#region License Information
/* HeuristicLab
* Copyright (C) 2002-2018 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.Linq;
using HeuristicLab.Collections;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Optimization;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.PluginInfrastructure;
namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding {
[Item("MultiSymbolicExpressionTreeArchitectureManipulator", "Randomly selects and applies one of its architecture manipulators every time it is called.")]
[StorableClass]
public sealed class MultiSymbolicExpressionTreeArchitectureManipulator : StochasticMultiBranch,
ISymbolicExpressionTreeArchitectureManipulator,
ISymbolicExpressionTreeSizeConstraintOperator,
IStochasticOperator {
private const string MaximumSymbolicExpressionTreeLengthParameterName = "MaximumSymbolicExpressionTreeLength";
private const string MaximumSymbolicExpressionTreeDepthParameterName = "MaximumSymbolicExpressionTreeDepth";
private const string SymbolicExpressionTreeParameterName = "SymbolicExpressionTree";
private const string MaximumFunctionArgumentsParameterName = "MaximumFunctionArguments";
private const string MaximumFunctionDefinitionsParameterName = "MaximumFunctionDefinitions";
public override bool CanChangeName {
get { return false; }
}
protected override bool CreateChildOperation {
get { return true; }
}
#region Parameter properties
public ILookupParameter SymbolicExpressionTreeParameter {
get { return (ILookupParameter)Parameters[SymbolicExpressionTreeParameterName]; }
}
public IValueLookupParameter MaximumFunctionDefinitionsParameter {
get { return (IValueLookupParameter)Parameters[MaximumFunctionDefinitionsParameterName]; }
}
public IValueLookupParameter MaximumFunctionArgumentsParameter {
get { return (IValueLookupParameter)Parameters[MaximumFunctionArgumentsParameterName]; }
}
public IValueLookupParameter MaximumSymbolicExpressionTreeLengthParameter {
get { return (IValueLookupParameter)Parameters[MaximumSymbolicExpressionTreeLengthParameterName]; }
}
public IValueLookupParameter MaximumSymbolicExpressionTreeDepthParameter {
get { return (IValueLookupParameter)Parameters[MaximumSymbolicExpressionTreeDepthParameterName]; }
}
#endregion
#region Parameter Properties
public IntValue MaximumFunctionDefinitions {
get { return MaximumFunctionDefinitionsParameter.ActualValue; }
}
public IntValue MaximumFunctionArguments {
get { return MaximumFunctionArgumentsParameter.ActualValue; }
}
public IntValue MaximumSymbolicExpressionTreeLength {
get { return MaximumSymbolicExpressionTreeLengthParameter.ActualValue; }
}
public IntValue MaximumSymbolicExpressionTreeDepth {
get { return MaximumSymbolicExpressionTreeDepthParameter.ActualValue; }
}
#endregion
[StorableConstructor]
private MultiSymbolicExpressionTreeArchitectureManipulator(bool deserializing) : base(deserializing) { }
private MultiSymbolicExpressionTreeArchitectureManipulator(MultiSymbolicExpressionTreeArchitectureManipulator original, Cloner cloner) : base(original, cloner) { }
public MultiSymbolicExpressionTreeArchitectureManipulator()
: base() {
Parameters.Add(new LookupParameter(SymbolicExpressionTreeParameterName, "The symbolic expression tree on which the operator should be applied."));
Parameters.Add(new ValueLookupParameter(MaximumFunctionDefinitionsParameterName, "The maximal allowed number of automatically defined functions."));
Parameters.Add(new ValueLookupParameter(MaximumFunctionArgumentsParameterName, "The maximal allowed number of arguments of a automatically defined functions."));
Parameters.Add(new ValueLookupParameter(MaximumSymbolicExpressionTreeLengthParameterName, "The maximal length (number of nodes) of the symbolic expression tree."));
Parameters.Add(new ValueLookupParameter(MaximumSymbolicExpressionTreeDepthParameterName, "The maximal depth of the symbolic expression tree (a tree with one node has depth = 0)."));
List list = new List();
foreach (Type type in ApplicationManager.Manager.GetTypes(typeof(ISymbolicExpressionTreeManipulator))) {
if (this.GetType().Assembly != type.Assembly) continue;
if (typeof(IMultiOperator).IsAssignableFrom(type)) continue;
list.Add((ISymbolicExpressionTreeManipulator)Activator.CreateInstance(type));
}
CheckedItemList checkedItemList = new CheckedItemList();
checkedItemList.AddRange(list.OrderBy(op => op.Name));
Operators = checkedItemList.AsReadOnly();
Operators_ItemsAdded(this, new CollectionItemsChangedEventArgs>(Operators.CheckedItems));
SelectedOperatorParameter.ActualName = "SelectedManipulationOperator";
}
public override IDeepCloneable Clone(Cloner cloner) {
return new MultiSymbolicExpressionTreeArchitectureManipulator(this, cloner);
}
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.MaximumFunctionArgumentsParameter.ActualName = MaximumFunctionArgumentsParameter.Name;
manipulator.MaximumFunctionDefinitionsParameter.ActualName = MaximumFunctionDefinitionsParameter.Name;
}
foreach (ISymbolicExpressionTreeSizeConstraintOperator manipulator in Operators.OfType()) {
manipulator.MaximumSymbolicExpressionTreeDepthParameter.ActualName = MaximumSymbolicExpressionTreeDepthParameter.Name;
manipulator.MaximumSymbolicExpressionTreeLengthParameter.ActualName = MaximumSymbolicExpressionTreeLengthParameter.Name;
}
foreach (ISymbolicExpressionTreeManipulator manipulator in Operators.OfType()) {
manipulator.SymbolicExpressionTreeParameter.ActualName = SymbolicExpressionTreeParameter.Name;
}
foreach (IStochasticOperator manipulator in Operators.OfType()) {
manipulator.RandomParameter.ActualName = RandomParameter.Name;
}
}
}
}