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[3871] | 115 | get { return OperatorsParameter.Value; }
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| 116 | }
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[11961] | 117 |
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| 118 | public IEnumerable<IParameterizedItem> ExecutionContextItems {
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| 119 | get { yield return this; }
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| 120 | }
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[3871] | 121 | #endregion
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| 122 |
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| 123 | [StorableConstructor]
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| 124 | private UserDefinedProblem(bool deserializing) : base(deserializing) { }
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[4722] | 125 | [StorableHook(HookType.AfterDeserialization)]
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| 126 | private void AfterDeserialization() {
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[7999] | 127 | // BackwardsCompatibility3.3
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| 128 | #region Backwards compatible code, remove with 3.4
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| 129 | if (Parameters.ContainsKey("Operators") && Parameters["Operators"] is ValueParameter<ItemList<IOperator>>) {
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| 130 | ItemList<IOperator> tmp = ((ValueParameter<ItemList<IOperator>>)Parameters["Operators"]).Value;
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| 131 | Parameters.Remove("Operators");
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| 132 | Parameters.Add(new ValueParameter<ItemList<IItem>>("Operators", "The operators and items that the problem provides to the algorithms.", new ItemList<IItem>(tmp), false));
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| 133 | }
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| 134 | #endregion
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| 135 |
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[7351] | 136 | RegisterEventHandlers();
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[4722] | 137 | }
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[3871] | 138 | public UserDefinedProblem()
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| 139 | : base() {
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[3880] | 140 | Parameters.Add(new ValueParameter<ISingleObjectiveEvaluator>("Evaluator", "The evaluator that collects the values to exchange.", new EmptyUserDefinedProblemEvaluator()));
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[3871] | 141 | Parameters.Add(new ValueParameter<ISolutionCreator>("SolutionCreator", "An operator to create the solution components."));
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| 142 | Parameters.Add(new ValueParameter<BoolValue>("Maximization", "Set to false as most test functions are minimization problems.", new BoolValue(false)));
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| 143 | Parameters.Add(new OptionalValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this problem."));
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| 144 | Parameters.Add(new OptionalValueParameter<IScope>("BestKnownSolution", "The best known solution for this external evaluation problem."));
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[7999] | 145 | Parameters.Add(new ValueParameter<ItemList<IItem>>("Operators", "The operators and items that the problem provides to the algorithms.", new ItemList<IItem>()));
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[3871] | 146 |
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[7351] | 147 | RegisterEventHandlers();
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[3871] | 148 | }
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| 149 |
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[4722] | 150 | private UserDefinedProblem(UserDefinedProblem original, Cloner cloner)
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| 151 | : base(original, cloner) {
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[7351] | 152 | RegisterEventHandlers();
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[4722] | 153 | }
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[3871] | 154 | public override IDeepCloneable Clone(Cloner cloner) {
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[4722] | 155 | return new UserDefinedProblem(this, cloner);
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[3871] | 156 | }
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| 157 |
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| 158 | #region Events
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| 159 | public event EventHandler SolutionCreatorChanged;
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| 160 | private void OnSolutionCreatorChanged() {
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| 161 | EventHandler handler = SolutionCreatorChanged;
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| 162 | if (handler != null) handler(this, EventArgs.Empty);
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| 163 | }
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| 164 | public event EventHandler EvaluatorChanged;
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| 165 | private void OnEvaluatorChanged() {
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| 166 | EventHandler handler = EvaluatorChanged;
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| 167 | if (handler != null) handler(this, EventArgs.Empty);
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| 168 | }
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| 169 | public event EventHandler OperatorsChanged;
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| 170 | private void OnOperatorsChanged() {
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| 171 | EventHandler handler = OperatorsChanged;
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| 172 | if (handler != null) handler(this, EventArgs.Empty);
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| 173 | }
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| 174 | public event EventHandler Reset;
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| 175 | private void OnReset() {
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| 176 | EventHandler handler = Reset;
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| 177 | if (handler != null) handler(this, EventArgs.Empty);
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| 178 | }
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| 179 | #endregion
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| 180 |
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| 181 | #region Event handlers
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| 182 | private void SolutionCreatorParameter_ValueChanged(object sender, EventArgs e) {
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| 183 | OnSolutionCreatorChanged();
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| 184 | }
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| 185 | private void EvaluatorParameter_ValueChanged(object sender, EventArgs e) {
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| 186 | if (Evaluator != null)
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| 187 | Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
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| 188 | ParameterizeOperators();
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| 189 | OnEvaluatorChanged();
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| 190 | }
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| 191 | private void Evaluator_QualityParameter_ActualNameChanged(object sender, EventArgs e) {
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| 192 | ParameterizeOperators();
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| 193 | }
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| 194 | private void OperatorsParameter_ValueChanged(object sender, EventArgs e) {
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| 195 | OnOperatorsChanged();
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| 196 | }
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| 197 | private void OperatorsParameter_Value_ItemsAdded(object sender, EventArgs e) {
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| 198 | OnOperatorsChanged();
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| 199 | }
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| 200 | private void OperatorsParameter_Value_ItemsRemoved(object sender, EventArgs e) {
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| 201 | OnOperatorsChanged();
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| 202 | }
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| 203 | private void OperatorsParameter_Value_CollectionReset(object sender, EventArgs e) {
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| 204 | OnOperatorsChanged();
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| 205 | }
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| 206 | #endregion
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| 207 |
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| 208 | #region Helpers
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[7351] | 209 | private void RegisterEventHandlers() {
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[3871] | 210 | SolutionCreatorParameter.ValueChanged += new EventHandler(SolutionCreatorParameter_ValueChanged);
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| 211 | EvaluatorParameter.ValueChanged += new EventHandler(EvaluatorParameter_ValueChanged);
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| 212 | if (Evaluator != null)
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| 213 | Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
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| 214 | OperatorsParameter.ValueChanged += new EventHandler(OperatorsParameter_ValueChanged);
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[7999] | 215 | OperatorsParameter.Value.ItemsAdded += new CollectionItemsChangedEventHandler<IndexedItem<IItem>>(OperatorsParameter_Value_ItemsAdded);
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| 216 | OperatorsParameter.Value.ItemsRemoved += new CollectionItemsChangedEventHandler<IndexedItem<IItem>>(OperatorsParameter_Value_ItemsRemoved);
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| 217 | OperatorsParameter.Value.CollectionReset += new CollectionItemsChangedEventHandler<IndexedItem<IItem>>(OperatorsParameter_Value_CollectionReset);
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[3871] | 218 | }
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| 219 |
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| 220 | private void ParameterizeOperators() {
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| 221 | // A best effort approach to wiring
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| 222 | if (Evaluator != null) {
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| 223 | string qualityName = Evaluator.QualityParameter.ActualName;
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[7999] | 224 | foreach (IOperator op in OperatorsParameter.Value.OfType<IOperator>()) {
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[3871] | 225 | foreach (ILookupParameter<DoubleValue> param in op.Parameters.OfType<ILookupParameter<DoubleValue>>()) {
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| 226 | if (param.Name.Equals("Quality")) param.ActualName = qualityName;
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| 227 | }
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| 228 | foreach (IScopeTreeLookupParameter<DoubleValue> param in op.Parameters.OfType<IScopeTreeLookupParameter<DoubleValue>>()) {
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| 229 | if (param.Name.Equals("Quality")) param.ActualName = qualityName;
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| 230 | }
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| 231 | }
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| 232 | }
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| 233 | }
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| 234 | #endregion
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[3880] | 235 |
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| 236 | [Item("EmptyUserDefinedProblemEvaluator", "A dummy evaluator that will throw an exception when executed.")]
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| 237 | [StorableClass]
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[5741] | 238 | [NonDiscoverableType]
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[4722] | 239 | private sealed class EmptyUserDefinedProblemEvaluator : ParameterizedNamedItem, ISingleObjectiveEvaluator {
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| 240 |
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| 241 | [StorableConstructor]
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| 242 | private EmptyUserDefinedProblemEvaluator(bool deserializing) : base(deserializing) { }
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| 243 | private EmptyUserDefinedProblemEvaluator(EmptyUserDefinedProblemEvaluator original, Cloner cloner)
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| 244 | : base(original, cloner) {
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| 245 | }
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| 246 | public override IDeepCloneable Clone(Cloner cloner) {
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| 247 | return new EmptyUserDefinedProblemEvaluator(this, cloner);
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| 248 | }
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| 249 |
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[3880] | 250 | #region ISingleObjectiveEvaluator Members
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| 251 |
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| 252 | public ILookupParameter<DoubleValue> QualityParameter {
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| 253 | get { return (ILookupParameter<DoubleValue>)Parameters["Quality"]; }
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| 254 | }
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| 255 |
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| 256 | #endregion
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| 257 |
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| 258 | public EmptyUserDefinedProblemEvaluator() {
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| 259 | Parameters.Add(new LookupParameter<DoubleValue>("Quality", "The solution quality."));
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| 260 | }
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| 261 |
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| 262 | #region IOperator Members
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| 263 |
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[4722] | 264 | public bool Breakpoint { get; set; }
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[3880] | 265 |
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[5193] | 266 | public IOperation Execute(IExecutionContext context, CancellationToken cancellationToken) {
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[3880] | 267 | throw new InvalidOperationException("Please choose an appropriate evaluation operator.");
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| 268 | }
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| 269 |
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[4722] | 270 | #pragma warning disable 67
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[3880] | 271 | public event EventHandler BreakpointChanged;
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| 272 |
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| 273 | public event EventHandler Executed;
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[4722] | 274 | #pragma warning restore 67
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[3880] | 275 |
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| 276 | #endregion
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| 277 |
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[7201] | 278 | public static new Image StaticItemImage {
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[5287] | 279 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Method; }
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[3880] | 280 | }
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[4722] | 281 | }
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[3871] | 282 | }
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| 283 | }
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