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source: branches/DataAnalysisService/HeuristicLab.Encodings.ParameterConfigurationTreeEncoding/3.3/RangeConstraints/DoubleValueRange.cs @ 7840

Last change on this file since 7840 was 7840, checked in by spimming, 12 years ago

#1853:

  • included files from metaopt branch
  • ignored mutation and crossover
  • updated plugin frame
File size: 3.0 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2012 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.Collections.Generic;
24using HeuristicLab.Common;
25using HeuristicLab.Core;
26using HeuristicLab.Data;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28
29namespace HeuristicLab.Encodings.ParameterConfigurationTreeEncoding {
30  [StorableClass]
31  public class DoubleValueRange : Range<DoubleValue> {
32
33    public override DoubleValue LowerBound {
34      get {
35        return base.LowerBound;
36      }
37      set {
38        base.LowerBound = value;
39      }
40    }
41
42    public DoubleValueRange(DoubleValue lowerBound, DoubleValue upperBound, DoubleValue stepSize) : base(lowerBound, upperBound, stepSize) { }
43    public DoubleValueRange() { }
44    [StorableConstructor]
45    protected DoubleValueRange(bool deserializing) : base(deserializing) { }
46    protected DoubleValueRange(DoubleValueRange original, Cloner cloner) : base(original, cloner) { }
47    public override IDeepCloneable Clone(Cloner cloner) {
48      return new DoubleValueRange(this, cloner);
49    }
50
51    protected override DoubleValue GetRandomSample(IRandom random) {
52      double val;
53      do {
54        val = Math.Round((random.NextDouble() * (UpperBound.Value - LowerBound.Value) + LowerBound.Value) / StepSize.Value, 0) * StepSize.Value;
55      } while (!IsInRange(val));
56      return new DoubleValue(val);
57    }
58
59    public double ApplyStepSize(double value) {
60      return (Math.Round(value / this.StepSize.Value, 0)) * this.StepSize.Value;
61    }
62
63    public bool IsInRange(double value) {
64      return value <= this.UpperBound.Value && value >= this.LowerBound.Value;
65    }
66
67    public override IEnumerable<DoubleValue> GetCombinations() {
68      var solutions = new List<DoubleValue>();
69      double value = LowerBound.Value;
70
71      while (value <= UpperBound.Value) {
72        solutions.Add(new DoubleValue(value));
73        value += StepSize.Value;
74        value = ApplyStepSize(value);
75      }
76      return solutions;
77    }
78
79    protected override double CalculateSimilarityValue(DoubleValue a, DoubleValue b) {
80      double range = UpperBound.Value - LowerBound.Value;
81      double diff = Math.Abs(a.Value - b.Value);
82      return Math.Max(0, (range - (diff * 2)) / range);
83    }
84  }
85}
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