1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 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 |
|
---|
22 | using System;
|
---|
23 | using HeuristicLab.Common;
|
---|
24 | using HeuristicLab.Core;
|
---|
25 | using HeuristicLab.Data;
|
---|
26 | using HeuristicLab.Operators;
|
---|
27 | using HeuristicLab.Parameters;
|
---|
28 | using HEAL.Attic;
|
---|
29 |
|
---|
30 | namespace HeuristicLab.Optimization {
|
---|
31 | [Item("Multi-objective Evaluator", "Calls the Evaluate method of the problem definition and writes the return value into the scope.")]
|
---|
32 | [StorableType("C5605ED8-0ED2-4C7B-97A1-E7EB68A4FDBF")]
|
---|
33 | public class MultiObjectiveEvaluator : InstrumentedOperator, IMultiObjectiveEvaluationOperator, IStochasticOperator {
|
---|
34 |
|
---|
35 | public ILookupParameter<IRandom> RandomParameter {
|
---|
36 | get { return (ILookupParameter<IRandom>)Parameters["Random"]; }
|
---|
37 | }
|
---|
38 |
|
---|
39 | public ILookupParameter<IEncoding> EncodingParameter {
|
---|
40 | get { return (ILookupParameter<IEncoding>)Parameters["Encoding"]; }
|
---|
41 | }
|
---|
42 |
|
---|
43 | public ILookupParameter<DoubleArray> QualitiesParameter {
|
---|
44 | get { return (ILookupParameter<DoubleArray>)Parameters["Qualities"]; }
|
---|
45 | }
|
---|
46 |
|
---|
47 | public Func<Individual, IRandom, double[]> EvaluateFunc { get; set; }
|
---|
48 |
|
---|
49 | [StorableConstructor]
|
---|
50 | protected MultiObjectiveEvaluator(StorableConstructorFlag _) : base(_) { }
|
---|
51 | protected MultiObjectiveEvaluator(MultiObjectiveEvaluator original, Cloner cloner) : base(original, cloner) { }
|
---|
52 | public MultiObjectiveEvaluator() {
|
---|
53 | Parameters.Add(new LookupParameter<IRandom>("Random", "The random number generator to use."));
|
---|
54 | Parameters.Add(new LookupParameter<IEncoding>("Encoding", "An item that holds the problem's encoding."));
|
---|
55 | Parameters.Add(new LookupParameter<DoubleArray>("Qualities", "The qualities of the parameter vector."));
|
---|
56 | }
|
---|
57 |
|
---|
58 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
59 | return new MultiObjectiveEvaluator(this, cloner);
|
---|
60 | }
|
---|
61 |
|
---|
62 | public override IOperation InstrumentedApply() {
|
---|
63 | var random = RandomParameter.ActualValue;
|
---|
64 | var encoding = EncodingParameter.ActualValue;
|
---|
65 | var individual = encoding.GetIndividual(ExecutionContext.Scope);
|
---|
66 | QualitiesParameter.ActualValue = new DoubleArray(EvaluateFunc(individual, random));
|
---|
67 | return base.InstrumentedApply();
|
---|
68 | }
|
---|
69 | }
|
---|
70 | }
|
---|