1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2016 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.Collections.Generic;
|
---|
23 | using System.Threading;
|
---|
24 | using HeuristicLab.Algorithms.MemPR.Binary;
|
---|
25 | using HeuristicLab.Algorithms.MemPR.Grouping;
|
---|
26 | using HeuristicLab.Algorithms.MemPR.Permutation;
|
---|
27 | using HeuristicLab.Core;
|
---|
28 | using HeuristicLab.Encodings.BinaryVectorEncoding;
|
---|
29 | using HeuristicLab.Optimization;
|
---|
30 |
|
---|
31 | namespace HeuristicLab.Algorithms.MemPR.Interfaces {
|
---|
32 |
|
---|
33 | /*************************************************
|
---|
34 | * ********************************************* *
|
---|
35 | * DATA *
|
---|
36 | * ********************************************* *
|
---|
37 | *************************************************/
|
---|
38 |
|
---|
39 | public interface ISolutionModel<TSolution> : IItem {
|
---|
40 | TSolution Sample();
|
---|
41 | }
|
---|
42 |
|
---|
43 | public interface ISolutionSubspace<TSolution> : IItem { }
|
---|
44 |
|
---|
45 | /*************************************************
|
---|
46 | * ********************************************* *
|
---|
47 | * OPERATORS *
|
---|
48 | * ********************************************* *
|
---|
49 | *************************************************/
|
---|
50 |
|
---|
51 | public interface ISolutionModelTrainer<TContext> : IItem {
|
---|
52 | bool Bias { get; }
|
---|
53 | void TrainModel(TContext context);
|
---|
54 | }
|
---|
55 |
|
---|
56 | public interface ILocalSearch<TContext> : IItem {
|
---|
57 | void Optimize(TContext context);
|
---|
58 | }
|
---|
59 |
|
---|
60 | /*************************************************
|
---|
61 | * ********************************************* *
|
---|
62 | * CONTEXTS *
|
---|
63 | * ********************************************* *
|
---|
64 | *************************************************/
|
---|
65 |
|
---|
66 | public interface IHeuristicAlgorithmContext<TProblem, TSolution> : IExecutionContext
|
---|
67 | where TProblem : class, ISingleObjectiveHeuristicOptimizationProblem {
|
---|
68 | TProblem Problem { get; }
|
---|
69 | bool Maximization { get; }
|
---|
70 | IRandom Random { get; }
|
---|
71 | int Iterations { get; set; }
|
---|
72 | int EvaluatedSolutions { get; }
|
---|
73 | void IncrementEvaluatedSolutions(int byEvaluations);
|
---|
74 | double BestQuality { get; set; }
|
---|
75 | TSolution BestSolution { get; set; }
|
---|
76 | }
|
---|
77 |
|
---|
78 | public interface IEvaluationServiceContext<TSolution> : IExecutionContext {
|
---|
79 | double Evaluate(TSolution solution, CancellationToken token);
|
---|
80 | void Evaluate(ISingleObjectiveSolutionScope<TSolution> scope, CancellationToken token);
|
---|
81 | }
|
---|
82 |
|
---|
83 | public interface IPopulationBasedHeuristicAlgorithmContext<TProblem, TSolution> : IHeuristicAlgorithmContext<TProblem, TSolution>
|
---|
84 | where TProblem : class, ISingleObjectiveHeuristicOptimizationProblem {
|
---|
85 | IEnumerable<ISingleObjectiveSolutionScope<TSolution>> Population { get; }
|
---|
86 | }
|
---|
87 |
|
---|
88 | public interface ISingleSolutionHeuristicAlgorithmContext<TProblem, TSolution> : IHeuristicAlgorithmContext<TProblem, TSolution>
|
---|
89 | where TProblem : class, ISingleObjectiveHeuristicOptimizationProblem {
|
---|
90 | ISingleObjectiveSolutionScope<TSolution> Solution { get; }
|
---|
91 | }
|
---|
92 |
|
---|
93 | public interface ISolutionModelContext<TSolution> : IExecutionContext {
|
---|
94 | ISolutionModel<TSolution> Model { get; set; }
|
---|
95 | }
|
---|
96 |
|
---|
97 | public interface ISolutionSubspaceContext<TSolution> : IExecutionContext {
|
---|
98 | ISolutionSubspace<TSolution> Subspace { get; }
|
---|
99 | }
|
---|
100 | public interface IBinaryVectorSubspaceContext : ISolutionSubspaceContext<BinaryVector> {
|
---|
101 | new BinarySolutionSubspace Subspace { get; }
|
---|
102 | }
|
---|
103 | public interface IPermutationSubspaceContext : ISolutionSubspaceContext<Encodings.PermutationEncoding.Permutation> {
|
---|
104 | new PermutationSolutionSubspace Subspace { get; }
|
---|
105 | }
|
---|
106 | public interface ILinearLinkageSubspaceContext : ISolutionSubspaceContext<Encodings.LinearLinkageEncoding.LinearLinkage> {
|
---|
107 | new LinearLinkageSolutionSubspace Subspace { get; }
|
---|
108 | }
|
---|
109 |
|
---|
110 |
|
---|
111 | /*************************************************
|
---|
112 | * ********************************************* *
|
---|
113 | * SCOPES *
|
---|
114 | * ********************************************* *
|
---|
115 | *************************************************/
|
---|
116 |
|
---|
117 | public interface ISingleObjectiveSolutionScope<TSolution> : IScope {
|
---|
118 | TSolution Solution { get; set; }
|
---|
119 | double Fitness { get; set; }
|
---|
120 |
|
---|
121 | void Adopt(ISingleObjectiveSolutionScope<TSolution> orphan);
|
---|
122 | }
|
---|
123 | }
|
---|