#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; using System.Collections.Generic; using System.Text; using HeuristicLab.Data; using HeuristicLab.Core; using System.Xml; using HeuristicLab.DataAnalysis; using HeuristicLab.Constraints; using System.Diagnostics; namespace HeuristicLab.Functions { /// /// Functions are like operators except that they do not allow sub-operators and the normal form of evaluation /// is to evaluate all children first. /// public abstract class FunctionBase : OperatorBase, IFunction { public const string INITIALIZATION = "Initialization"; public const string MANIPULATION = "Manipulation"; private List[] allowedSubFunctions; private int minArity = -1; private int maxArity = -1; public virtual double Apply(Dataset dataset, int sampleIndex, double[] args) { throw new NotImplementedException(); } public virtual void Accept(IFunctionVisitor visitor) { visitor.Visit(this); } public virtual IFunctionTree GetTreeNode() { return new BakedFunctionTree(this); } public int MinArity { get { if(minArity < 0) RefreshArity(); return minArity; } } public int MaxArity { get { if(maxArity < 0) RefreshArity(); return maxArity; } } private void RefreshArity() { minArity = 2; maxArity = 2; // default arity is 2 foreach(IConstraint constraint in Constraints) { NumberOfSubOperatorsConstraint theConstraint = constraint as NumberOfSubOperatorsConstraint; if(theConstraint != null) { minArity = theConstraint.MinOperators.Data; maxArity = theConstraint.MaxOperators.Data; } } } public IList AllowedSubFunctions(int index) { if(allowedSubFunctions == null) { // first time: analyze the constraint and create a cached copy of the allowed sub-functions allowedSubFunctions = new List[MaxArity]; for(int i = 0; i < MaxArity; i++) { allowedSubFunctions[i] = GetAllowedSubFunctions(i); } } return allowedSubFunctions[index]; } private List GetAllowedSubFunctions(int index) { List allowedSubFunctions = new List(); foreach(IConstraint constraint in Constraints) { if(constraint is SubOperatorTypeConstraint) { SubOperatorTypeConstraint subOpConstraint = constraint as SubOperatorTypeConstraint; if(subOpConstraint.SubOperatorIndex.Data == index) { foreach(IFunction f in subOpConstraint.AllowedSubOperators) allowedSubFunctions.Add(f); subOpConstraint.Changed += new EventHandler(subOpConstraint_Changed); // register an event-handler to invalidate the cache on constraing changes return allowedSubFunctions; } } else if(constraint is AllSubOperatorsTypeConstraint) { AllSubOperatorsTypeConstraint subOpConstraint = constraint as AllSubOperatorsTypeConstraint; foreach(IFunction f in subOpConstraint.AllowedSubOperators) allowedSubFunctions.Add(f); subOpConstraint.Changed += new EventHandler(subOpConstraint_Changed); // register an event-handler to invalidate the cache on constraint changes return allowedSubFunctions; } } return allowedSubFunctions; } private void subOpConstraint_Changed(object sender, EventArgs e) { allowedSubFunctions = null; } // operator-tree style evaluation is not supported for functions. public override IOperation Apply(IScope scope) { throw new NotSupportedException(); } private static readonly List emptySubOperatorList = new List(); public override IList SubOperators { get { return emptySubOperatorList; } } public override void AddSubOperator(IOperator subOperator) { throw new NotSupportedException(); } public override bool TryAddSubOperator(IOperator subOperator) { throw new NotSupportedException(); } public override bool TryAddSubOperator(IOperator subOperator, int index) { throw new NotSupportedException(); } public override bool TryAddSubOperator(IOperator subOperator, int index, out ICollection violatedConstraints) { throw new NotSupportedException(); } public override bool TryAddSubOperator(IOperator subOperator, out ICollection violatedConstraints) { throw new NotSupportedException(); } public override void AddSubOperator(IOperator subOperator, int index) { throw new NotSupportedException(); } public override void RemoveSubOperator(int index) { throw new NotSupportedException(); } public override bool TryRemoveSubOperator(int index) { throw new NotSupportedException(); } public override bool TryRemoveSubOperator(int index, out ICollection violatedConstraints) { throw new NotSupportedException(); } } }