#region License Information /* HeuristicLab * Copyright (C) 2002-2010 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; using System.Linq; using HeuristicLab.Collections; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding.Interfaces; using HeuristicLab.Operators; using HeuristicLab.Optimization; using HeuristicLab.Parameters; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; using HeuristicLab.PluginInfrastructure; namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding.ArchitectureManipulators { [Item("MultiSymbolicExpressionTreeArchitectureManipulator", "Randomly selects and applies one of its architecture manipulators every time it is called.")] [StorableClass] public class MultiSymbolicExpressionTreeArchitectureManipulator : StochasticMultiBranch, ISymbolicExpressionTreeArchitectureManipulator, IStochasticOperator { private const string MaxTreeSizeParameterName = "MaxTreeSize"; private const string MaxTreeHeightParameterName = "MaxTreeHeight"; private const string SymbolicExpressionGrammarParameterName = "SymbolicExpressionGrammar"; private const string SymbolicExpressionTreeParameterName = "SymbolicExpressionTree"; private const string MaxFunctionArgumentsParameterName = "MaxFunctionArguments"; private const string MaxFunctionDefiningBranchesParameterName = "MaxFunctionDefiningBranches"; public override bool CanChangeName { get { return false; } } protected override bool CreateChildOperation { get { return true; } } #region ISymbolicExpressionTreeArchitectureManipulator Members public IValueLookupParameter MaxFunctionDefinitionsParameter { get { return (IValueLookupParameter)Parameters[MaxFunctionDefiningBranchesParameterName]; } } public IValueLookupParameter MaxFunctionArgumentsParameter { get { return (IValueLookupParameter)Parameters[MaxFunctionArgumentsParameterName]; } } #endregion #region ISymbolicExpressionTreeManipulator Members public ILookupParameter SymbolicExpressionTreeParameter { get { return (ILookupParameter)Parameters[SymbolicExpressionTreeParameterName]; } } #endregion #region ISymbolicExpressionTreeOperator Members public IValueLookupParameter MaxTreeSizeParameter { get { return (IValueLookupParameter)Parameters[MaxTreeSizeParameterName]; } } public IValueLookupParameter MaxTreeHeightParameter { get { return (IValueLookupParameter)Parameters[MaxTreeHeightParameterName]; } } public ILookupParameter SymbolicExpressionGrammarParameter { get { return (ILookupParameter)Parameters[SymbolicExpressionGrammarParameterName]; } } #endregion [StorableConstructor] private MultiSymbolicExpressionTreeArchitectureManipulator(bool deserializing) : base(deserializing) { } public MultiSymbolicExpressionTreeArchitectureManipulator() : base() { Parameters.Add(new LookupParameter(SymbolicExpressionTreeParameterName, "The symbolic expression tree on which the operator should be applied.")); Parameters.Add(new ValueLookupParameter(MaxFunctionDefiningBranchesParameterName, "The maximal allowed number of function defining branches.")); Parameters.Add(new ValueLookupParameter(MaxFunctionArgumentsParameterName, "The maximal allowed number of arguments of a newly created function.")); Parameters.Add(new ValueLookupParameter(MaxTreeSizeParameterName, "The maximal size (number of nodes) of the symbolic expression tree.")); Parameters.Add(new ValueLookupParameter(MaxTreeHeightParameterName, "The maximal height of the symbolic expression tree (a tree with one node has height = 0).")); Parameters.Add(new LookupParameter(SymbolicExpressionGrammarParameterName, "The grammar that defines the allowed symbols and syntax of the symbolic expression trees.")); foreach (Type type in ApplicationManager.Manager.GetTypes(typeof(ISymbolicExpressionTreeArchitectureManipulator))) { if (!typeof(MultiOperator).IsAssignableFrom(type)) Operators.Add((ISymbolicExpressionTreeArchitectureManipulator)Activator.CreateInstance(type), true); } } protected override void Operators_ItemsReplaced(object sender, CollectionItemsChangedEventArgs> e) { base.Operators_ItemsReplaced(sender, e); ParameterizeManipulators(); } protected override void Operators_ItemsAdded(object sender, CollectionItemsChangedEventArgs> e) { base.Operators_ItemsAdded(sender, e); ParameterizeManipulators(); } private void ParameterizeManipulators() { foreach (ISymbolicExpressionTreeArchitectureManipulator manipulator in Operators.OfType()) { manipulator.MaxTreeSizeParameter.ActualName = MaxTreeSizeParameter.Name; manipulator.MaxTreeHeightParameter.ActualName = MaxTreeHeightParameter.Name; manipulator.SymbolicExpressionGrammarParameter.ActualName = SymbolicExpressionGrammarParameter.Name; manipulator.SymbolicExpressionTreeParameter.ActualName = SymbolicExpressionTreeParameter.Name; manipulator.MaxFunctionDefinitionsParameter.ActualName = MaxFunctionArgumentsParameter.Name; manipulator.MaxFunctionArgumentsParameter.ActualName = MaxFunctionArgumentsParameter.Name; } foreach (IStochasticOperator manipulator in Operators.OfType()) { manipulator.RandomParameter.ActualName = RandomParameter.Name; } } #region ISymbolicExpressionTreeArchitectureManipulator Members public void ModifyArchitecture(IRandom random, SymbolicExpressionTree symbolicExpressionTree, ISymbolicExpressionGrammar grammar, IntValue maxTreeSize, IntValue maxTreeHeight, IntValue maxFunctionDefiningBranches, IntValue maxFunctionArguments, out bool success) { var op = Operators.SelectRandom(random); op.ModifyArchitecture(random, symbolicExpressionTree, grammar, maxTreeSize, maxTreeHeight, maxFunctionDefiningBranches, maxFunctionArguments, out success); } #endregion } }