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source: trunk/sources/HeuristicLab.Encodings.SymbolicExpressionTreeEncoding/3.4/Tests/AllArchitectureAlteringOperatorsTest.cs @ 6829

Last change on this file since 6829 was 6824, checked in by mkommend, 13 years ago

#1479: Updated old limit for old all architecture manipulating unit test.

File size: 5.7 KB
RevLine 
[3360]1#region License Information
2/* HeuristicLab
[5445]3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
[3360]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 System;
23using System.Collections.Generic;
[4068]24using System.Diagnostics;
25using HeuristicLab.Data;
[3360]26using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
[4068]27using HeuristicLab.Random;
28using Microsoft.VisualStudio.TestTools.UnitTesting;
[3360]29
[5549]30namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding_3._4.Tests {
[3360]31  [TestClass]
32  public class AllArchitectureAlteringOperatorsTest {
33    private const int POPULATION_SIZE = 1000;
[5792]34    private const int N_ITERATIONS = 200;
[5549]35    private const int MAX_TREE_LENGTH = 100;
36    private const int MAX_TREE_DEPTH = 10;
[3360]37    private TestContext testContextInstance;
38
39    /// <summary>
40    ///Gets or sets the test context which provides
41    ///information about and functionality for the current test run.
42    ///</summary>
43    public TestContext TestContext {
44      get {
45        return testContextInstance;
46      }
47      set {
48        testContextInstance = value;
49      }
50    }
51
52    [TestMethod()]
53    public void AllArchitectureAlteringOperatorsDistributionTest() {
[5549]54      var trees = new List<ISymbolicExpressionTree>();
55      var newTrees = new List<ISymbolicExpressionTree>();
[3360]56      var grammar = Grammars.CreateArithmeticAndAdfGrammar();
57      var random = new MersenneTwister(31415);
[5686]58      SymbolicExpressionTreeStringFormatter formatter = new SymbolicExpressionTreeStringFormatter();
[5549]59      IntValue maxTreeSize = new IntValue(MAX_TREE_LENGTH);
60      IntValue maxTreeHeigth = new IntValue(MAX_TREE_DEPTH);
[3360]61      IntValue maxDefuns = new IntValue(3);
62      IntValue maxArgs = new IntValue(3);
63      for (int i = 0; i < POPULATION_SIZE; i++) {
[5686]64        var tree = ProbabilisticTreeCreator.Create(random, grammar, MAX_TREE_LENGTH, MAX_TREE_DEPTH);
[3360]65        Util.IsValid(tree);
66        trees.Add(tree);
67      }
68      Stopwatch stopwatch = new Stopwatch();
[5367]69      int failedEvents = 0;
[3360]70      for (int g = 0; g < N_ITERATIONS; g++) {
71        for (int i = 0; i < POPULATION_SIZE; i++) {
[3369]72          if (random.NextDouble() < 0.5) {
73            // manipulate
[5686]74            stopwatch.Start();
[5549]75            var selectedTree = (ISymbolicExpressionTree)trees.SelectRandom(random).Clone();
[5686]76            var oldTree = (ISymbolicExpressionTree)selectedTree.Clone();
[3534]77            bool success = false;
[5686]78            int sw = random.Next(6);
79            switch (sw) {
[5549]80              case 0: success = ArgumentCreater.CreateNewArgument(random, selectedTree, MAX_TREE_LENGTH, MAX_TREE_DEPTH, 3, 3); break;
81              case 1: success = ArgumentDeleter.DeleteArgument(random, selectedTree, 3, 3); break;
82              case 2: success = ArgumentDuplicater.DuplicateArgument(random, selectedTree, 3, 3); break;
83              case 3: success = SubroutineCreater.CreateSubroutine(random, selectedTree, MAX_TREE_LENGTH, MAX_TREE_DEPTH, 3, 3); break;
84              case 4: success = SubroutineDuplicater.DuplicateSubroutine(random, selectedTree, 3, 3); break;
85              case 5: success = SubroutineDeleter.DeleteSubroutine(random, selectedTree, 3, 3); break;
86            }
[5686]87            stopwatch.Stop();
[5549]88            if (!success) failedEvents++;
[3369]89            Util.IsValid(selectedTree);
90            newTrees.Add(selectedTree);
91          } else {
[5918]92            stopwatch.Start();
[3369]93            // crossover
[5367]94            SymbolicExpressionTree par0 = null;
95            SymbolicExpressionTree par1 = null;
96            do {
97              par0 = (SymbolicExpressionTree)trees.SelectRandom(random).Clone();
98              par1 = (SymbolicExpressionTree)trees.SelectRandom(random).Clone();
[5549]99            } while (par0.Length > MAX_TREE_LENGTH || par1.Length > MAX_TREE_LENGTH);
[5792]100            var newTree = SubtreeCrossover.Cross(random, par0, par1, 0.9, MAX_TREE_LENGTH, MAX_TREE_DEPTH);
[5918]101            stopwatch.Stop();
[5792]102            Util.IsValid(newTree);
103            newTrees.Add(newTree);
[3369]104          }
[3360]105        }
[5792]106        trees = new List<ISymbolicExpressionTree>(newTrees);
107        newTrees.Clear();
[3360]108      }
[5917]109      var msPerOperation = stopwatch.ElapsedMilliseconds / ((double)POPULATION_SIZE * (double)N_ITERATIONS);
[5367]110      Console.WriteLine("AllArchitectureAlteringOperators: " + Environment.NewLine +
[3360]111        "Operations / s: ~" + Math.Round(1000.0 / (msPerOperation)) + "operations / s)" + Environment.NewLine +
[5917]112        "Failed events: " + failedEvents * 100.0 / (double)(POPULATION_SIZE * N_ITERATIONS / 2.0) + "%" + Environment.NewLine +
[3360]113        Util.GetSizeDistributionString(trees, 200, 5) + Environment.NewLine +
114        Util.GetFunctionDistributionString(trees) + Environment.NewLine +
[5733]115        Util.GetNumberOfSubtreesDistributionString(trees) + Environment.NewLine +
[3360]116        Util.GetTerminalDistributionString(trees) + Environment.NewLine
117        );
[5411]118
[5918]119      Assert.IsTrue(failedEvents * 100.0 / (POPULATION_SIZE * N_ITERATIONS / 2.0) < 75.0); // 25% of architecture operations must succeed
[6824]120      Assert.IsTrue(Math.Round(1000.0 / (msPerOperation)) > 800); // must achieve more than 800 ops per second
[3360]121    }
122  }
123}
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