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source: branches/DataAnalysis Refactoring/HeuristicLab.Algorithms.DataAnalysis/3.4/FixedDataAnalysisAlgorithm.cs @ 5617

Last change on this file since 5617 was 5617, checked in by gkronber, 14 years ago

#1418 added implementation of linear regression as FixedDataAnalysisAlgorithm

File size: 2.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Linq;
24using HeuristicLab.Common;
25using HeuristicLab.Core;
26using HeuristicLab.Data;
27using HeuristicLab.Optimization;
28using HeuristicLab.Parameters;
29using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
30using HeuristicLab.Problems.DataAnalysis;
31using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
32using System.Collections.Generic;
33using HeuristicLab.Problems.DataAnalysis.Symbolic;
34
35namespace HeuristicLab.Algorithms.DataAnalysis {
36  [StorableClass]
37  public abstract class FixedDataAnalysisAlgorithm<T> : Algorithm,
38    IDataAnalysisAlgorithm<T>,
39    IStorableContent
40    where T : class, IDataAnalysisProblem {
41    public string Filename { get; set; }
42
43    #region Properties
44    public override Type ProblemType {
45      get { return typeof(T); }
46    }
47    public new T Problem {
48      get { return (T)base.Problem; }
49      set { base.Problem = value; }
50    }
51    [Storable]
52    private ResultCollection results;
53    public override ResultCollection Results {
54      get { return results; }
55    }
56    #endregion
57
58    [StorableConstructor]
59    protected FixedDataAnalysisAlgorithm(bool deserializing) : base(deserializing) { }
60    protected FixedDataAnalysisAlgorithm(FixedDataAnalysisAlgorithm<T> original, Cloner cloner)
61      : base(original, cloner) {
62      results = cloner.Clone(original.Results);
63    }
64    public FixedDataAnalysisAlgorithm()
65      : base() {
66      results = new ResultCollection();
67    }
68
69    public override void Prepare() {
70      if (Problem != null) base.Prepare();
71      results.Clear();
72      OnPrepared();
73    }
74
75    public override void Start() {
76      base.Start();
77      OnStarted();
78      Run();
79      OnStopped();
80    }
81
82    #region Events
83    protected override void OnProblemChanged() {
84      Problem.Reset += new EventHandler(Problem_Reset);
85      base.OnProblemChanged();
86    }
87
88    #endregion
89
90    protected abstract void Run();
91  }
92}
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