#region License Information
/* HeuristicLab
* Copyright (C) 2002-2012 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.Collections.Generic;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
using HeuristicLab.Optimization.Operators;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Problems.DataAnalysis.Symbolic.Regression {
[Item("ReplaceBranchMoveTabuMaker", "")]
[StorableClass]
public class ReplaceBranchMoveTabuMaker : TabuMaker, ISymbolicExpressionTreeMoveOperator {
public ILookupParameter SymbolicExpressionTreeParameter {
get { return (ILookupParameter)Parameters["SymbolicExpressionTree"]; }
}
public ILookupParameter ReplaceBranchMoveParameter {
get { return (LookupParameter)Parameters["ReplaceBranchMove"]; }
}
[StorableConstructor]
protected ReplaceBranchMoveTabuMaker(bool deserializing) : base(deserializing) { }
protected ReplaceBranchMoveTabuMaker(ReplaceBranchMoveTabuMaker original, Cloner cloner) : base(original, cloner) { }
public ReplaceBranchMoveTabuMaker()
: base() {
Parameters.Add(new LookupParameter("ReplaceBranchMove", "The move that was made."));
Parameters.Add(new LookupParameter("SymbolicExpressionTree", "The solution as symbolic expression tree."));
}
public override IDeepCloneable Clone(Cloner cloner) {
return new ReplaceBranchMoveTabuMaker(this, cloner);
}
protected override IItem GetTabuAttribute(bool maximization, double quality, double moveQuality) {
var move = ReplaceBranchMoveParameter.ActualValue;
var tree = SymbolicExpressionTreeParameter.ActualValue;
double aspirationThreshold = moveQuality;
if (maximization && quality > moveQuality || !maximization && quality < moveQuality) aspirationThreshold = quality; // if we make a bad move, the aspriation threshold is the solution quality
List path = new List();
path.Add(move.SubtreeIndex);
var parent = move.Parent.Parent;
var child = move.Parent;
while (parent != null) {
path.Add(parent.IndexOfSubtree(child));
child = parent;
parent = parent.Parent;
}
path.Reverse();
return new ChangeNodeTypeMoveAbsoluteAttribute(path.ToArray(), aspirationThreshold, move.OriginalOutput, move.NewOutput);
}
}
}