#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 HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Optimization;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Analysis {
///
/// An operator that updates the best quality found so far with those qualities contained in the scope tree.
///
[Item("BestQualityMemorizer", "An operator that updates the best quality found so far with those qualities contained in the scope tree.")]
[StorableClass]
public class BestQualityMemorizer : SingleSuccessorOperator, ISingleObjectiveOperator {
public ValueLookupParameter MaximizationParameter {
get { return (ValueLookupParameter)Parameters["Maximization"]; }
}
public ScopeTreeLookupParameter QualityParameter {
get { return (ScopeTreeLookupParameter)Parameters["Quality"]; }
}
public ValueLookupParameter BestQualityParameter {
get { return (ValueLookupParameter)Parameters["BestQuality"]; }
}
#region Storing & Cloning
[StorableConstructor]
protected BestQualityMemorizer(bool deserializing) : base(deserializing) { }
protected BestQualityMemorizer(BestQualityMemorizer original, Cloner cloner) : base(original, cloner) { }
public override IDeepCloneable Clone(Cloner cloner) {
return new BestQualityMemorizer(this, cloner);
}
#endregion
public BestQualityMemorizer()
: base() {
Parameters.Add(new ValueLookupParameter("Maximization", "True if the current problem is a maximization problem, otherwise false."));
Parameters.Add(new ScopeTreeLookupParameter("Quality", "The value contained in the scope tree which represents the solution quality."));
Parameters.Add(new ValueLookupParameter("BestQuality", "The quality value of the best solution."));
}
public override IOperation Apply() {
ItemArray qualities = QualityParameter.ActualValue;
bool maximization = MaximizationParameter.ActualValue.Value;
DoubleValue best = BestQualityParameter.ActualValue;
double max = (best != null) ? (best.Value) : ((maximization) ? (double.MinValue) : (double.MaxValue));
foreach (DoubleValue quality in qualities)
if (IsBetter(maximization, quality.Value, max)) max = quality.Value;
if (best == null) BestQualityParameter.ActualValue = new DoubleValue(max);
else best.Value = max;
return base.Apply();
}
private bool IsBetter(bool maximization, double quality, double max) {
return (maximization && quality > max || !maximization && quality < max);
}
}
}