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 |
|
---|
22 |
|
---|
23 | using System;
|
---|
24 | using System.Threading;
|
---|
25 | using System.Xml;
|
---|
26 | using HeuristicLab.Common;
|
---|
27 | using HeuristicLab.Core;
|
---|
28 | using HeuristicLab.Data;
|
---|
29 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
|
---|
30 | using HeuristicLab.Operators;
|
---|
31 | using HeuristicLab.Optimization;
|
---|
32 | using HeuristicLab.Parameters;
|
---|
33 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
34 |
|
---|
35 | namespace HeuristicLab.Problems.Robocode {
|
---|
36 | [StorableClass]
|
---|
37 | [Item("Robocode Evaluator", "Evaluator for the Robocode GP problem.")]
|
---|
38 | public class Evaluator : SingleSuccessorOperator,
|
---|
39 | ISingleObjectiveEvaluator {
|
---|
40 | #region parameter names
|
---|
41 | private const string QualityParameterName = "Quality";
|
---|
42 | private const string TankProgramParameterName = "TankProgram";
|
---|
43 | private const string RobocodePathParamaterName = "Path";
|
---|
44 | private const string CoevolutionParameterName = "Coevolution";
|
---|
45 |
|
---|
46 |
|
---|
47 | private static string solutionTemplatePath = "";
|
---|
48 | public static string SolutionTemplate {
|
---|
49 | get { return solutionTemplatePath; }
|
---|
50 | set {
|
---|
51 | solutionTemplatePath = value;
|
---|
52 | }
|
---|
53 | }
|
---|
54 |
|
---|
55 | public static SemaphoreSlim semaphore = new SemaphoreSlim(10);
|
---|
56 | #endregion
|
---|
57 |
|
---|
58 |
|
---|
59 | #region parameters
|
---|
60 | public ILookupParameter<DoubleValue> QualityParameter {
|
---|
61 | get {
|
---|
62 | return (ILookupParameter<DoubleValue>)
|
---|
63 | Parameters[QualityParameterName];
|
---|
64 | }
|
---|
65 | }
|
---|
66 | public ILookupParameter<ISymbolicExpressionTree> TankProgramParameter {
|
---|
67 | get {
|
---|
68 | return (ILookupParameter<ISymbolicExpressionTree>)
|
---|
69 | Parameters[TankProgramParameterName];
|
---|
70 | }
|
---|
71 | }
|
---|
72 | public ILookupParameter<StringValue> RobocodePathParameter {
|
---|
73 | get {
|
---|
74 | return (ILookupParameter<StringValue>)
|
---|
75 | Parameters[RobocodePathParamaterName];
|
---|
76 | }
|
---|
77 | }
|
---|
78 | public ILookupParameter<BoolValue> CoevolutionParameter {
|
---|
79 | get {
|
---|
80 | return (ILookupParameter<BoolValue>)
|
---|
81 | Parameters[CoevolutionParameterName];
|
---|
82 | }
|
---|
83 | }
|
---|
84 | #endregion
|
---|
85 |
|
---|
86 |
|
---|
87 | [StorableConstructor]
|
---|
88 | protected Evaluator(bool deserializing) : base(deserializing) { }
|
---|
89 | protected Evaluator(Evaluator original, Cloner cloner)
|
---|
90 | : base(original, cloner) {
|
---|
91 | }
|
---|
92 |
|
---|
93 | // default constructor for the evaluator
|
---|
94 | public Evaluator() {
|
---|
95 | Parameters.Add(
|
---|
96 | new LookupParameter<DoubleValue>(
|
---|
97 | QualityParameterName,
|
---|
98 | "The solution quality of the Robocode tank program."));
|
---|
99 | Parameters.Add(
|
---|
100 | new LookupParameter<ISymbolicExpressionTree>(
|
---|
101 | TankProgramParameterName,
|
---|
102 | "The Robocode tank program to evaluate represented as a " +
|
---|
103 | "symbolic expression tree."));
|
---|
104 | Parameters.Add(
|
---|
105 | new LookupParameter<StringValue>(
|
---|
106 | RobocodePathParamaterName,
|
---|
107 | "Path of the Robocode installation."));
|
---|
108 | Parameters.Add(
|
---|
109 | new LookupParameter<BoolValue>(
|
---|
110 | CoevolutionParameterName,
|
---|
111 | "Use Coevolution"));
|
---|
112 |
|
---|
113 | SolutionTemplate = "../tank.xml";
|
---|
114 | }
|
---|
115 |
|
---|
116 | // override the apply method to change the behaviour of the operator
|
---|
117 | // here we take trees as inputs and calculate qualities
|
---|
118 | // (fitness evaluation)
|
---|
119 | public override IOperation Apply() {
|
---|
120 | semaphore.Wait();
|
---|
121 |
|
---|
122 | ISymbolicExpressionTree tree = TankProgramParameter.ActualValue;
|
---|
123 | //XmlDocument doc = new XmlDocument();
|
---|
124 | //doc.Load("../tank.xml");
|
---|
125 | XmlNode node = null;
|
---|
126 | string path = RobocodePathParameter.ActualValue.Value;
|
---|
127 |
|
---|
128 | if (CoevolutionParameter.ActualValue.Value) {
|
---|
129 | var trees = ExecutionContext.Parent.Scope.SubScopes;//SymbolicExpressionTreeParameter.ActualValue;
|
---|
130 | if (trees.Count == 2) {
|
---|
131 | trees = trees[0].SubScopes;
|
---|
132 | //treeCount = trees[0].SubScopes.Count;
|
---|
133 | //int selTreeCount = trees[1].SubScopes.Count;
|
---|
134 | }
|
---|
135 |
|
---|
136 | Random random = new Random();
|
---|
137 | ScopeList chosenScopes = new ScopeList(5);
|
---|
138 | for (int i = 0; i < 5; i++) {
|
---|
139 | var newScope = trees.ToArray()[random.Next(0, trees.Count - 1)];
|
---|
140 | chosenScopes.Add(newScope);
|
---|
141 | }
|
---|
142 |
|
---|
143 | //if (evaluations % 99 == 0)
|
---|
144 | // evaluations = evaluations;
|
---|
145 |
|
---|
146 | QualityParameter.ActualValue = new DoubleValue(Interpreter.EvaluateTankProgram(tree, chosenScopes, node, path));
|
---|
147 | } else
|
---|
148 | QualityParameter.ActualValue = new DoubleValue(Interpreter.EvaluateTankProgram(tree, node, path));
|
---|
149 |
|
---|
150 | semaphore.Release();
|
---|
151 |
|
---|
152 | // important: return base.Apply() to make sure that the
|
---|
153 | // next operator is queued for execution
|
---|
154 | return base.Apply();
|
---|
155 | }
|
---|
156 |
|
---|
157 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
158 | return new Evaluator(this, cloner);
|
---|
159 | }
|
---|
160 |
|
---|
161 | public bool EnabledByDefault {
|
---|
162 | get { return true; }
|
---|
163 | }
|
---|
164 | }
|
---|
165 | }
|
---|