source: branches/HeuristicLab.BinPacking/HeuristicLab.Problems.BinPacking/3.3/BinPackingProblem.cs @ 14041

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2015 Joseph Helm and 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 HeuristicLab.Optimization;
using HeuristicLab.Problems.BinPacking.Interfaces;
using HeuristicLab.Problems.BinPacking.Shapes;
using HeuristicLab.Core;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
using HeuristicLab.Common;
using HeuristicLab.Parameters;
using HeuristicLab.Encodings.PackingEncoding.PackingPlan;
using HeuristicLab.Data;
using HeuristicLab.Encodings.PackingEncoding.MultiComponentVector;
using HeuristicLab.Problems.BinPacking.Decoders;
using HeuristicLab.PluginInfrastructure;
using System.Linq;
using HeuristicLab.Problems.BinPacking.Analyzers;
using System;
using HeuristicLab.Encodings.PackingEncoding.PackingSequence;
using HeuristicLab.Encodings.PackingEncoding.GroupingVector;

namespace HeuristicLab.Problems.BinPacking.Problem {
  [Item("BinPackingProblem", "Abstract class that represents a BinPacking Problem")]
  [StorableClass]
  public abstract class BinPackingProblem<D, B, I> : SingleObjectiveHeuristicOptimizationProblem<IPackingPlanEvaluationAlgorithm, IPackingSolutionCreator> 
    where D : class, IPackingDimensions 
    where B : PackingShape<D>, IPackingBin, IRegularPackingShape, new()
    where I : PackingShape<D>, IPackingItem, IRegularPackingShape, new () {


    #region Parameter Properties
    public OptionalValueParameter<PackingPlan<D,B,I>> BestKnownSolutionParameter {
      get { return (OptionalValueParameter<PackingPlan<D, B, I>>)Parameters["BestKnownSolution"]; }
    }
    public ValueParameter<ItemList<I>> PackingItemMeasuresParameter {
      get { return (ValueParameter<ItemList<I>>)Parameters["PackingItemMeasures"]; }
    }
    public IFixedValueParameter<IntValue> PackingItemsParameter {
      get { return (IFixedValueParameter<IntValue>)Parameters["PackingItems"]; }
    }
    public IFixedValueParameter<IntValue> LowerBoundParameter {
      get { return (IFixedValueParameter<IntValue>)Parameters["LowerBound"]; }
    }
    public ValueParameter<IPackingPlanEvaluator> PackingPlanEvaluatorParameter {
      get { return (ValueParameter<IPackingPlanEvaluator>)Parameters["PackingPlanEvaluator"]; }
    }
    public IValueParameter<B> PackingBinMeasuresParameter {
      get { return (IValueParameter<B>)Parameters["PackingBinMeasures"]; }
    }
    public IConstrainedValueParameter<IPackingSolutionDecoder> PackingSolutionDecoderParameter {
      get { return (IConstrainedValueParameter<IPackingSolutionDecoder>)Parameters["PackingSolutionDecoder"]; }
    }
    #endregion

    #region Properties
    public PackingPlan<D, B, I> BestKnownSolution {
      get { return BestKnownSolutionParameter.Value; }
      set { BestKnownSolutionParameter.Value = value; }
    }
    public ItemList<I> PackingItemMeasures {
      get { return PackingItemMeasuresParameter.Value; }
      set { PackingItemMeasuresParameter.Value = value; } 
    }
    public IPackingPlanEvaluator PackingPlanEvaluator {
      get { return PackingPlanEvaluatorParameter.Value; }
      set { PackingPlanEvaluatorParameter.Value = value; }
    }
    public B PackingBinMeasures {
      get { return PackingBinMeasuresParameter.Value; }
      set { PackingBinMeasuresParameter.Value = value; }
    }
    public PackingSolutionDecoder<D, B, I> PackingSolutionDecoder {
      get { return PackingSolutionDecoderParameter.Value as PackingSolutionDecoder<D, B, I>; }
      set { PackingSolutionDecoderParameter.Value = value; }
    }
    #endregion


    [StorableConstructor]
    protected BinPackingProblem(bool deserializing) : base(deserializing) { }
    protected BinPackingProblem(BinPackingProblem<D,B,I> original, Cloner cloner)
      : base(original, cloner) {
      InitializeEventHandlers();
    }

    protected BinPackingProblem(IPackingPlanEvaluationAlgorithm e) : this(e, new MultiComponentVectorRandomCreator()) { }

    protected BinPackingProblem(IPackingPlanEvaluationAlgorithm e, IPackingSolutionCreator c) : base (e, c){
      Parameters.Add(new OptionalValueParameter<PackingPlan<D, B, I>>("BestKnownSolution", "The best known solution of this bin-packing instance."));
      Parameters.Add(new ValueParameter<ItemList<I>>("PackingItemMeasures", "Packing-item data defining the measures of the different items that need to be packed.", new ItemList<I>()));

      Parameters.Add(new FixedValueParameter<IntValue>("PackingItems", "The number of packing-items used in this bin packing instance.", new IntValue()));
      Parameters.Add(new FixedValueParameter<IntValue>("LowerBound", "The lower possible number of bins needed to solve this problem (taken from Dell'Amico, Martello and Vigo; 2002)", new IntValue()));
      Parameters.Add(new ValueParameter<B>("PackingBinMeasures", "Packing-bin data defining the measures of the used bins.", new B()));
      Parameters.Add(new ValueParameter<IPackingPlanEvaluator>("PackingPlanEvaluator", "The evaluator is used to determine the quality of a solution.", CreateDefaultEvaluator()));
      Parameters.Add(new ConstrainedValueParameter<IPackingSolutionDecoder>("PackingSolutionDecoder", "The operator that decodes the representation and creates a packing plan."));
      this.Maximization.Value = true;
      InitializeProblemInstance();
      InitializeOperators();
      InitializeEventHandlers();
    }

    protected abstract void InitializeDecoder();
    protected virtual void InitializeProblemInstance() {
      InitializeProblemData();
      ApplyHorizontalOrientation();
      SortItems();
      RemoveTooBigItems();
      PackingItemsParameter.Value.Value = PackingItemMeasures.Count;
      LowerBoundParameter.Value.Value = CalculateLowerBound();
    }
    protected virtual void InitializeOperators() {
      Operators.Clear();
      Operators.Add(new BestBinPackingSolutionAnalyzer<D, B, I>());

      ApplyEncoding();
      ParameterizeOperators();
    }
    protected virtual void InitializeEventHandlers() {
      PackingPlanEvaluatorParameter.ValueChanged += PackingPlanEvaluatorParameter_ValueChanged;
      PackingPlanEvaluator.QualityParameter.ActualNameChanged += PackingPlanEvaluator_QualityParameter_ActualNameChanged;
      SolutionCreatorParameter.ValueChanged += SolutionCreatorParameter_ValueChanged;
      SolutionCreator.EncodedSolutionParameter.ActualNameChanged += SolutionCreator_EncodedSolutionParameter_ActualNameChanged;
      PackingSolutionDecoderParameter.ValueChanged += PackingSolutionDecoderParameter_ValueChanged;
      if (PackingSolutionDecoder != null) PackingSolutionDecoder.PackingPlanParameter.ActualNameChanged += PackingSolutionDecoder_PackingPlanParameter_ActualNameChanged;
    }


    protected abstract void RemoveTooBigItems();
    protected abstract void InitializeProblemData();
    protected abstract IPackingPlanEvaluator CreateDefaultEvaluator();
    protected void ApplyHorizontalOrientation() {
      PackingBinMeasures.ApplyHorizontalOrientation();
      foreach (IRegularPackingShape shape in PackingItemMeasures) {
        shape.ApplyHorizontalOrientation();
      }
    }
    protected void SortItems() {
      PackingItemMeasures.Sort((x, y) => y.CompareTo(x));
    }
    protected int CalculateLowerBound() {
      //This is the obvious continuous lower bound calculation; Martello and Vigo proposed a better way but it has not been implemented yet;
      int items = PackingItemMeasures.Select(x => x.Volume).Sum();
      int bin = PackingBinMeasures.Volume;
      return (items + bin - 1) / (bin);
    }

    private void ApplyEncoding() {
      if (SolutionCreator.GetType() == typeof(PackingSequenceRandomCreator)) {
        Operators.AddRange(ApplicationManager.Manager.GetInstances<IPackingSequenceOperator>());
        InitializeDecoder();
      } else if (SolutionCreator.GetType() == typeof(GroupingVectorRandomCreator)) {
        Operators.AddRange(ApplicationManager.Manager.GetInstances<IGroupingVectorOperator>());
        InitializeDecoder();
      } else if (SolutionCreator.GetType() == typeof(MultiComponentVectorRandomCreator)) {
        Operators.AddRange(ApplicationManager.Manager.GetInstances<IMultiComponentVectorOperator>());
        InitializeDecoder();
      }
    }
    private void ParameterizeOperators() {
      foreach (var op in Operators.OfType<BestBinPackingSolutionAnalyzer<D, B, I>>()) {
        op.QualityParameter.ActualName = PackingPlanEvaluator.QualityParameter.ActualName;
      }

      Evaluator.PackingSolutionDecoderParameter.ActualName = PackingSolutionDecoderParameter.Name;
      Evaluator.PackingSolutionDecoderParameter.Hidden = true;
      Evaluator.PackingPlanEvaluatorParameter.ActualName = PackingPlanEvaluatorParameter.Name;
      Evaluator.PackingPlanEvaluatorParameter.Hidden = true;
      Evaluator.QualityParameter.ActualName = PackingPlanEvaluator.QualityParameter.ActualName;
      Evaluator.QualityParameter.Hidden = true;

      if (PackingSolutionDecoder != null)
        PackingSolutionDecoder.EncodedSolutionParameter.ActualName = SolutionCreator.EncodedSolutionParameter.ActualName;

      if (PackingSolutionDecoder != null) {
        PackingPlanEvaluator.PackingPlanParameter.ActualName = PackingSolutionDecoder.PackingPlanParameter.ActualName;
        PackingPlanEvaluator.PackingPlanParameter.Hidden = true;
      } else {
        PackingPlanEvaluator.PackingPlanParameter.ActualName = PackingPlanEvaluator.PackingPlanParameter.Name;
        PackingPlanEvaluator.PackingPlanParameter.Hidden = false;
      }

      foreach (var op in Operators.OfType<IPackingSolutionManipulator>()) {
        op.EncodedSolutionParameter.ActualName = SolutionCreator.EncodedSolutionParameter.ActualName;
        op.EncodedSolutionParameter.Hidden = true;
      }

      foreach (var op in Operators.OfType<IPackingSolutionCrossover>()) {
        op.ChildParameter.ActualName = SolutionCreator.EncodedSolutionParameter.ActualName;
        op.ChildParameter.Hidden = true;
        op.ParentsParameter.ActualName = SolutionCreator.EncodedSolutionParameter.ActualName;
        op.ParentsParameter.Hidden = true;
      }

      foreach (var op in Operators.OfType<BestBinPackingSolutionAnalyzer<D, B, I>>()) {
        op.QualityParameter.ActualName = PackingPlanEvaluator.QualityParameter.ActualName;
        if (PackingSolutionDecoder != null) {
          op.PackingPlanParameter.ActualName = PackingSolutionDecoder.PackingPlanParameter.ActualName;
          op.PackingPlanParameter.Hidden = true;
        } else {
          op.PackingPlanParameter.ActualName = op.PackingPlanParameter.Name;
          op.PackingPlanParameter.Hidden = false;
        }
      }

    }

    #region Events
    protected override void OnSolutionCreatorChanged() {
      InitializeOperators();
    }
    protected override void OnEvaluatorChanged() {
      base.OnEvaluatorChanged();
      ParameterizeOperators();
    }
    private void PackingPlanEvaluatorParameter_ValueChanged(object sender, EventArgs eventArgs) {
      PackingPlanEvaluator.QualityParameter.ActualNameChanged += PackingPlanEvaluator_QualityParameter_ActualNameChanged;
      ParameterizeOperators();
    }
    private void PackingPlanEvaluator_QualityParameter_ActualNameChanged(object sender, EventArgs eventArgs) {
      ParameterizeOperators();
    }
    private void SolutionCreatorParameter_ValueChanged(object sender, EventArgs eventArgs) {
      SolutionCreator.EncodedSolutionParameter.ActualNameChanged += SolutionCreator_EncodedSolutionParameter_ActualNameChanged;
      ParameterizeOperators();
    }
    private void SolutionCreator_EncodedSolutionParameter_ActualNameChanged(object sender, EventArgs eventArgs) {
      ParameterizeOperators();
    }
    private void PackingSolutionDecoderParameter_ValueChanged(object sender, EventArgs eventArgs) {
      if (PackingSolutionDecoder != null) PackingSolutionDecoder.PackingPlanParameter.ActualNameChanged += PackingSolutionDecoder_PackingPlanParameter_ActualNameChanged;
      ParameterizeOperators();
    }
    private void PackingSolutionDecoder_PackingPlanParameter_ActualNameChanged(object sender, EventArgs eventArgs) {
      ParameterizeOperators();
    }
    #endregion
  }
}