[645] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
| 3 | * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
| 4 | *
|
---|
| 5 | * This file is part of HeuristicLab.
|
---|
| 6 | *
|
---|
| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
|
---|
| 8 | * it under the terms of the GNU General Public License as published by
|
---|
| 9 | * the Free Software Foundation, either version 3 of the License, or
|
---|
| 10 | * (at your option) any later version.
|
---|
| 11 | *
|
---|
| 12 | * HeuristicLab is distributed in the hope that it will be useful,
|
---|
| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
| 15 | * GNU General Public License for more details.
|
---|
| 16 | *
|
---|
| 17 | * You should have received a copy of the GNU General Public License
|
---|
| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
---|
| 19 | */
|
---|
| 20 | #endregion
|
---|
| 21 |
|
---|
| 22 | using System;
|
---|
| 23 | using System.Collections.Generic;
|
---|
| 24 | using System.Text;
|
---|
| 25 | using HeuristicLab.Data;
|
---|
| 26 | using HeuristicLab.Core;
|
---|
| 27 | using System.Xml;
|
---|
| 28 | using HeuristicLab.Constraints;
|
---|
| 29 | using System.Diagnostics;
|
---|
| 30 |
|
---|
| 31 | namespace HeuristicLab.GP {
|
---|
| 32 | /// <summary>
|
---|
| 33 | /// Functions are like operators except that they do not allow sub-operators and the normal form of evaluation
|
---|
| 34 | /// is to evaluate all children first.
|
---|
| 35 | /// </summary>
|
---|
| 36 | public abstract class FunctionBase : OperatorBase, IFunction {
|
---|
| 37 | public const string INITIALIZATION = "Initialization";
|
---|
| 38 | public const string MANIPULATION = "Manipulation";
|
---|
| 39 | private List<IFunction>[] allowedSubFunctions;
|
---|
| 40 | private int minArity = -1;
|
---|
| 41 | private int maxArity = -1;
|
---|
| 42 |
|
---|
| 43 | public virtual double Apply() {
|
---|
| 44 | throw new NotImplementedException();
|
---|
| 45 | }
|
---|
| 46 |
|
---|
| 47 | public virtual IFunctionTree GetTreeNode() {
|
---|
| 48 | return new BakedFunctionTree(this);
|
---|
| 49 | }
|
---|
| 50 |
|
---|
| 51 | public int MinArity {
|
---|
| 52 | get {
|
---|
| 53 | if(minArity < 0) RefreshArity();
|
---|
| 54 | return minArity;
|
---|
| 55 | }
|
---|
| 56 | }
|
---|
| 57 |
|
---|
| 58 | public int MaxArity {
|
---|
| 59 | get {
|
---|
| 60 | if(maxArity < 0) RefreshArity();
|
---|
| 61 | return maxArity;
|
---|
| 62 | }
|
---|
| 63 | }
|
---|
| 64 |
|
---|
| 65 | private void RefreshArity() {
|
---|
| 66 | minArity = 2; maxArity = 2; // default arity is 2
|
---|
| 67 | foreach(IConstraint constraint in Constraints) {
|
---|
| 68 | NumberOfSubOperatorsConstraint theConstraint = constraint as NumberOfSubOperatorsConstraint;
|
---|
| 69 | if(theConstraint != null) {
|
---|
| 70 | minArity = theConstraint.MinOperators.Data;
|
---|
| 71 | maxArity = theConstraint.MaxOperators.Data;
|
---|
| 72 | }
|
---|
| 73 | }
|
---|
| 74 | }
|
---|
| 75 |
|
---|
| 76 | public IList<IFunction> AllowedSubFunctions(int index) {
|
---|
| 77 | if(allowedSubFunctions == null) {
|
---|
| 78 | // first time: analyze the constraint and create a cached copy of the allowed sub-functions
|
---|
| 79 | allowedSubFunctions = new List<IFunction>[MaxArity];
|
---|
| 80 | for(int i = 0; i < MaxArity; i++) {
|
---|
| 81 | allowedSubFunctions[i] = GetAllowedSubFunctions(i);
|
---|
| 82 | }
|
---|
| 83 | }
|
---|
| 84 | return allowedSubFunctions[index];
|
---|
| 85 | }
|
---|
| 86 |
|
---|
| 87 | private List<IFunction> GetAllowedSubFunctions(int index) {
|
---|
| 88 | List<IFunction> allowedSubFunctions = new List<IFunction>();
|
---|
| 89 | foreach(IConstraint constraint in Constraints) {
|
---|
| 90 | if(constraint is SubOperatorTypeConstraint) {
|
---|
| 91 | SubOperatorTypeConstraint subOpConstraint = constraint as SubOperatorTypeConstraint;
|
---|
| 92 | if(subOpConstraint.SubOperatorIndex.Data == index) {
|
---|
| 93 | foreach(IFunction f in subOpConstraint.AllowedSubOperators) allowedSubFunctions.Add(f);
|
---|
| 94 | subOpConstraint.Changed += new EventHandler(subOpConstraint_Changed); // register an event-handler to invalidate the cache on constraing changes
|
---|
| 95 | return allowedSubFunctions;
|
---|
| 96 | }
|
---|
| 97 | } else if(constraint is AllSubOperatorsTypeConstraint) {
|
---|
| 98 | AllSubOperatorsTypeConstraint subOpConstraint = constraint as AllSubOperatorsTypeConstraint;
|
---|
| 99 | foreach(IFunction f in subOpConstraint.AllowedSubOperators) allowedSubFunctions.Add(f);
|
---|
| 100 | subOpConstraint.Changed += new EventHandler(subOpConstraint_Changed); // register an event-handler to invalidate the cache on constraint changes
|
---|
| 101 | return allowedSubFunctions;
|
---|
| 102 | }
|
---|
| 103 | }
|
---|
| 104 | return allowedSubFunctions;
|
---|
| 105 | }
|
---|
| 106 |
|
---|
| 107 | private void subOpConstraint_Changed(object sender, EventArgs e) {
|
---|
| 108 | allowedSubFunctions = null;
|
---|
| 109 | }
|
---|
| 110 |
|
---|
| 111 | // operator-tree style evaluation is not supported for functions.
|
---|
| 112 | public override IOperation Apply(IScope scope) {
|
---|
| 113 | throw new NotSupportedException();
|
---|
| 114 | }
|
---|
| 115 |
|
---|
| 116 | private static readonly List<IOperator> emptySubOperatorList = new List<IOperator>();
|
---|
| 117 | public override IList<IOperator> SubOperators {
|
---|
| 118 | get { return emptySubOperatorList; }
|
---|
| 119 | }
|
---|
| 120 |
|
---|
| 121 | public override void AddSubOperator(IOperator subOperator) {
|
---|
| 122 | throw new NotSupportedException();
|
---|
| 123 | }
|
---|
| 124 |
|
---|
| 125 | public override bool TryAddSubOperator(IOperator subOperator) {
|
---|
| 126 | throw new NotSupportedException();
|
---|
| 127 | }
|
---|
| 128 |
|
---|
| 129 | public override bool TryAddSubOperator(IOperator subOperator, int index) {
|
---|
| 130 | throw new NotSupportedException();
|
---|
| 131 | }
|
---|
| 132 |
|
---|
| 133 | public override bool TryAddSubOperator(IOperator subOperator, int index, out ICollection<IConstraint> violatedConstraints) {
|
---|
| 134 | throw new NotSupportedException();
|
---|
| 135 | }
|
---|
| 136 |
|
---|
| 137 | public override bool TryAddSubOperator(IOperator subOperator, out ICollection<IConstraint> violatedConstraints) {
|
---|
| 138 | throw new NotSupportedException();
|
---|
| 139 | }
|
---|
| 140 |
|
---|
| 141 | public override void AddSubOperator(IOperator subOperator, int index) {
|
---|
| 142 | throw new NotSupportedException();
|
---|
| 143 | }
|
---|
| 144 |
|
---|
| 145 | public override void RemoveSubOperator(int index) {
|
---|
| 146 | throw new NotSupportedException();
|
---|
| 147 | }
|
---|
| 148 |
|
---|
| 149 | public override bool TryRemoveSubOperator(int index) {
|
---|
| 150 | throw new NotSupportedException();
|
---|
| 151 | }
|
---|
| 152 |
|
---|
| 153 | public override bool TryRemoveSubOperator(int index, out ICollection<IConstraint> violatedConstraints) {
|
---|
| 154 | throw new NotSupportedException();
|
---|
| 155 | }
|
---|
| 156 | }
|
---|
| 157 | }
|
---|