1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using HEAL.Attic;
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23 | using HeuristicLab.Core;
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24 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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25 |
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26 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
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27 | [Item("SymbolicDataAnalysisSolutionPruningOptimizer", "An operator which automatically removes nodes that have a negative impact from the tree model, optimizing the remaining constants.")]
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28 | [StorableType("8F0C09F6-7138-4D95-9EB0-F65D8E8C3811")]
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29 | public abstract class SymbolicDataAnalysisSolutionPruningOptimizer {
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30 | public abstract ISymbolicDataAnalysisSolution PruneAndOptimizeSolution(ISymbolicDataAnalysisSolution solution);
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31 |
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32 | protected ConstantTreeNode MakeConstantTreeNode(double value) {
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33 | var constant = new Constant { MinValue = value - 1, MaxValue = value + 1 };
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34 | var constantTreeNode = (ConstantTreeNode)constant.CreateTreeNode();
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35 | constantTreeNode.Value = value;
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36 | return constantTreeNode;
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37 | }
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38 |
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39 | protected void ReplaceWithConstantNode(ISymbolicExpressionTreeNode originalNode, ISymbolicExpressionTreeNode constantNode) {
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40 | var parent = originalNode.Parent;
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41 | var index = parent.IndexOfSubtree(originalNode);
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42 | parent.RemoveSubtree(index);
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43 | parent.InsertSubtree(index, constantNode);
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44 | }
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45 | }
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46 | }
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