#region License Information /* HeuristicLab * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL) * * This file is part of HeuristicLab. * * HeuristicLab is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * HeuristicLab is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with HeuristicLab. If not, see . */ #endregion using HeuristicLab.Common; using HeuristicLab.Core; using HEAL.Attic; using HeuristicLab.PluginInfrastructure; namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding { [NonDiscoverableType] [StorableType("0E43AC76-6CD1-4371-90A6-05F7C5B05EC8")] [Item("RampedHalfAndHalfTreeCreator", "An operator that creates new symbolic expression trees in an alternate way: half the trees are created usign the 'Grow' method while the other half are created using the 'Full' method")] public class RampedHalfAndHalfTreeCreator : SymbolicExpressionTreeCreator { [StorableConstructor] protected RampedHalfAndHalfTreeCreator(StorableConstructorFlag _) : base(_) { } protected RampedHalfAndHalfTreeCreator(RampedHalfAndHalfTreeCreator original, Cloner cloner) : base(original, cloner) { } public RampedHalfAndHalfTreeCreator() : base() { } public override IDeepCloneable Clone(Cloner cloner) { return new RampedHalfAndHalfTreeCreator(this, cloner); } protected override ISymbolicExpressionTree Create(IRandom random) { return Create(random, ClonedSymbolicExpressionTreeGrammarParameter.ActualValue, MaximumSymbolicExpressionTreeLengthParameter.ActualValue.Value, MaximumSymbolicExpressionTreeDepthParameter.ActualValue.Value); } public override ISymbolicExpressionTree CreateTree(IRandom random, ISymbolicExpressionGrammar grammar, int maxTreeLength, int maxTreeDepth) { return Create(random, grammar, maxTreeLength, maxTreeDepth); } /// /// Create a symbolic expression tree using 'RampedHalfAndHalf' strategy. /// Half the trees are created with the 'Grow' method, and the other half are created with the 'Full' method. /// /// Random generator /// Available tree grammar /// Maximum tree length (this parameter is ignored) /// Maximum tree depth /// public static ISymbolicExpressionTree Create(IRandom random, ISymbolicExpressionGrammar grammar, int maxTreeLength, int maxTreeDepth) { var tree = new SymbolicExpressionTree(); var rootNode = (SymbolicExpressionTreeTopLevelNode)grammar.ProgramRootSymbol.CreateTreeNode(); if (rootNode.HasLocalParameters) rootNode.ResetLocalParameters(random); rootNode.SetGrammar(grammar.CreateExpressionTreeGrammar()); var startNode = (SymbolicExpressionTreeTopLevelNode)grammar.StartSymbol.CreateTreeNode(); if (startNode.HasLocalParameters) startNode.ResetLocalParameters(random); startNode.SetGrammar(grammar.CreateExpressionTreeGrammar()); rootNode.AddSubtree(startNode); double p = random.NextDouble(); if (p < 0.5) GrowTreeCreator.Create(random, startNode, maxTreeDepth - 2); else FullTreeCreator.Create(random, startNode, maxTreeDepth - 2); tree.Root = rootNode; return tree; } } }