source: branches/2989_MovingPeaksBenchmark/HeuristicLab.Problems.MovingPeaksBenchmark/3.3/MovingPeaksBenchmarkProblem.cs @ 17399

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2019 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 <http://www.gnu.org/licenses/>.
 */
#endregion

using System;
using System.Collections.Generic;
using System.Linq;
//using HeuristicLab.Analysis;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Encodings.RealVectorEncoding;
using HeuristicLab.Optimization;
//using HeuristicLab.Optimization.Operators;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.PluginInfrastructure;
//using HeuristicLab.Problems.Instances;

namespace HeuristicLab.Problems.MovingPeaksBenchmark {
  [Item("Moving Peaks Benchmark", "Moving peaks benchmark problem for dynamic optimization.")]
  [StorableClass]
  [Creatable(CreatableAttribute.Categories.Problems, Priority = 97)]
  public sealed class MovingPeaksBenchmarkProblem : SingleObjectiveHeuristicOptimizationProblem<IMovingPeaksBenchmarkProblemEvaluator, IRealVectorCreator>, IStorableContent {
    public string Filename { get; set; }

    //[Storable]
    //private StdDevStrategyVectorCreator strategyVectorCreator;
    //[Storable]
    //private StdDevStrategyVectorCrossover strategyVectorCrossover;
    //[Storable]
    //private StdDevStrategyVectorManipulator strategyVectorManipulator;

    #region Parameter Properties
    public ValueParameter<DoubleMatrix> BoundsParameter {
      get { return (ValueParameter<DoubleMatrix>)Parameters["Bounds"]; }
    }
    public ValueParameter<IntValue> ProblemSizeParameter {
      get { return (ValueParameter<IntValue>)Parameters["ProblemSize"]; }
    }
    public ValueParameter<IntValue> PeaksParameter {
      get { return (ValueParameter<IntValue>)Parameters["Peaks"]; }
    }
    public ValueParameter<DoubleMatrix> InitialPeakLocationsParameter {
      get { return (ValueParameter<DoubleMatrix>)Parameters["InitialPeakLocations"]; }
    }
    public ValueParameter<DoubleArray> InitialPeakWidthsParameter {
      get { return (ValueParameter<DoubleArray>)Parameters["InitialPeakWidths"]; }
    }
    public ValueParameter<DoubleArray> InitialPeakHeightsParameter {
      get { return (ValueParameter<DoubleArray>)Parameters["InitialPeakHeights"]; }
    }
    public FixedValueParameter<IntValue> MovingPeaksRandomSeedParameter {
      get { return (FixedValueParameter<IntValue>)Parameters["MovingPeaksRandomSeed"]; }
    }
    public FixedValueParameter<DoubleValue> MinPeakWidthParameter {
      get { return (FixedValueParameter<DoubleValue>)Parameters["MinPeakWidth"]; }
    }
    public FixedValueParameter<DoubleValue> MaxPeakWidthParameter {
      get { return (FixedValueParameter<DoubleValue>)Parameters["MaxPeakWidth"]; }
    }
    public FixedValueParameter<DoubleValue> MinPeakHeightParameter {
      get { return (FixedValueParameter<DoubleValue>)Parameters["MinPeakHeight"]; }
    }
    public FixedValueParameter<DoubleValue> MaxPeakHeightParameter {
      get { return (FixedValueParameter<DoubleValue>)Parameters["MaxPeakHeight"]; }
    }
    public FixedValueParameter<IntValue> PeakMovementIntervalParameter {
      get { return (FixedValueParameter<IntValue>)Parameters["PeakMovementInterval"]; }
    }
    public FixedValueParameter<DoubleValue> PeakMovementStrengthParameter {
      get { return (FixedValueParameter<DoubleValue>)Parameters["PeakMovementStrength"]; }
    }
    public OptionalValueParameter<RealVector> BestKnownSolutionParameter {
      get { return (OptionalValueParameter<RealVector>)Parameters["BestKnownSolution"]; }
    }
    #endregion

    #region Properties
    public DoubleMatrix Bounds {
      get { return BoundsParameter.Value; }
      set { BoundsParameter.Value = value; }
    }
    public IntValue ProblemSize {
      get { return ProblemSizeParameter.Value; }
      set { ProblemSizeParameter.Value = value; }
    }
    public IntValue Peaks {
      get { return PeaksParameter.Value; }
      set { PeaksParameter.Value = value; }
    }
    public DoubleMatrix InitialPeakLocations {
      get { return InitialPeakLocationsParameter.Value; }
      set { InitialPeakLocationsParameter.Value = value; }
    }
    public DoubleArray InitialPeakWidths {
      get { return InitialPeakWidthsParameter.Value; }
      set { InitialPeakWidthsParameter.Value = value; }
    }
    public DoubleArray InitialPeakHeights {
      get { return InitialPeakHeightsParameter.Value; }
      set { InitialPeakHeightsParameter.Value = value; }
    }
    public IntValue MovingPeaksRandomSeed {
      get { return MovingPeaksRandomSeedParameter.Value; }
    }
    public DoubleValue MinPeakWidth {
      get { return MinPeakWidthParameter.Value; }
    }
    public DoubleValue MaxPeakWidth {
      get { return MaxPeakWidthParameter.Value; }
    }
    public DoubleValue MinPeakHeight {
      get { return MinPeakHeightParameter.Value; }
    }
    public DoubleValue MaxPeakHeight {
      get { return MaxPeakHeightParameter.Value; }
    }
    public IntValue PeakMovementInterval {
      get { return PeakMovementIntervalParameter.Value; }
    }
    public DoubleValue PeakMovementStrength {
      get { return PeakMovementStrengthParameter.Value; }
    }
    private BestMovingPeaksBenchmarkSolutionAnalyzer BestMovingPeaksBenchmarkSolutionAnalyzer {
      get { return Operators.OfType<BestMovingPeaksBenchmarkSolutionAnalyzer>().FirstOrDefault(); }
    }
    #endregion

    [StorableConstructor]
    private MovingPeaksBenchmarkProblem(bool deserializing) : base(deserializing) { }
    private MovingPeaksBenchmarkProblem(MovingPeaksBenchmarkProblem original, Cloner cloner)
      : base(original, cloner) {
      //strategyVectorCreator = cloner.Clone(original.strategyVectorCreator);
      //strategyVectorCrossover = cloner.Clone(original.strategyVectorCrossover);
      //strategyVectorManipulator = cloner.Clone(original.strategyVectorManipulator);
      RegisterEventHandlers();
    }
    public MovingPeaksBenchmarkProblem()
      : base(new MovingPeaksBenchmarkProblemEvaluator(), new UniformRandomRealVectorCreator()) {
      var defaultBounds = new double[,] {
        { 0.0, 100.0 }
      };
      var defaultPeaks = new double[,] {
        { 08.0, 64.0, 67.0, 55.0, 04.0 },
        { 50.0, 13.0, 76.0, 15.0, 07.0 },
        { 09.0, 19.0, 27.0, 67.0, 24.0 },
        { 66.0, 87.0, 65.0, 19.0, 43.0 },
        { 76.0, 32.0, 43.0, 54.0, 65.0 },
        { 25.0, 51.0, 17.0, 25.0, 16.0 },
        { 19.0, 93.0, 06.0, 35.0, 15.0 },
        { 88.0, 44.0, 37.0, 77.0, 74.0 },
        { 37.0, 74.0, 55.0, 09.0, 53.0 },
        { 42.0, 22.0, 93.0, 84.0, 35.0 }
      };
      var defaultWidths = new double[] { -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0, -1.0 };
      var defaultHeights = new double[] { 50.0, 50.0, 50.0, 50.0, 50.0, 50.0, 50.0, 50.0, 50.0, 50.0 };
      var defaultBestKnown = new double[] { 08.0, 64.0, 67.0, 55.0, 04.0 };

      Parameters.Add(new ValueParameter<DoubleMatrix>("Bounds", "The lower and upper bounds in each dimension.", new DoubleMatrix(defaultBounds)));
      Parameters.Add(new ValueParameter<IntValue>("ProblemSize", "The dimension of the problem.", new IntValue(5)));
      Parameters.Add(new ValueParameter<IntValue>("Peaks", "The number of peaks.", new IntValue(10)));
      Parameters.Add(new ValueParameter<DoubleMatrix>("InitialPeakLocations", "Initial coordinates of each peaks.", new DoubleMatrix(defaultPeaks)));
      Parameters.Add(new ValueParameter<DoubleArray>("InitialPeakWidths", "Initial width of each peak.", new DoubleArray(defaultWidths)));
      Parameters.Add(new ValueParameter<DoubleArray>("InitialPeakHeights", "Initial height of each peak.", new DoubleArray(defaultHeights)));
      Parameters.Add(new FixedValueParameter<IntValue>("MovingPeaksRandomSeed", "The random seed for initializing the PRNG for changing the peaks.", new IntValue(666)));
      Parameters.Add(new FixedValueParameter<DoubleValue>("MinPeakWidth", "The minimum width of each peak.", new DoubleValue(1.0)));
      Parameters.Add(new FixedValueParameter<DoubleValue>("MaxPeakWidth", "The maximum width of each peak.", new DoubleValue(12.0)));
      Parameters.Add(new FixedValueParameter<DoubleValue>("MinPeakHeight", "The minimum height of each peak.", new DoubleValue(30.0)));
      Parameters.Add(new FixedValueParameter<DoubleValue>("MaxPeakHeight", "The maximum height of each peak.", new DoubleValue(70.0)));
      Parameters.Add(new FixedValueParameter<IntValue>("PeakMovementInterval", "The interval in evaluated solutions in which peaks are moved.", new IntValue(5000)));
      Parameters.Add(new FixedValueParameter<DoubleValue>("PeakMovementStrength", "The length of the random vector used for changing peak locations.", new DoubleValue(1.5)));
      Parameters.Add(new OptionalValueParameter<RealVector>("BestKnownSolution", "The location of the highest peak.", new RealVector(defaultBestKnown)));

      Maximization.Value = true;
      BestKnownQuality = new DoubleValue(defaultHeights.Max());

      //strategyVectorCreator = new StdDevStrategyVectorCreator();
      //strategyVectorCreator.LengthParameter.ActualName = ProblemSizeParameter.Name;
      //strategyVectorCrossover = new StdDevStrategyVectorCrossover();
      //strategyVectorManipulator = new StdDevStrategyVectorManipulator();
      //strategyVectorManipulator.LearningRateParameter.Value = new DoubleValue(0.5);
      //strategyVectorManipulator.GeneralLearningRateParameter.Value = new DoubleValue(0.5);

      SolutionCreator.RealVectorParameter.ActualName = "Point";
      ParameterizeSolutionCreator();
      ParameterizeEvaluator();

      InitializeOperators();
      RegisterEventHandlers();
      UpdateStrategyVectorBounds();
    }

    public override IDeepCloneable Clone(Cloner cloner) {
      return new MovingPeaksBenchmarkProblem(this, cloner);
    }

    #region Events
    protected override void OnSolutionCreatorChanged() {
      base.OnSolutionCreatorChanged();
      ParameterizeSolutionCreator();
      ParameterizeAnalyzers();
      SolutionCreator.RealVectorParameter.ActualNameChanged += new EventHandler(SolutionCreator_RealVectorParameter_ActualNameChanged);
      SolutionCreator_RealVectorParameter_ActualNameChanged(null, EventArgs.Empty);
    }
    protected override void OnEvaluatorChanged() {
      base.OnEvaluatorChanged();
      ParameterizeEvaluator();
      UpdateMoveEvaluators();
      ParameterizeAnalyzers();
      Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
      Evaluator_QualityParameter_ActualNameChanged(null, EventArgs.Empty);
      OnReset();
    }
    private void ProblemSizeParameter_ValueChanged(object sender, EventArgs e) {
      ProblemSize.ValueChanged += new EventHandler(ProblemSize_ValueChanged);
      ProblemSize_ValueChanged(null, EventArgs.Empty);
    }
    private void ProblemSize_ValueChanged(object sender, EventArgs e) {
      if (ProblemSize.Value < 1) ProblemSize.Value = 1;
      ParameterizeSolutionCreator();
      ParameterizeEvaluator();
      //strategyVectorManipulator.GeneralLearningRateParameter.Value = new DoubleValue(1.0 / Math.Sqrt(2 * ProblemSize.Value));
      //strategyVectorManipulator.LearningRateParameter.Value = new DoubleValue(1.0 / Math.Sqrt(2 * Math.Sqrt(ProblemSize.Value)));
      OnReset();
    }
    private void SolutionCreator_RealVectorParameter_ActualNameChanged(object sender, EventArgs e) {
      ParameterizeEvaluator();
      ParameterizeOperators();
      ParameterizeAnalyzers();
    }
    private void Evaluator_QualityParameter_ActualNameChanged(object sender, EventArgs e) {
      ParameterizeOperators();
    }
    private void BoundsParameter_ValueChanged(object sender, EventArgs e) {
      Bounds.ToStringChanged += new EventHandler(Bounds_ToStringChanged);
      Bounds_ToStringChanged(null, EventArgs.Empty);
    }
    private void Bounds_ToStringChanged(object sender, EventArgs e) {
      if (Bounds.Columns != 2 || Bounds.Rows < 1)
        Bounds = new DoubleMatrix(1, 2);
      ParameterizeOperators();
      UpdateStrategyVectorBounds();
    }
    private void Bounds_ItemChanged(object sender, EventArgs<int, int> e) {
      if (e.Value2 == 0 && Bounds[e.Value, 1] <= Bounds[e.Value, 0])
        Bounds[e.Value, 1] = Bounds[e.Value, 0] + 0.1;
      if (e.Value2 == 1 && Bounds[e.Value, 0] >= Bounds[e.Value, 1])
        Bounds[e.Value, 0] = Bounds[e.Value, 1] - 0.1;
      ParameterizeOperators();
      UpdateStrategyVectorBounds();
    }
    private void MoveGenerator_AdditiveMoveParameter_ActualNameChanged(object sender, EventArgs e) {
      string name = ((ILookupParameter<AdditiveMove>)sender).ActualName;
      foreach (IAdditiveRealVectorMoveOperator op in Operators.OfType<IAdditiveRealVectorMoveOperator>()) {
        op.AdditiveMoveParameter.ActualName = name;
      }
    }
    //private void SphereEvaluator_Parameter_ValueChanged(object sender, EventArgs e) {
    //  SphereEvaluator eval = (Evaluator as SphereEvaluator);
    //  if (eval != null) {
    //    foreach (ISphereMoveEvaluator op in Operators.OfType<ISphereMoveEvaluator>()) {
    //      op.C = eval.C;
    //      op.Alpha = eval.Alpha;
    //    }
    //  }
    //}
    //private void RastriginEvaluator_Parameter_ValueChanged(object sender, EventArgs e) {
    //  RastriginEvaluator eval = (Evaluator as RastriginEvaluator);
    //  if (eval != null) {
    //    foreach (IRastriginMoveEvaluator op in Operators.OfType<IRastriginMoveEvaluator>()) {
    //      op.A = eval.A;
    //    }
    //  }
    //}
    //private void strategyVectorCreator_BoundsParameter_ValueChanged(object sender, EventArgs e) {
    //  strategyVectorManipulator.BoundsParameter.Value = (DoubleMatrix)strategyVectorCreator.BoundsParameter.Value.Clone();
    //}
    //private void strategyVectorCreator_StrategyParameterParameter_ActualNameChanged(object sender, EventArgs e) {
    //  string name = strategyVectorCreator.StrategyParameterParameter.ActualName;
    //  strategyVectorCrossover.ParentsParameter.ActualName = name;
    //  strategyVectorCrossover.StrategyParameterParameter.ActualName = name;
    //  strategyVectorManipulator.StrategyParameterParameter.ActualName = name;
    //}
    #endregion

    #region Helpers
    [StorableHook(HookType.AfterDeserialization)]
    private void AfterDeserialization() {
      RegisterEventHandlers();
    }

    private void RegisterEventHandlers() {
      ProblemSizeParameter.ValueChanged += new EventHandler(ProblemSizeParameter_ValueChanged);
      ProblemSize.ValueChanged += new EventHandler(ProblemSize_ValueChanged);
      BoundsParameter.ValueChanged += new EventHandler(BoundsParameter_ValueChanged);
      Bounds.ToStringChanged += new EventHandler(Bounds_ToStringChanged);
      Bounds.ItemChanged += new EventHandler<EventArgs<int, int>>(Bounds_ItemChanged);
      SolutionCreator.RealVectorParameter.ActualNameChanged += new EventHandler(SolutionCreator_RealVectorParameter_ActualNameChanged);
      Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
      //strategyVectorCreator.BoundsParameter.ValueChanged += new EventHandler(strategyVectorCreator_BoundsParameter_ValueChanged);
      //strategyVectorCreator.StrategyParameterParameter.ActualNameChanged += new EventHandler(strategyVectorCreator_StrategyParameterParameter_ActualNameChanged);
    }
    private void ParameterizeAnalyzers() {
      if (BestMovingPeaksBenchmarkSolutionAnalyzer != null) {
        BestMovingPeaksBenchmarkSolutionAnalyzer.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        BestMovingPeaksBenchmarkSolutionAnalyzer.ResultsParameter.ActualName = "Results";
        BestMovingPeaksBenchmarkSolutionAnalyzer.QualityParameter.ActualName = Evaluator.QualityParameter.ActualName;
        BestMovingPeaksBenchmarkSolutionAnalyzer.BestKnownQualityParameter.ActualName = BestKnownQualityParameter.Name;
        BestMovingPeaksBenchmarkSolutionAnalyzer.BestKnownSolutionParameter.ActualName = BestKnownSolutionParameter.Name;
        BestMovingPeaksBenchmarkSolutionAnalyzer.MaximizationParameter.ActualName = MaximizationParameter.Name;
      }
    }
    private void InitializeOperators() {
      //Operators.Add(new SingleObjectiveTestFunctionImprovementOperator());
      //Operators.Add(new SingleObjectiveTestFunctionPathRelinker());
      //Operators.Add(new SingleObjectiveTestFunctionSimilarityCalculator());
      //Operators.Add(new HammingSimilarityCalculator());
      //Operators.Add(new EuclideanSimilarityCalculator());
      //Operators.Add(new QualitySimilarityCalculator());

      Operators.Add(new BestMovingPeaksBenchmarkSolutionAnalyzer());
      //Operators.Add(new PopulationSimilarityAnalyzer(Operators.OfType<ISolutionSimilarityCalculator>()));
      ParameterizeAnalyzers();
      Operators.AddRange(ApplicationManager.Manager.GetInstances<IRealVectorOperator>().Cast<IOperator>());
      //Operators.Add(strategyVectorCreator);
      //Operators.Add(strategyVectorCrossover);
      //Operators.Add(strategyVectorManipulator);
      UpdateMoveEvaluators();
      ParameterizeOperators();
      InitializeMoveGenerators();
    }
    private void InitializeMoveGenerators() {
      foreach (IAdditiveRealVectorMoveOperator op in Operators.OfType<IAdditiveRealVectorMoveOperator>()) {
        if (op is IMoveGenerator) {
          op.AdditiveMoveParameter.ActualNameChanged += new EventHandler(MoveGenerator_AdditiveMoveParameter_ActualNameChanged);
        }
      }
    }
    private void UpdateMoveEvaluators() {
      //foreach (ISingleObjectiveTestFunctionMoveEvaluator op in Operators.OfType<ISingleObjectiveTestFunctionMoveEvaluator>().ToList())
      //  Operators.Remove(op);
      //foreach (ISingleObjectiveTestFunctionMoveEvaluator op in ApplicationManager.Manager.GetInstances<ISingleObjectiveTestFunctionMoveEvaluator>())
      //  if (op.EvaluatorType == Evaluator.GetType()) {
      //    Operators.Add(op);
      //    #region Synchronize evaluator specific parameters with the parameters of the corresponding move evaluators
      //    if (op is ISphereMoveEvaluator) {
      //      SphereEvaluator e = (Evaluator as SphereEvaluator);
      //      e.AlphaParameter.ValueChanged += new EventHandler(SphereEvaluator_Parameter_ValueChanged);
      //      e.CParameter.ValueChanged += new EventHandler(SphereEvaluator_Parameter_ValueChanged);
      //      ISphereMoveEvaluator em = (op as ISphereMoveEvaluator);
      //      em.C = e.C;
      //      em.Alpha = e.Alpha;
      //    } else if (op is IRastriginMoveEvaluator) {
      //      RastriginEvaluator e = (Evaluator as RastriginEvaluator);
      //      e.AParameter.ValueChanged += new EventHandler(RastriginEvaluator_Parameter_ValueChanged);
      //      IRastriginMoveEvaluator em = (op as IRastriginMoveEvaluator);
      //      em.A = e.A;
      //    }
      //    #endregion
      //  }
      ParameterizeOperators();
      OnOperatorsChanged();
    }
    private void ParameterizeSolutionCreator() {
      SolutionCreator.LengthParameter.Value = new IntValue(ProblemSize.Value);
      SolutionCreator.LengthParameter.Hidden = true;
      SolutionCreator.BoundsParameter.ActualName = BoundsParameter.Name;
      SolutionCreator.BoundsParameter.Hidden = true;
    }
    private void ParameterizeEvaluator() {
      Evaluator.PointParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
      Evaluator.PointParameter.Hidden = true;
      //try {
      //  BestKnownSolutionParameter.Value = Evaluator.GetBestKnownSolution(ProblemSize.Value);
      //}
      //catch (ArgumentException e) {
      //  ErrorHandling.ShowErrorDialog(e);
      //  ProblemSize.Value = Evaluator.MinimumProblemSize;
      //}
    }
    private void ParameterizeOperators() {
      foreach (var op in Operators.OfType<IRealVectorCrossover>()) {
        op.ParentsParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.ParentsParameter.Hidden = true;
        op.ChildParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.ChildParameter.Hidden = true;
        op.BoundsParameter.ActualName = BoundsParameter.Name;
        op.BoundsParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<IRealVectorManipulator>()) {
        op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.RealVectorParameter.Hidden = true;
        op.BoundsParameter.ActualName = BoundsParameter.Name;
        op.BoundsParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<IRealVectorMoveOperator>()) {
        op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.RealVectorParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<IRealVectorMoveGenerator>()) {
        op.BoundsParameter.ActualName = BoundsParameter.Name;
        op.BoundsParameter.Hidden = true;
      }
      //foreach (var op in Operators.OfType<ISingleObjectiveTestFunctionAdditiveMoveEvaluator>()) {
      //  op.QualityParameter.ActualName = Evaluator.QualityParameter.ActualName;
      //  op.QualityParameter.Hidden = true;
      //  op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
      //  op.RealVectorParameter.Hidden = true;
      //}
      foreach (var op in Operators.OfType<IRealVectorParticleCreator>()) {
        op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.RealVectorParameter.Hidden = true;
        op.BoundsParameter.ActualName = BoundsParameter.Name;
        op.BoundsParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<IRealVectorParticleUpdater>()) {
        op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.RealVectorParameter.Hidden = true;
        op.BoundsParameter.ActualName = BoundsParameter.Name;
        op.BoundsParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<IRealVectorSwarmUpdater>()) {
        op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.RealVectorParameter.Hidden = true;
        op.MaximizationParameter.ActualName = MaximizationParameter.Name;
        op.MaximizationParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<IRealVectorMultiNeighborhoodShakingOperator>()) {
        op.RealVectorParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.RealVectorParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<ISingleObjectiveImprovementOperator>()) {
        op.SolutionParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.SolutionParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<ISingleObjectivePathRelinker>()) {
        op.ParentsParameter.ActualName = SolutionCreator.RealVectorParameter.ActualName;
        op.ParentsParameter.Hidden = true;
      }
      foreach (var op in Operators.OfType<ISolutionSimilarityCalculator>()) {
        op.SolutionVariableName = SolutionCreator.RealVectorParameter.ActualName;
        op.QualityVariableName = Evaluator.QualityParameter.ActualName;
        //var calc = op as SingleObjectiveTestFunctionSimilarityCalculator;
        //if (calc != null) calc.Bounds = Bounds;
      }
    }
    private void UpdateStrategyVectorBounds() {
      //var strategyBounds = (DoubleMatrix)Bounds.Clone();
      //for (int i = 0; i < strategyBounds.Rows; i++) {
      //  if (strategyBounds[i, 0] < 0) strategyBounds[i, 0] = 0;
      //  strategyBounds[i, 1] = 0.1 * (Bounds[i, 1] - Bounds[i, 0]);
      //}
      //strategyVectorCreator.BoundsParameter.Value = strategyBounds;
    }
    #endregion
  }
}