1 | #region License Information
|
---|
2 |
|
---|
3 | /* HeuristicLab
|
---|
4 | * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
5 | *
|
---|
6 | * This file is part of HeuristicLab.
|
---|
7 | *
|
---|
8 | * HeuristicLab is free software: you can redistribute it and/or modify
|
---|
9 | * it under the terms of the GNU General Public License as published by
|
---|
10 | * the Free Software Foundation, either version 3 of the License, or
|
---|
11 | * (at your option) any later version.
|
---|
12 | *
|
---|
13 | * HeuristicLab is distributed in the hope that it will be useful,
|
---|
14 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
15 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
16 | * GNU General Public License for more details.
|
---|
17 | *
|
---|
18 | * You should have received a copy of the GNU General Public License
|
---|
19 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
---|
20 | */
|
---|
21 |
|
---|
22 | #endregion
|
---|
23 |
|
---|
24 | using HEAL.Attic;
|
---|
25 | using HeuristicLab.Common;
|
---|
26 | using HeuristicLab.Core;
|
---|
27 | using HeuristicLab.Data;
|
---|
28 | using HeuristicLab.Encodings.BinaryVectorEncoding;
|
---|
29 | using HeuristicLab.Encodings.IntegerVectorEncoding;
|
---|
30 | using HeuristicLab.Encodings.LinearLinkageEncoding;
|
---|
31 | using HeuristicLab.Encodings.PermutationEncoding;
|
---|
32 | using HeuristicLab.Encodings.RealVectorEncoding;
|
---|
33 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
|
---|
34 | using HeuristicLab.Optimization;
|
---|
35 | using HeuristicLab.Parameters;
|
---|
36 |
|
---|
37 | namespace HeuristicLab.Problems.ExternalEvaluation {
|
---|
38 | #region single-objective
|
---|
39 | [Item("Binary Vector External Evaluation Problem (single-objective)", "Represents a binary vector single-objective problem that is evaluated by a separate process.")]
|
---|
40 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 100)]
|
---|
41 | [StorableType("4ea0ded8-4451-4011-b88e-4d0680721b01")]
|
---|
42 | public sealed class SingleObjectiveBinaryVectorExternalEvaluationProblem : ExternalEvaluationProblem<BinaryVectorEncoding, BinaryVector> {
|
---|
43 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
44 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
45 |
|
---|
46 | public int Dimension {
|
---|
47 | get => Encoding.Length;
|
---|
48 | set => Encoding.Length = value;
|
---|
49 | }
|
---|
50 |
|
---|
51 | [StorableConstructor]
|
---|
52 | private SingleObjectiveBinaryVectorExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
53 | private SingleObjectiveBinaryVectorExternalEvaluationProblem(SingleObjectiveBinaryVectorExternalEvaluationProblem original, Cloner cloner)
|
---|
54 | : base(original, cloner) {
|
---|
55 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
56 | }
|
---|
57 |
|
---|
58 | public SingleObjectiveBinaryVectorExternalEvaluationProblem()
|
---|
59 | : base(new BinaryVectorEncoding()) {
|
---|
60 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
61 | DimensionRefParameter.Value = new IntValue(Dimension, @readonly: false);
|
---|
62 | // TODO: Add and parameterize additional operators,
|
---|
63 | }
|
---|
64 |
|
---|
65 |
|
---|
66 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
67 | return new SingleObjectiveBinaryVectorExternalEvaluationProblem(this, cloner);
|
---|
68 | }
|
---|
69 | }
|
---|
70 |
|
---|
71 | [Item("Integer Vector External Evaluation Problem (single-objective)", "Represents an integer vector single-objective problem that is evaluated by a separate process.")]
|
---|
72 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 101)]
|
---|
73 | [StorableType("46465e8c-11d8-4d02-8c45-de41a08db7fa")]
|
---|
74 | public sealed class SingleObjectiveIntegerVectorExternalEvaluationProblem : ExternalEvaluationProblem<IntegerVectorEncoding, IntegerVector> {
|
---|
75 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
76 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
77 | [Storable] private ReferenceParameter<IntMatrix> BoundsRefParameter;
|
---|
78 | public IValueParameter<IntMatrix> BoundsParameter => BoundsRefParameter;
|
---|
79 |
|
---|
80 | public int Dimension {
|
---|
81 | get => DimensionRefParameter.Value.Value;
|
---|
82 | set => DimensionRefParameter.Value.Value = value;
|
---|
83 | }
|
---|
84 |
|
---|
85 | public IntMatrix Bounds {
|
---|
86 | get => BoundsRefParameter.Value;
|
---|
87 | set => BoundsRefParameter.Value = value;
|
---|
88 | }
|
---|
89 |
|
---|
90 | [StorableConstructor]
|
---|
91 | private SingleObjectiveIntegerVectorExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
92 | private SingleObjectiveIntegerVectorExternalEvaluationProblem(SingleObjectiveIntegerVectorExternalEvaluationProblem original, Cloner cloner)
|
---|
93 | : base(original, cloner) {
|
---|
94 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
95 | BoundsRefParameter = cloner.Clone(original.BoundsRefParameter);
|
---|
96 | }
|
---|
97 |
|
---|
98 | public SingleObjectiveIntegerVectorExternalEvaluationProblem()
|
---|
99 | : base(new IntegerVectorEncoding()) {
|
---|
100 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
101 | Parameters.Add(BoundsRefParameter = new ReferenceParameter<IntMatrix>("Bounds", "The bounding box and step size of the elements.", Encoding.BoundsParameter));
|
---|
102 | // TODO: Add and parameterize additional operators,
|
---|
103 | }
|
---|
104 |
|
---|
105 |
|
---|
106 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
107 | return new SingleObjectiveIntegerVectorExternalEvaluationProblem(this, cloner);
|
---|
108 | }
|
---|
109 | }
|
---|
110 |
|
---|
111 | [Item("Real Vector External Evaluation Problem (single-objective)", "Represents a real vector single-objective problem that is evaluated by a separate process.")]
|
---|
112 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 102)]
|
---|
113 | [StorableType("637f091f-6601-494e-bafb-2a8ea474210c")]
|
---|
114 | public sealed class SingleObjectiveRealVectorExternalEvaluationProblem : ExternalEvaluationProblem<RealVectorEncoding, RealVector> {
|
---|
115 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
116 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
117 | [Storable] private ReferenceParameter<DoubleMatrix> BoundsRefParameter;
|
---|
118 | public IValueParameter<DoubleMatrix> BoundsParameter => BoundsRefParameter;
|
---|
119 |
|
---|
120 | public int Dimension {
|
---|
121 | get => DimensionRefParameter.Value.Value;
|
---|
122 | set => DimensionRefParameter.Value.Value = value;
|
---|
123 | }
|
---|
124 |
|
---|
125 | public DoubleMatrix Bounds {
|
---|
126 | get => BoundsRefParameter.Value;
|
---|
127 | set => BoundsRefParameter.Value = value;
|
---|
128 | }
|
---|
129 |
|
---|
130 | [StorableConstructor]
|
---|
131 | private SingleObjectiveRealVectorExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
132 | private SingleObjectiveRealVectorExternalEvaluationProblem(SingleObjectiveRealVectorExternalEvaluationProblem original, Cloner cloner)
|
---|
133 | : base(original, cloner) {
|
---|
134 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
135 | BoundsRefParameter = cloner.Clone(original.BoundsRefParameter);
|
---|
136 | }
|
---|
137 |
|
---|
138 | public SingleObjectiveRealVectorExternalEvaluationProblem()
|
---|
139 | : base(new RealVectorEncoding()) {
|
---|
140 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
141 | Parameters.Add(BoundsRefParameter = new ReferenceParameter<DoubleMatrix>("Bounds", "The bounding box of the elements.", Encoding.BoundsParameter));
|
---|
142 | // TODO: Add and parameterize additional operators,
|
---|
143 | }
|
---|
144 |
|
---|
145 |
|
---|
146 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
147 | return new SingleObjectiveRealVectorExternalEvaluationProblem(this, cloner);
|
---|
148 | }
|
---|
149 | }
|
---|
150 |
|
---|
151 | [Item("Permutation External Evaluation Problem (single-objective)", "Represents a permutation single-objective problem that is evaluated by a separate process.")]
|
---|
152 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 103)]
|
---|
153 | [StorableType("ad9d45f8-b97e-49a7-b3d2-487d9a2cbdf9")]
|
---|
154 | public sealed class SingleObjectivePermutationExternalEvaluationProblem : ExternalEvaluationProblem<PermutationEncoding, Permutation> {
|
---|
155 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
156 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
157 |
|
---|
158 | public int Dimension {
|
---|
159 | get => DimensionRefParameter.Value.Value;
|
---|
160 | set => DimensionRefParameter.Value.Value = value;
|
---|
161 | }
|
---|
162 |
|
---|
163 | [StorableConstructor]
|
---|
164 | private SingleObjectivePermutationExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
165 | private SingleObjectivePermutationExternalEvaluationProblem(SingleObjectivePermutationExternalEvaluationProblem original, Cloner cloner)
|
---|
166 | : base(original, cloner) {
|
---|
167 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
168 | }
|
---|
169 |
|
---|
170 | public SingleObjectivePermutationExternalEvaluationProblem()
|
---|
171 | : base(new PermutationEncoding()) {
|
---|
172 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
173 | // TODO: Add and parameterize additional operators,
|
---|
174 | }
|
---|
175 |
|
---|
176 |
|
---|
177 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
178 | return new SingleObjectivePermutationExternalEvaluationProblem(this, cloner);
|
---|
179 | }
|
---|
180 | }
|
---|
181 |
|
---|
182 | [Item("Symbolic Expression Tree External Evaluation Problem (single-objective)", "Represents a symbolic expression tree single-objective problem that is evaluated by a separate process.")]
|
---|
183 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 104)]
|
---|
184 | [StorableType("9b3ee4a8-7076-4edd-ae7e-4188bc49aaa3")]
|
---|
185 | public sealed class SingleObjectiveSymbolicExpressionTreeExternalEvaluationProblem : ExternalEvaluationProblem<SymbolicExpressionTreeEncoding, ISymbolicExpressionTree> {
|
---|
186 |
|
---|
187 | [StorableConstructor]
|
---|
188 | private SingleObjectiveSymbolicExpressionTreeExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
189 | private SingleObjectiveSymbolicExpressionTreeExternalEvaluationProblem(SingleObjectiveSymbolicExpressionTreeExternalEvaluationProblem original, Cloner cloner) : base(original, cloner) { }
|
---|
190 |
|
---|
191 | public SingleObjectiveSymbolicExpressionTreeExternalEvaluationProblem()
|
---|
192 | : base(new SymbolicExpressionTreeEncoding()) {
|
---|
193 | // TODO: Change to ReferenceParameter
|
---|
194 | var lengthParameter = new FixedValueParameter<IntValue>("TreeLength", "The total amount of nodes.", new IntValue(50));
|
---|
195 | Parameters.Add(lengthParameter);
|
---|
196 | Encoding.TreeLengthParameter = lengthParameter;
|
---|
197 | var depthParameter = new FixedValueParameter<IntValue>("TreeDepth", "The depth of the tree.", new IntValue(10));
|
---|
198 | Parameters.Add(depthParameter);
|
---|
199 | Encoding.TreeDepthParameter = depthParameter;
|
---|
200 | // TODO: Add and parameterize additional operators,
|
---|
201 | }
|
---|
202 |
|
---|
203 |
|
---|
204 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
205 | return new SingleObjectiveSymbolicExpressionTreeExternalEvaluationProblem(this, cloner);
|
---|
206 | }
|
---|
207 | }
|
---|
208 |
|
---|
209 | [Item("Linear Linkage External Evaluation Problem (single-objective)", "Represents a linear linkage single-objective problem that is evaluated by a separate process.")]
|
---|
210 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 105)]
|
---|
211 | [StorableType("945a35d9-89a8-4423-9ea0-21829ac68887")]
|
---|
212 | public sealed class SingleObjectiveLinearLinkageExternalEvaluationProblem : ExternalEvaluationProblem<LinearLinkageEncoding, LinearLinkage> {
|
---|
213 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
214 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
215 |
|
---|
216 | public int Dimension {
|
---|
217 | get => DimensionRefParameter.Value.Value;
|
---|
218 | set => DimensionRefParameter.Value.Value = value;
|
---|
219 | }
|
---|
220 |
|
---|
221 | [StorableConstructor]
|
---|
222 | private SingleObjectiveLinearLinkageExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
223 | private SingleObjectiveLinearLinkageExternalEvaluationProblem(SingleObjectiveLinearLinkageExternalEvaluationProblem original, Cloner cloner)
|
---|
224 | : base(original, cloner) {
|
---|
225 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
226 | }
|
---|
227 |
|
---|
228 | public SingleObjectiveLinearLinkageExternalEvaluationProblem()
|
---|
229 | : base(new LinearLinkageEncoding()) {
|
---|
230 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
231 | // TODO: Add and parameterize additional operators,
|
---|
232 | }
|
---|
233 |
|
---|
234 |
|
---|
235 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
236 | return new SingleObjectiveLinearLinkageExternalEvaluationProblem(this, cloner);
|
---|
237 | }
|
---|
238 | }
|
---|
239 |
|
---|
240 | [Item("Combined Encoding External Evaluation Problem (single-objective)", "Represents a combined encoding single-objective problem that is evaluated by a separate process.")]
|
---|
241 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsSingleObjective, Priority = 1000)]
|
---|
242 | [StorableType("0effb975-c1ff-4485-afc9-5f4cf30ac62b")]
|
---|
243 | public sealed class SingleObjectiveCombinedEncodingExternalEvaluationProblem : ExternalEvaluationProblem<CombinedEncoding, CombinedSolution> {
|
---|
244 |
|
---|
245 | [StorableConstructor]
|
---|
246 | private SingleObjectiveCombinedEncodingExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
247 | private SingleObjectiveCombinedEncodingExternalEvaluationProblem(SingleObjectiveCombinedEncodingExternalEvaluationProblem original, Cloner cloner) : base(original, cloner) { }
|
---|
248 | public SingleObjectiveCombinedEncodingExternalEvaluationProblem() : base(new CombinedEncoding()) { }
|
---|
249 |
|
---|
250 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
251 | return new SingleObjectiveCombinedEncodingExternalEvaluationProblem(this, cloner);
|
---|
252 | }
|
---|
253 | }
|
---|
254 | #endregion
|
---|
255 |
|
---|
256 | #region multi-objective
|
---|
257 | [Item("Binary Vector External Evaluation Problem (multi-objective)", "Represents a binary vector multi-objective problem that is evaluated by a separate process.")]
|
---|
258 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 100)]
|
---|
259 | [StorableType("f14c7e88-b74d-4cad-ae55-83daf7b4c288")]
|
---|
260 | public sealed class MultiObjectiveBinaryVectorExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<BinaryVectorEncoding, BinaryVector> {
|
---|
261 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
262 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
263 |
|
---|
264 | public int Dimension {
|
---|
265 | get => Encoding.Length;
|
---|
266 | set => Encoding.Length = value;
|
---|
267 | }
|
---|
268 |
|
---|
269 | [StorableConstructor]
|
---|
270 | private MultiObjectiveBinaryVectorExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
271 | private MultiObjectiveBinaryVectorExternalEvaluationProblem(MultiObjectiveBinaryVectorExternalEvaluationProblem original, Cloner cloner)
|
---|
272 | : base(original, cloner) {
|
---|
273 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
274 | }
|
---|
275 |
|
---|
276 | public MultiObjectiveBinaryVectorExternalEvaluationProblem()
|
---|
277 | : base(new BinaryVectorEncoding()) {
|
---|
278 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
279 | DimensionRefParameter.Value = new IntValue(Dimension, @readonly: false);
|
---|
280 | // TODO: Add and parameterize additional operators,
|
---|
281 | }
|
---|
282 |
|
---|
283 |
|
---|
284 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
285 | return new MultiObjectiveBinaryVectorExternalEvaluationProblem(this, cloner);
|
---|
286 | }
|
---|
287 | }
|
---|
288 |
|
---|
289 | [Item("Integer Vector External Evaluation Problem (multi-objective)", "Represents an integer vector multi-objective problem that is evaluated by a separate process.")]
|
---|
290 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 101)]
|
---|
291 | [StorableType("90a82c2f-6c37-4ffd-8495-bee278c583d3")]
|
---|
292 | public sealed class MultiObjectiveIntegerVectorExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<IntegerVectorEncoding, IntegerVector> {
|
---|
293 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
294 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
295 | [Storable] private ReferenceParameter<IntMatrix> BoundsRefParameter;
|
---|
296 | public IValueParameter<IntMatrix> BoundsParameter => BoundsRefParameter;
|
---|
297 |
|
---|
298 | public int Dimension {
|
---|
299 | get => DimensionRefParameter.Value.Value;
|
---|
300 | set => DimensionRefParameter.Value.Value = value;
|
---|
301 | }
|
---|
302 |
|
---|
303 | public IntMatrix Bounds {
|
---|
304 | get => BoundsRefParameter.Value;
|
---|
305 | set => BoundsRefParameter.Value = value;
|
---|
306 | }
|
---|
307 |
|
---|
308 | [StorableConstructor]
|
---|
309 | private MultiObjectiveIntegerVectorExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
310 | private MultiObjectiveIntegerVectorExternalEvaluationProblem(MultiObjectiveIntegerVectorExternalEvaluationProblem original, Cloner cloner)
|
---|
311 | : base(original, cloner) {
|
---|
312 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
313 | BoundsRefParameter = cloner.Clone(original.BoundsRefParameter);
|
---|
314 | }
|
---|
315 |
|
---|
316 | public MultiObjectiveIntegerVectorExternalEvaluationProblem()
|
---|
317 | : base(new IntegerVectorEncoding()) {
|
---|
318 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
319 | Parameters.Add(BoundsRefParameter = new ReferenceParameter<IntMatrix>("Bounds", "The bounding box and step size of the elements.", Encoding.BoundsParameter));
|
---|
320 | // TODO: Add and parameterize additional operators,
|
---|
321 | }
|
---|
322 |
|
---|
323 |
|
---|
324 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
325 | return new MultiObjectiveIntegerVectorExternalEvaluationProblem(this, cloner);
|
---|
326 | }
|
---|
327 | }
|
---|
328 |
|
---|
329 | [Item("Real Vector External Evaluation Problem (multi-objective)", "Represents a real vector multi-objective problem that is evaluated by a separate process.")]
|
---|
330 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 102)]
|
---|
331 | [StorableType("38e1d068-d569-48c5-bad6-cbdd685b7c6b")]
|
---|
332 | public sealed class MultiObjectiveRealVectorExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<RealVectorEncoding, RealVector> {
|
---|
333 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
334 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
335 | [Storable] private ReferenceParameter<DoubleMatrix> BoundsRefParameter;
|
---|
336 | public IValueParameter<DoubleMatrix> BoundsParameter => BoundsRefParameter;
|
---|
337 |
|
---|
338 | public int Dimension {
|
---|
339 | get => DimensionRefParameter.Value.Value;
|
---|
340 | set => DimensionRefParameter.Value.Value = value;
|
---|
341 | }
|
---|
342 |
|
---|
343 | public DoubleMatrix Bounds {
|
---|
344 | get => BoundsRefParameter.Value;
|
---|
345 | set => BoundsRefParameter.Value = value;
|
---|
346 | }
|
---|
347 |
|
---|
348 | [StorableConstructor]
|
---|
349 | private MultiObjectiveRealVectorExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
350 | private MultiObjectiveRealVectorExternalEvaluationProblem(MultiObjectiveRealVectorExternalEvaluationProblem original, Cloner cloner)
|
---|
351 | : base(original, cloner) {
|
---|
352 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
353 | BoundsRefParameter = cloner.Clone(original.BoundsRefParameter);
|
---|
354 | }
|
---|
355 |
|
---|
356 | public MultiObjectiveRealVectorExternalEvaluationProblem()
|
---|
357 | : base(new RealVectorEncoding()) {
|
---|
358 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
359 | Parameters.Add(BoundsRefParameter = new ReferenceParameter<DoubleMatrix>("Bounds", "The bounding box of the elements.", Encoding.BoundsParameter));
|
---|
360 | // TODO: Add and parameterize additional operators,
|
---|
361 | }
|
---|
362 |
|
---|
363 |
|
---|
364 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
365 | return new MultiObjectiveRealVectorExternalEvaluationProblem(this, cloner);
|
---|
366 | }
|
---|
367 | }
|
---|
368 |
|
---|
369 | [Item("Permutation External Evaluation Problem (multi-objective)", "Represents a permutation multi-objective problem that is evaluated by a separate process.")]
|
---|
370 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 103)]
|
---|
371 | [StorableType("f1b265b0-ac7c-4c36-b346-5b3f2c37694b")]
|
---|
372 | public sealed class MultiObjectivePermutationExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<PermutationEncoding, Permutation> {
|
---|
373 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
374 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
375 |
|
---|
376 | public int Dimension {
|
---|
377 | get => DimensionRefParameter.Value.Value;
|
---|
378 | set => DimensionRefParameter.Value.Value = value;
|
---|
379 | }
|
---|
380 |
|
---|
381 | [StorableConstructor]
|
---|
382 | private MultiObjectivePermutationExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
383 | private MultiObjectivePermutationExternalEvaluationProblem(MultiObjectivePermutationExternalEvaluationProblem original, Cloner cloner)
|
---|
384 | : base(original, cloner) {
|
---|
385 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
386 | }
|
---|
387 |
|
---|
388 | public MultiObjectivePermutationExternalEvaluationProblem()
|
---|
389 | : base(new PermutationEncoding()) {
|
---|
390 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
391 | // TODO: Add and parameterize additional operators,
|
---|
392 | }
|
---|
393 |
|
---|
394 |
|
---|
395 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
396 | return new MultiObjectivePermutationExternalEvaluationProblem(this, cloner);
|
---|
397 | }
|
---|
398 | }
|
---|
399 |
|
---|
400 | [Item("Symbolic Expression Tree External Evaluation Problem (multi-objective)", "Represents a symbolic expression tree multi-objective problem that is evaluated by a separate process.")]
|
---|
401 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 104)]
|
---|
402 | [StorableType("fb6834e2-2d56-4711-a3f8-5e0ab55cd040")]
|
---|
403 | public sealed class MultiObjectiveSymbolicExpressionTreeExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<SymbolicExpressionTreeEncoding, ISymbolicExpressionTree> {
|
---|
404 |
|
---|
405 | [StorableConstructor]
|
---|
406 | private MultiObjectiveSymbolicExpressionTreeExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
407 | private MultiObjectiveSymbolicExpressionTreeExternalEvaluationProblem(MultiObjectiveSymbolicExpressionTreeExternalEvaluationProblem original, Cloner cloner) : base(original, cloner) { }
|
---|
408 |
|
---|
409 | public MultiObjectiveSymbolicExpressionTreeExternalEvaluationProblem()
|
---|
410 | : base(new SymbolicExpressionTreeEncoding()) {
|
---|
411 | // TODO: Change to ReferenceParameter
|
---|
412 | var lengthParameter = new FixedValueParameter<IntValue>("TreeLength", "The total amount of nodes.", new IntValue(50));
|
---|
413 | Parameters.Add(lengthParameter);
|
---|
414 | Encoding.TreeLengthParameter = lengthParameter;
|
---|
415 | var depthParameter = new FixedValueParameter<IntValue>("TreeDepth", "The depth of the tree.", new IntValue(10));
|
---|
416 | Parameters.Add(depthParameter);
|
---|
417 | Encoding.TreeDepthParameter = depthParameter;
|
---|
418 | // TODO: Add and parameterize additional operators,
|
---|
419 | }
|
---|
420 |
|
---|
421 |
|
---|
422 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
423 | return new MultiObjectiveSymbolicExpressionTreeExternalEvaluationProblem(this, cloner);
|
---|
424 | }
|
---|
425 | }
|
---|
426 |
|
---|
427 | [Item("Linear Linkage External Evaluation Problem (multi-objective)", "Represents a linear linkage multi-objective problem that is evaluated by a separate process.")]
|
---|
428 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 105)]
|
---|
429 | [StorableType("ed0c1129-651d-465f-87b0-f412f3e3b3d1")]
|
---|
430 | public sealed class MultiObjectiveLinearLinkageExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<LinearLinkageEncoding, LinearLinkage> {
|
---|
431 | [Storable] private ReferenceParameter<IntValue> DimensionRefParameter;
|
---|
432 | public IValueParameter<IntValue> DimensionParameter => DimensionRefParameter;
|
---|
433 |
|
---|
434 | public int Dimension {
|
---|
435 | get => DimensionRefParameter.Value.Value;
|
---|
436 | set => DimensionRefParameter.Value.Value = value;
|
---|
437 | }
|
---|
438 |
|
---|
439 | [StorableConstructor]
|
---|
440 | private MultiObjectiveLinearLinkageExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
441 | private MultiObjectiveLinearLinkageExternalEvaluationProblem(MultiObjectiveLinearLinkageExternalEvaluationProblem original, Cloner cloner)
|
---|
442 | : base(original, cloner) {
|
---|
443 | DimensionRefParameter = cloner.Clone(original.DimensionRefParameter);
|
---|
444 | }
|
---|
445 |
|
---|
446 | public MultiObjectiveLinearLinkageExternalEvaluationProblem()
|
---|
447 | : base(new LinearLinkageEncoding()) {
|
---|
448 | Parameters.Add(DimensionRefParameter = new ReferenceParameter<IntValue>("Dimension", "The dimension of the vector.", Encoding.LengthParameter));
|
---|
449 | // TODO: Add and parameterize additional operators,
|
---|
450 | }
|
---|
451 |
|
---|
452 |
|
---|
453 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
454 | return new MultiObjectiveLinearLinkageExternalEvaluationProblem(this, cloner);
|
---|
455 | }
|
---|
456 | }
|
---|
457 |
|
---|
458 | [Item("Combined Encoding External Evaluation Problem (multi-objective)", "Represents a combined encoding multi-objective problem that is evaluated by a separate process.")]
|
---|
459 | [Creatable(CreatableAttribute.Categories.ExternalEvaluationProblemsMultiObjective, Priority = 1000)]
|
---|
460 | [StorableType("5f136869-1750-4d96-ba7e-b25edd2bcab1")]
|
---|
461 | public sealed class MultiObjectiveCombinedEncodingExternalEvaluationProblem : MultiObjectiveExternalEvaluationProblem<CombinedEncoding, CombinedSolution> {
|
---|
462 |
|
---|
463 | [StorableConstructor]
|
---|
464 | private MultiObjectiveCombinedEncodingExternalEvaluationProblem(StorableConstructorFlag _) : base(_) { }
|
---|
465 | private MultiObjectiveCombinedEncodingExternalEvaluationProblem(MultiObjectiveCombinedEncodingExternalEvaluationProblem original, Cloner cloner) : base(original, cloner) { }
|
---|
466 | public MultiObjectiveCombinedEncodingExternalEvaluationProblem() : base(new CombinedEncoding()) { }
|
---|
467 |
|
---|
468 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
469 | return new MultiObjectiveCombinedEncodingExternalEvaluationProblem(this, cloner);
|
---|
470 | }
|
---|
471 | }
|
---|
472 | #endregion
|
---|
473 | }
|
---|