#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 HeuristicLab.Analysis;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding {
///
/// An operator that tracks the min average and max length of symbolic expression trees.
///
[Item("MinAverageMaxSymbolicExpressionTreeLengthAnalyzer", "An operator that tracks the min avgerage and max length of symbolic expression trees.")]
[StorableClass]
public sealed class MinAverageMaxSymbolicExpressionTreeLengthAnalyzer : AlgorithmOperator, ISymbolicExpressionTreeAnalyzer {
private const string SymbolicExpressionTreeParameterName = "SymbolicExpressionTree";
private const string SymbolicExpressionTreeLengthParameterName = "SymbolicExpressionTreeLength";
private const string SymbolicExpressionTreeLengthsParameterName = "Symbolic expression tree length";
private const string MinTreeLengthParameterName = "Minimal symbolic expression tree length";
private const string AverageTreeLengthParameterName = "Average symbolic expression tree length";
private const string MaxTreeLengthParameterName = "Maximal symbolic expression tree length";
private const string ResultsParameterName = "Results";
public bool EnabledByDefault {
get { return true; }
}
#region parameter properties
public IScopeTreeLookupParameter SymbolicExpressionTreeParameter {
get { return (IScopeTreeLookupParameter)Parameters[SymbolicExpressionTreeParameterName]; }
}
public ScopeTreeLookupParameter SymbolicExpressionTreeLengthParameter {
get { return (ScopeTreeLookupParameter)Parameters[SymbolicExpressionTreeLengthParameterName]; }
}
public ValueLookupParameter SymbolicExpressionTreeLengthsParameter {
get { return (ValueLookupParameter)Parameters[SymbolicExpressionTreeLengthsParameterName]; }
}
public ValueLookupParameter ResultsParameter {
get { return (ValueLookupParameter)Parameters[ResultsParameterName]; }
}
[Storable]
private MinAverageMaxValueAnalyzer valueAnalyzer;
[Storable]
private UniformSubScopesProcessor subScopesProcessor;
#endregion
[StorableConstructor]
private MinAverageMaxSymbolicExpressionTreeLengthAnalyzer(bool deserializing) : base() { }
private MinAverageMaxSymbolicExpressionTreeLengthAnalyzer(MinAverageMaxSymbolicExpressionTreeLengthAnalyzer original, Cloner cloner)
: base(original, cloner) {
valueAnalyzer = cloner.Clone(original.valueAnalyzer);
subScopesProcessor = cloner.Clone(original.subScopesProcessor);
AfterDeserialization();
}
public MinAverageMaxSymbolicExpressionTreeLengthAnalyzer()
: base() {
Parameters.Add(new ScopeTreeLookupParameter(SymbolicExpressionTreeParameterName, "The symbolic expression tree whose length should be calculated."));
Parameters.Add(new ScopeTreeLookupParameter(SymbolicExpressionTreeLengthParameterName, "The length of the symbolic expression tree."));
Parameters.Add(new ValueLookupParameter(SymbolicExpressionTreeLengthsParameterName, "The data table to store the symbolic expression tree lengths."));
Parameters.Add(new ValueLookupParameter(ResultsParameterName, "The results collection where the analysis values should be stored."));
subScopesProcessor = new UniformSubScopesProcessor();
SymbolicExpressionTreeLengthCalculator lengthCalculator = new SymbolicExpressionTreeLengthCalculator();
valueAnalyzer = new MinAverageMaxValueAnalyzer();
subScopesProcessor.Depth.Value = SymbolicExpressionTreeParameter.Depth;
lengthCalculator.SymbolicExpressionTreeParameter.ActualName = SymbolicExpressionTreeParameter.Name;
lengthCalculator.SymbolicExpressionTreeLengthParameter.ActualName = SymbolicExpressionTreeLengthParameter.Name;
valueAnalyzer.ValueParameter.ActualName = lengthCalculator.SymbolicExpressionTreeLengthParameter.Name;
valueAnalyzer.ValueParameter.Depth = SymbolicExpressionTreeLengthParameter.Depth;
valueAnalyzer.AverageValueParameter.ActualName = AverageTreeLengthParameterName;
valueAnalyzer.CollectAverageValueInResultsParameter.Value = new BoolValue(false);
valueAnalyzer.MaxValueParameter.ActualName = MaxTreeLengthParameterName;
valueAnalyzer.CollectMaxValueInResultsParameter.Value = new BoolValue(false);
valueAnalyzer.MinValueParameter.ActualName = MinTreeLengthParameterName;
valueAnalyzer.CollectMinValueInResultsParameter.Value = new BoolValue(false);
valueAnalyzer.ValuesParameter.ActualName = SymbolicExpressionTreeLengthsParameter.Name;
OperatorGraph.InitialOperator = subScopesProcessor;
subScopesProcessor.Operator = lengthCalculator;
lengthCalculator.Successor = null;
subScopesProcessor.Successor = valueAnalyzer;
valueAnalyzer.Successor = null;
AfterDeserialization();
}
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
SymbolicExpressionTreeParameter.DepthChanged += new EventHandler(SymbolicExpressionTreeParameter_DepthChanged);
SymbolicExpressionTreeLengthParameter.DepthChanged += new EventHandler(SymbolicExpressionTreeLengthParameter_DepthChanged);
}
public override IDeepCloneable Clone(Cloner cloner) {
return new MinAverageMaxSymbolicExpressionTreeLengthAnalyzer(this, cloner);
}
private void SymbolicExpressionTreeParameter_DepthChanged(object sender, EventArgs e) {
OnDepthParameterChanged();
}
private void SymbolicExpressionTreeLengthParameter_DepthChanged(object sender, EventArgs e) {
OnDepthParameterChanged();
}
private void OnDepthParameterChanged() {
valueAnalyzer.ValueParameter.Depth = SymbolicExpressionTreeParameter.Depth;
subScopesProcessor.Depth.Value = SymbolicExpressionTreeParameter.Depth;
}
}
}