[5540] | 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2011 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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[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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[5540] | 27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 28 |
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| 29 | namespace HeuristicLab.Problems.DataAnalysis {
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| 30 | [StorableClass]
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[5578] | 31 | public abstract class DataAnalysisProblem<T> : Problem,
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[5540] | 32 | IDataAnalysisProblem<T>
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| 33 | where T : class, IDataAnalysisProblemData {
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| 34 | private const string ProblemDataParameterName = "ProblemData";
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[5601] | 35 | private const string ProblemDataParameterDescription = "The data set, target variable and input variables of the data analysis problem.";
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[5540] | 36 | #region parameter properties
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[5554] | 37 | IParameter IDataAnalysisProblem.ProblemDataParameter {
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| 38 | get { return ProblemDataParameter; }
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| 39 | }
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[5540] | 40 | public IValueParameter<T> ProblemDataParameter {
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| 41 | get { return (IValueParameter<T>)Parameters[ProblemDataParameterName]; }
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| 42 | }
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| 43 | #endregion
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| 44 | #region properties
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[5554] | 45 | IDataAnalysisProblemData IDataAnalysisProblem.ProblemData {
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| 46 | get { return ProblemData; }
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| 47 | }
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[5540] | 48 | public T ProblemData {
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| 49 | get { return ProblemDataParameter.Value; }
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[5578] | 50 | protected set { ProblemDataParameter.Value = value; }
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[5540] | 51 | }
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| 52 | #endregion
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| 53 | protected DataAnalysisProblem(DataAnalysisProblem<T> original, Cloner cloner)
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| 54 | : base(original, cloner) {
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| 55 | }
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| 56 | [StorableConstructor]
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| 57 | protected DataAnalysisProblem(bool deserializing) : base(deserializing) { }
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| 58 | public DataAnalysisProblem()
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| 59 | : base() {
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[5577] | 60 | Parameters.Add(new ValueParameter<T>(ProblemDataParameterName, ProblemDataParameterDescription));
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[5540] | 61 | }
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[5577] | 62 |
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| 63 | private void RegisterEventHandlers() {
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| 64 | ProblemDataParameter.Value.Changed += new EventHandler(ProblemDataParameter_ValueChanged);
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| 65 | }
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| 66 | private void ProblemDataParameter_ValueChanged(object sender, EventArgs e) {
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| 67 | OnProblemDataChanged();
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| 68 | OnReset();
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| 69 | }
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| 70 |
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| 71 | public event EventHandler ProblemDataChanged;
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| 72 | protected virtual void OnProblemDataChanged() {
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| 73 | var handler = ProblemDataChanged;
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| 74 | if (handler != null) handler(this, EventArgs.Empty);
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| 75 | }
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[5623] | 76 |
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| 77 | public abstract void ImportProblemDataFromFile(string fileName);
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[5540] | 78 | }
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| 79 | }
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