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 { [Item("ParetoFrontAnalyzer", "Analyzer for multiobjective problems that collects and presents the current Pareto front as double matrix as well as the solution scopes that lie on the current front.")] [StorableClass] public abstract class ParetoFrontAnalyzer : SingleSuccessorOperator, IAnalyzer { public virtual bool EnabledByDefault { get { return true; } } public IScopeTreeLookupParameter QualitiesParameter { get { return (IScopeTreeLookupParameter)Parameters["Qualities"]; } } public ILookupParameter ResultsParameter { get { return (ILookupParameter)Parameters["Results"]; } } [StorableConstructor] protected ParetoFrontAnalyzer(bool deserializing) : base(deserializing) { } protected ParetoFrontAnalyzer(ParetoFrontAnalyzer original, Cloner cloner) : base(original, cloner) { } public ParetoFrontAnalyzer() { Parameters.Add(new ScopeTreeLookupParameter("Qualities", "The vector of qualities of each solution.")); Parameters.Add(new LookupParameter("Results", "The result collection to store the front to.")); } public override IOperation Apply() { ItemArray qualities = QualitiesParameter.ActualValue; ResultCollection results = ResultsParameter.ActualValue; Analyze(qualities, results); return base.Apply(); } protected abstract void Analyze(ItemArray qualities, ResultCollection results); } }