#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.Linq; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Operators; using HeuristicLab.Optimization; using HeuristicLab.Parameters; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding { /// /// A base class for operators creating symbolic expression trees. /// [Item("SymbolicExpressionTreeCreator", "A base class for operators creating symbolic expression trees.")] [StorableClass] public abstract class SymbolicExpressionTreeCreator : SingleSuccessorOperator, ISolutionCreator, IStochasticOperator, ISymbolicExpressionTreeOperator { private const string RandomParameterName = "Random"; private const string SymbolicExpressionTreeParameterName = "SymbolicExpressionTree"; private const string MaxTreeSizeParameterName = "MaxTreeSize"; private const string MaxTreeHeightParameterName = "MaxTreeHeight"; private const string SymbolicExpressionGrammarParameterName = "SymbolicExpressionGrammar"; public override bool CanChangeName { get { return false; } } public ILookupParameter RandomParameter { get { return (LookupParameter)Parameters[RandomParameterName]; } } public ILookupParameter SymbolicExpressionTreeParameter { get { return (ILookupParameter)Parameters[SymbolicExpressionTreeParameterName]; } } public IValueLookupParameter MaxTreeSizeParameter { get { return (IValueLookupParameter)Parameters[MaxTreeSizeParameterName]; } } public IValueLookupParameter MaxTreeHeightParameter { get { return (IValueLookupParameter)Parameters[MaxTreeHeightParameterName]; } } public ILookupParameter SymbolicExpressionGrammarParameter { get { return (ILookupParameter)Parameters[SymbolicExpressionGrammarParameterName]; } } protected SymbolicExpressionTreeCreator() : base() { Parameters.Add(new LookupParameter(RandomParameterName, "The pseudo random number generator which should be used for stochastic solution creation operators.")); Parameters.Add(new LookupParameter(SymbolicExpressionTreeParameterName, "The symbolic expression tree that should be initialized.")); Parameters.Add(new ValueLookupParameter(MaxTreeSizeParameterName, "The maximal size (number of nodes) of the symbolic expression tree that should be initialized.")); Parameters.Add(new ValueLookupParameter(MaxTreeHeightParameterName, "The maximal height of the symbolic expression tree that should be initialized (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.")); } public sealed override IOperation Apply() { SymbolicExpressionTreeParameter.ActualValue = Create(RandomParameter.ActualValue, SymbolicExpressionGrammarParameter.ActualValue, MaxTreeSizeParameter.ActualValue, MaxTreeHeightParameter.ActualValue); foreach (var node in SymbolicExpressionTreeParameter.ActualValue.IterateNodesPostfix()) { node.ResetLocalParameters(RandomParameter.ActualValue); } return null; } protected abstract SymbolicExpressionTree Create(IRandom random, ISymbolicExpressionGrammar grammar, IntValue maxTreeSize, IntValue maxTreeHeight); } }