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source: branches/CMAES/HeuristicLab.Algorithms.CMAEvolutionStrategy/3.3/CMAOperators/CMAEqualweightedRecombinator.cs @ 9129

Last change on this file since 9129 was 9129, checked in by abeham, 11 years ago

#1961:

  • Changed CMA-ES to reference RealVector directly and work with that encoding only (separation of algorithm and encoding was not trivial to achieve)
  • Simplified operator graph (also improves performance)
  • Simplified strategy parameters (those used only during update are initialized in update)
  • Added many termination criteria (same as in Hansen's Java version)
  • Added different ways to calculate the mean (different weightings)
File size: 1.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2013 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 HeuristicLab.Common;
23using HeuristicLab.Core;
24using HeuristicLab.Data;
25using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
26
27namespace HeuristicLab.Algorithms.CMAEvolutionStrategy {
28  [Item("CMA Equal-weighted Recombinator", "Calculates weighted mean using equal weights.")]
29  [StorableClass]
30  public class CMAEqualweightedRecombinator : CMARecombinator {
31
32    [StorableConstructor]
33    protected CMAEqualweightedRecombinator(bool deserializing) : base(deserializing) { }
34    protected CMAEqualweightedRecombinator(CMAEqualweightedRecombinator original, Cloner cloner) : base(original, cloner) { }
35    public CMAEqualweightedRecombinator() : base() { }
36
37    public override IDeepCloneable Clone(Cloner cloner) {
38      return new CMAEqualweightedRecombinator(this, cloner);
39    }
40
41    protected override DoubleArray GetWeights(int mu) {
42      var weights = new DoubleArray(mu);
43      for (int i = 0; i < mu; i++)
44        weights[i] = 1.0 / mu;
45      return weights;
46    }
47  }
48}
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