[5540] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[17210] | 3 | * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[5540] | 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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[5577] | 22 | using System;
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[5540] | 23 | using HeuristicLab.Common;
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| 24 | using HeuristicLab.Core;
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[5578] | 25 | using HeuristicLab.Optimization;
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[5577] | 26 | using HeuristicLab.Parameters;
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[16640] | 27 | using HEAL.Attic;
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[7823] | 28 | using HeuristicLab.Problems.Instances;
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[5540] | 29 |
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| 30 | namespace HeuristicLab.Problems.DataAnalysis {
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[16640] | 31 | [StorableType("67267E9F-8A34-4CB6-9776-DD1483131987")]
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[7823] | 32 | public abstract class DataAnalysisProblem<T> : Problem, IDataAnalysisProblem<T>,
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| 33 | IProblemInstanceConsumer<T>, IProblemInstanceExporter<T>
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[5540] | 34 | where T : class, IDataAnalysisProblemData {
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| 35 | private const string ProblemDataParameterName = "ProblemData";
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[5601] | 36 | private const string ProblemDataParameterDescription = "The data set, target variable and input variables of the data analysis problem.";
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[5540] | 37 | #region parameter properties
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[5554] | 38 | IParameter IDataAnalysisProblem.ProblemDataParameter {
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| 39 | get { return ProblemDataParameter; }
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| 40 | }
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[5540] | 41 | public IValueParameter<T> ProblemDataParameter {
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| 42 | get { return (IValueParameter<T>)Parameters[ProblemDataParameterName]; }
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| 43 | }
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| 44 | #endregion
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| 45 | #region properties
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[5554] | 46 | IDataAnalysisProblemData IDataAnalysisProblem.ProblemData {
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| 47 | get { return ProblemData; }
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| 48 | }
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[5540] | 49 | public T ProblemData {
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| 50 | get { return ProblemDataParameter.Value; }
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[13785] | 51 | set { ProblemDataParameter.Value = value; }
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[5540] | 52 | }
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| 53 | #endregion
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| 54 | protected DataAnalysisProblem(DataAnalysisProblem<T> original, Cloner cloner)
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| 55 | : base(original, cloner) {
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[6587] | 56 | RegisterEventHandlers();
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[5540] | 57 | }
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| 58 | [StorableConstructor]
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[16628] | 59 | protected DataAnalysisProblem(StorableConstructorFlag _) : base(_) { }
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[13785] | 60 |
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| 61 | protected DataAnalysisProblem(T problemData)
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[5540] | 62 | : base() {
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[13785] | 63 | Parameters.Add(new ValueParameter<T>(ProblemDataParameterName, ProblemDataParameterDescription, problemData));
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[6587] | 64 | RegisterEventHandlers();
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[5540] | 65 | }
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[5577] | 66 |
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[6587] | 67 | [StorableHook(HookType.AfterDeserialization)]
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| 68 | private void AfterDeserialization() {
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| 69 | RegisterEventHandlers();
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| 70 | }
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| 71 |
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[5577] | 72 | private void RegisterEventHandlers() {
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[6587] | 73 | ProblemDataParameter.ValueChanged += new EventHandler(ProblemDataParameter_ValueChanged);
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[6635] | 74 | if (ProblemDataParameter.Value != null) ProblemDataParameter.Value.Changed += new EventHandler(ProblemData_Changed);
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[5577] | 75 | }
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[6587] | 76 |
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[5577] | 77 | private void ProblemDataParameter_ValueChanged(object sender, EventArgs e) {
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[6635] | 78 | ProblemDataParameter.Value.Changed += new EventHandler(ProblemData_Changed);
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[5577] | 79 | OnProblemDataChanged();
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| 80 | OnReset();
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| 81 | }
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| 82 |
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[6635] | 83 | private void ProblemData_Changed(object sender, EventArgs e) {
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| 84 | OnReset();
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| 85 | }
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| 86 |
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[5577] | 87 | public event EventHandler ProblemDataChanged;
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| 88 | protected virtual void OnProblemDataChanged() {
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| 89 | var handler = ProblemDataChanged;
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| 90 | if (handler != null) handler(this, EventArgs.Empty);
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| 91 | }
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[5623] | 92 |
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[7823] | 93 | #region Import & Export
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| 94 | public void Load(T data) {
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| 95 | Name = data.Name;
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| 96 | Description = data.Description;
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| 97 | ProblemData = data;
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| 98 | }
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| 99 |
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| 100 | public T Export() {
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| 101 | return ProblemData;
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| 102 | }
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| 103 | #endregion
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[5540] | 104 | }
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| 105 | }
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