#region License Information /* HeuristicLab * Copyright (C) 2002-2008 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 System.Linq; using HeuristicLab.Core; using HeuristicLab.Operators; using HeuristicLab.Random; using HeuristicLab.Data; using HeuristicLab.GP.Interfaces; using HeuristicLab.Selection; namespace HeuristicLab.GP.Operators { public class FullTreeShaker : DelegatingOperator { public override string Description { get { return "Manipulates all tree nodes for which a manipulator is defined."; } } public FullTreeShaker() : base() { AddVariableInfo(new VariableInfo("Random", "A random generator (uniform)", typeof(MersenneTwister), VariableKind.In)); AddVariableInfo(new VariableInfo("FunctionLibrary", "Function library that defines function mutations", typeof(FunctionLibrary), VariableKind.In)); AddVariableInfo(new VariableInfo("ShakingFactor", "Variable that determines the force of the shaking operation", typeof(DoubleData), VariableKind.In)); AddVariableInfo(new VariableInfo("FunctionTree", "The function tree that should be mutated", typeof(IGeneticProgrammingModel), VariableKind.In | VariableKind.Out)); } public override IOperation Apply(IScope scope) { FunctionLibrary library = GetVariableValue("FunctionLibrary", scope, true); IGeneticProgrammingModel gpModel = GetVariableValue("FunctionTree", scope, false); MersenneTwister mt = GetVariableValue("Random", scope, true); // save all existing sub-scopes in a backup scope Scope backupScope = new Scope("backup"); foreach (Scope subScope in scope.SubScopes) { backupScope.AddSubScope(subScope); } // create a scope for all shaking operations Scope tempScope = new Scope("Temp. manipulation scope"); scope.AddSubScope(tempScope); // scope containing a subscope for each manipulation scope.AddSubScope(backupScope); // scope containing the old subscopes // create a composite operation for all shaking operations CompositeOperation next = new CompositeOperation(); next.ExecuteInParallel = false; // enqueue all shaking operations foreach (IFunctionTree subTree in TreeGardener.GetAllSubTrees(gpModel.FunctionTree).Where(x=>x.HasLocalParameters)) { IOperation shakingOperation = subTree.CreateShakingOperation(tempScope); next.AddOperation(shakingOperation); } // schedule a reducer operation to delete all temporary scopes and restore // the subscopes of the backup scope after all manipulations are finished. next.AddOperation(new AtomicOperation(new RightReducer(), scope)); return next; } } }