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Changeset 6293


Ignore:
Timestamp:
05/26/11 10:25:04 (14 years ago)
Author:
jhelm
Message:

#1329: Did some heavy refactoring after "code-review meeting". Added Encodings.SchedulingEncoding plugin to store encodings used in scheduling problems.

Location:
branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3
Files:
11 added
17 deleted
9 edited

Legend:

Unmodified
Added
Removed
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/Analyzers/BestSchedulingSolutionAnalyzer.cs

    r6266 r6293  
    3030using HeuristicLab.Parameters;
    3131using HeuristicLab.Data;
    32 using HeuristicLab.Problems.Scheduling.Encodings;
     32using HeuristicLab.Encodings.SchedulingEncoding;
    3333
    3434namespace HeuristicLab.Problems.Scheduling.Analyzers {
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/Analyzers/SchedulingAnalyzer.cs

    r6266 r6293  
    3131using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
    3232using HeuristicLab.Common;
     33using HeuristicLab.Encodings.SchedulingEncoding;
    3334
    3435namespace HeuristicLab.Problems.Scheduling.Analyzers {
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/Evaluators/MakespanEvaluator.cs

    r6266 r6293  
    3030using HeuristicLab.Optimization;
    3131using HeuristicLab.Parameters;
     32using HeuristicLab.Encodings.SchedulingEncoding;
    3233
    3334namespace HeuristicLab.Problems.Scheduling.Evaluators {
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/Evaluators/MeanTardinessEvaluator.cs

    r6266 r6293  
    3030using HeuristicLab.Optimization;
    3131using HeuristicLab.Parameters;
    32 using HeuristicLab.Problems.Scheduling.Interfaces;
     32using HeuristicLab.Encodings.SchedulingEncoding;
    3333
    3434namespace HeuristicLab.Problems.Scheduling.Evaluators {
    3535  [Item("Men tardiness Evaluator", "Represents an evaluator using the mean tardiness of a schedule.")]
    3636  [StorableClass]
    37   public class MeanTardinessEvaluator : SchedulingEvaluator, IJSSPOperator {
     37  public class MeanTardinessEvaluator : SchedulingEvaluator {
    3838    [StorableConstructor]
    3939    protected MeanTardinessEvaluator(bool deserializing) : base(deserializing) { }
     
    4646
    4747    #region Parameter Properties
    48     public ILookupParameter<ItemList<JSSPJob>> JobsParameter {
    49       get { return (ILookupParameter<ItemList<JSSPJob>>)Parameters["Jobs"]; }
     48    public ILookupParameter<ItemList<Job>> JobsParameter {
     49      get { return (ILookupParameter<ItemList<Job>>)Parameters["Jobs"]; }
    5050    }
    5151    #endregion
    5252    #region Properties
    53     public ItemList<JSSPJob> Jobs {
     53    public ItemList<Job> Jobs {
    5454      get { return JobsParameter.ActualValue; }
    5555    }
     
    5757
    5858    public MeanTardinessEvaluator() : base() {
    59       Parameters.Add(new LookupParameter<ItemList<JSSPJob>>("Jobs", "Jobdata defining the precedence relationships and the duration of the tasks in this JSSP-Instance."));
     59      Parameters.Add(new LookupParameter<ItemList<Job>>("Jobs", "Jobdata defining the precedence relationships and the duration of the tasks in this JSSP-Instance."));
    6060    }
    6161
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/Evaluators/SchedulingEvaluationAlgorithm.cs

    r6266 r6293  
    3131using HeuristicLab.Data;
    3232using HeuristicLab.Parameters;
    33 using HeuristicLab.Problems.Scheduling.Interfaces;
    34 using HeuristicLab.Problems.Scheduling.Encodings;
    35 using HeuristicLab.Problems.Scheduling.Encodings.JobShopScheduling.JobSequenceMatrix;
     33using HeuristicLab.Encodings.SchedulingEncoding.Interfaces;
     34using HeuristicLab.Encodings.SchedulingEncoding;
    3635
    3736namespace HeuristicLab.Problems.Scheduling.Evaluators {
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/Evaluators/SchedulingEvaluator.cs

    r6266 r6293  
    2929using HeuristicLab.Parameters;
    3030using System;
    31 using HeuristicLab.Problems.Scheduling.Encodings;
    3231using HeuristicLab.Operators;
    33 using HeuristicLab.Problems.Scheduling.Interfaces;
     32using HeuristicLab.Encodings.SchedulingEncoding.Interfaces;
     33using HeuristicLab.Encodings.SchedulingEncoding;
    3434
    3535
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/HeuristicLab.Problems.Scheduling-3.3.csproj

    r6266 r6293  
    5050    <Compile Include="Analyzers\BestSchedulingSolutionAnalyzer.cs" />
    5151    <Compile Include="Analyzers\SchedulingAnalyzer.cs" />
    52     <Compile Include="Encodings\JobShopScheduling\JSSPManipulator.cs" />
    53     <Compile Include="Encodings\JobShopScheduling\JSSPDecoder.cs" />
    54     <Compile Include="Encodings\JobShopScheduling\JSSPCrossover.cs" />
    55     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\JSMDecodingErrorPolicyTypes.cs" />
    56     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Crossovers\JSMJOXCrossover.cs" />
    57     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Crossovers\JSMCrossover.cs" />
    58     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Crossovers\JSMOXCrossover.cs" />
    59     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Crossovers\JSMSXXCrossover.cs" />
    60     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\JSMDecoder.cs" />
    61     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\JSMForcingStrategyTypes.cs" />
    62     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\JSMRandomCreator.cs" />
    63     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\JSMEncoding.cs" />
    64     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Manipulators\JSMShiftChangeManipulator.cs" />
    65     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Manipulators\JSMManipulator.cs" />
    66     <Compile Include="Encodings\JobShopScheduling\JobSequenceMatrix\Manipulators\JSMSwapManipulator.cs" />
    67     <Compile Include="Encodings\JobShopScheduling\JSSPCreator.cs" />
    68     <Compile Include="Encodings\SchedulingCrossover.cs" />
    69     <Compile Include="Encodings\SchedulingDecoder.cs" />
    70     <Compile Include="Encodings\JobShopScheduling\JSSPEncodingTypes.cs" />
    71     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\Crossovers\PWRGOXCrossover.cs" />
    72     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\Crossovers\PWRCrossover.cs" />
    73     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\Crossovers\PWRPPXCrossover.cs" />
    74     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\Manipulators\PWRUniformOnePositionManipulator.cs" />
    75     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\Manipulators\PWRManipulator.cs" />
    76     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\PWRDecoder.cs" />
    77     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\PWREncoding.cs" />
    78     <Compile Include="Encodings\JobShopScheduling\PermutationWithRepetition\PWRRandomCreator.cs" />
    79     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\Crossovers\PRVSinglePointCrossover.cs" />
    80     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\Crossovers\PRVDiscreteCrossover.cs" />
    81     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\Manipulators\PRVUniformOnePositionManipulator.cs" />
    82     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\PRVEncoding.cs" />
     52    <Compile Include="Decoders\GTAlgorithmUtils.cs" />
     53    <Compile Include="Decoders\JSMDecoder.cs" />
     54    <Compile Include="Decoders\JSMDecodingErrorPolicyTypes.cs" />
     55    <Compile Include="Decoders\JSMForcingStrategyTypes.cs" />
     56    <Compile Include="Decoders\PRVDecoder.cs" />
     57    <Compile Include="Decoders\PWRDecoder.cs" />
    8358    <Compile Include="Evaluators\SchedulingEvaluatorType.cs" />
    8459    <Compile Include="Evaluators\SchedulingEvaluatorTypes.cs" />
    8560    <Compile Include="Evaluators\MeanTardinessEvaluator.cs" />
    86     <Compile Include="Interfaces\IJSSPEncoding.cs" />
    87     <Compile Include="Interfaces\ISchedulingDecoder.cs" />
    88     <Compile Include="Interfaces\ISchedulingOperator.cs" />
    89     <Compile Include="Interfaces\IPWROperator.cs" />
    90     <Compile Include="Interfaces\IPRVOperator.cs" />
    91     <Compile Include="Interfaces\ISchedulingEncoding.cs" />
    92     <Compile Include="Encodings\SchedulingCreator.cs" />
    93     <Compile Include="Encodings\SchedulingManipulator.cs" />
    94     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\Crossovers\PRVCrossover.cs" />
    95     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\PRVDecoder.cs" />
    96     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\PRVRandomCreator.cs" />
    97     <Compile Include="Encodings\JobShopScheduling\PriorityRulesVector\Manipulators\PRVManipulator.cs" />
    9861    <Compile Include="Evaluators\MakespanEvaluator.cs" />
     62    <Compile Include="Evaluators\SchedulingEvaluator.cs" />
    9963    <Compile Include="IndexedTaskList.cs" />
    100     <Compile Include="Interfaces\IJSMOperator.cs" />
    101     <Compile Include="Interfaces\ISchedulingCrossover.cs" />
    102     <Compile Include="Interfaces\ISchedulingManipulator.cs" />
    103     <Compile Include="Interfaces\ISchedulingCreator.cs" />
    104     <Compile Include="Interfaces\ISchedulingEvaluator.cs" />
    105     <Compile Include="Resource.cs" />
    106     <Compile Include="Evaluators\SchedulingEvaluator.cs" />
    107     <Compile Include="JSSPJob.cs" />
     64    <Compile Include="Interfaces\IJSSPOperator.cs" />
     65    <Compile Include="Job.cs" />
    10866    <Compile Include="JobShopSchedulingProblem.cs" />
    109     <Compile Include="JSSPTask.cs" />
    110     <Compile Include="Interfaces\IJSSPOperator.cs" />
    11167    <Compile Include="Evaluators\SchedulingEvaluationAlgorithm.cs" />
     68    <Compile Include="Task.cs" />
    11269    <Compile Include="SchedulingProblem.cs" />
    11370    <Compile Include="Plugin.cs" />
    11471    <Compile Include="Properties\AssemblyInfo.cs" />
    115     <Compile Include="Schedule.cs" />
    11672  </ItemGroup>
    11773  <ItemGroup>
     
    148104      <Project>{DBECB8B0-B166-4133-BAF1-ED67C3FD7FCA}</Project>
    149105      <Name>HeuristicLab.Encodings.PermutationEncoding-3.3</Name>
     106    </ProjectReference>
     107    <ProjectReference Include="..\..\HeuristicLab.Encodings.SchedulingEncoding\3.3\HeuristicLab.Encodings.SchedulingEncoding-3.3.csproj">
     108      <Project>{17F3EF80-B2C3-4B8D-A4D5-BE9CE3BA2606}</Project>
     109      <Name>HeuristicLab.Encodings.SchedulingEncoding-3.3</Name>
    150110    </ProjectReference>
    151111    <ProjectReference Include="..\..\HeuristicLab.Operators\3.3\HeuristicLab.Operators-3.3.csproj">
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/JobShopSchedulingProblem.cs

    r6266 r6293  
    3131using HeuristicLab.Data;
    3232using System.IO;
    33 using HeuristicLab.Problems.Scheduling.Encodings;
    3433using HeuristicLab.Problems.Scheduling.Evaluators;
    3534using HeuristicLab.Parameters;
    36 using HeuristicLab.Encodings.PermutationEncoding;
    3735using HeuristicLab.Problems.Scheduling.Analyzers;
    3836using HeuristicLab.PluginInfrastructure;
    39 using HeuristicLab.Problems.Scheduling.Interfaces;
    40 using HeuristicLab.Encodings.IntegerVectorEncoding;
    41 using HeuristicLab.Problems.Scheduling.Encodings.JobShopScheduling;
    42 using HeuristicLab.Problems.Scheduling.Encodings.JobShopScheduling.JobSequenceMatrix;
    43 using HeuristicLab.Problems.Scheduling.Encodings.JobShopScheduling.PriorityRulesVector;
    44 using HeuristicLab.Problems.Scheduling.Encodings.JobShopScheduling.PermutationWithRepetition;
     37using HeuristicLab.Encodings.SchedulingEncoding;
     38using HeuristicLab.Encodings.SchedulingEncoding.Interfaces;
     39using HeuristicLab.Encodings.SchedulingEncoding.JobSequenceMatrix;
     40using HeuristicLab.Encodings.PermutationEncoding;
     41using HeuristicLab.Encodings.SchedulingEncoding.PriorityRulesVector;
     42using HeuristicLab.Encodings.SchedulingEncoding.PermutationWithRepetition;
     43using HeuristicLab.Problems.Scheduling.Decoders;
    4544
    4645namespace HeuristicLab.Problems.Scheduling {
     
    6463
    6564    #region Parameter Properties
    66     public ValueParameter<ItemList<JSSPJob>> JobsParameter {
    67       get { return (ValueParameter<ItemList<JSSPJob>>)Parameters["Jobs"]; }
     65    public ValueParameter<ItemList<Job>> JobDataParameter {
     66      get { return (ValueParameter<ItemList<Job>>)Parameters["JobData"]; }
    6867    }
    6968    public ValueParameter<SchedulingEvaluatorType> EvaluatorTypeParameter {
     
    7473    }
    7574
     75    public ValueParameter<IntValue> JobsParameter {
     76      get { return (ValueParameter<IntValue>)Parameters["Jobs"]; }
     77    }
     78    public ValueParameter<IntValue> ResourcesParameter {
     79      get { return (ValueParameter<IntValue>)Parameters["Resources"]; }
     80    }
     81
    7682    #endregion
    7783
    7884    #region Properties
    79     public ItemList<JSSPJob> Jobs {
    80       get { return JobsParameter.Value; }
    81       set { JobsParameter.Value = value; }
     85    public ItemList<Job> JobData {
     86      get { return JobDataParameter.Value; }
     87      set { JobDataParameter.Value = value; }
    8288    }
    8389    public SchedulingEvaluatorType EvaluatorType {
     
    8995      set { BestKnownSolutionParameter.Value = value; }
    9096    }
     97    public IntValue Jobs {
     98      get { return JobsParameter.Value; }
     99      set { JobsParameter.Value = value; }
     100    }
     101    public IntValue Resources {
     102      get { return ResourcesParameter.Value; }
     103      set { ResourcesParameter.Value = value; }
     104    }
    91105    #endregion
    92106
    93107    [Storable]
    94     private JSSPEncodingTypes encodingType;
     108    private SchedulingEncodingTypes encodingType;
    95109
    96110    public JobShopSchedulingProblem()
    97111      : base(new SchedulingEvaluationAlgorithm (), new JSMRandomCreator ()) {
    98       Parameters.Add(new ValueParameter<ItemList<JSSPJob>>("Jobs", "Jobdata defining the precedence relationships and the duration of the tasks in this JSSP-Instance.", new ItemList<JSSPJob>()));
    99       Parameters.Add(new ValueParameter<SchedulingEvaluatorType>("EvaluatorType", "Type of the evaluator used to determine the quality of an individual.", new SchedulingEvaluatorType (SchedulingEvaluatorTypes.MakespanEvaluator)));
    100       Parameters.Add(new OptionalValueParameter<Schedule>("BestKnownSolution", "The best known solution of this JSSP instance."));
    101         encodingType = JSSPEncodingTypes.JSMEncoding;
     112      Parameters.Add(new ValueParameter<ItemList<Job>>("JobData", "Jobdata defining the precedence relationships and the duration of the tasks in this JSSP-Instance.", new ItemList<Job>()));
     113      Parameters.Add(new ValueParameter<SchedulingEvaluatorType>("EvaluatorType", "Type of the evaluator used to determine the quality of an individual.", new SchedulingEvaluatorType(SchedulingEvaluatorTypes.MakespanEvaluator)));
     114      Parameters.Add(new OptionalValueParameter<Schedule>("BestKnownSolution", "The best known solution of this JSSP instance."));
     115     
     116      Parameters.Add(new ValueParameter<IntValue>("Jobs", "The number of jobs used in this JSSP instance.", new IntValue ()));
     117      Parameters.Add(new ValueParameter<IntValue>("Resources", "The number of resources used this JSSP instance.", new IntValue()));
     118      encodingType = SchedulingEncodingTypes.JSMEncoding;
    102119        InitializeOperators();
    103120        AttachEventHandlers();
     
    108125    protected override void OnSolutionCreatorChanged() {
    109126      if (SolutionCreator.GetType().Equals(typeof(JSMRandomCreator)))
    110         encodingType = JSSPEncodingTypes.JSMEncoding;
     127        encodingType = SchedulingEncodingTypes.JSMEncoding;
    111128      else {
    112129        if (SolutionCreator.GetType().Equals(typeof(PRVRandomCreator)))
    113           encodingType = JSSPEncodingTypes.PRVEncoding;
     130          encodingType = SchedulingEncodingTypes.PRVEncoding;
    114131        else
    115           encodingType = JSSPEncodingTypes.PWREncoding;
     132          encodingType = SchedulingEncodingTypes.PWREncoding;
    116133      }
    117134      InitializeOperators();
     
    130147    private void ApplyEncoding() {
    131148      if (EvaluatorType.Value == SchedulingEvaluatorTypes.MakespanEvaluator) {
    132         if (encodingType == JSSPEncodingTypes.JSMEncoding) {
     149        if (encodingType == SchedulingEncodingTypes.JSMEncoding) {
    133150          Operators.AddRange(ApplicationManager.Manager.GetInstances<IJSMOperator>());
    134151          ((SchedulingEvaluationAlgorithm)this.EvaluatorParameter.ActualValue).InitializeOperatorGraph<JSMEncoding>(new JSMDecoder(), new MakespanEvaluator());
    135152        } else {
    136           if (encodingType == JSSPEncodingTypes.PRVEncoding) {
     153          if (encodingType == SchedulingEncodingTypes.PRVEncoding) {
    137154            Operators.AddRange(ApplicationManager.Manager.GetInstances<IPRVOperator>());
    138155            ((SchedulingEvaluationAlgorithm)this.EvaluatorParameter.ActualValue).InitializeOperatorGraph<PRVEncoding>(new PRVDecoder(), new MakespanEvaluator());
    139156          } else {
    140             if (encodingType == JSSPEncodingTypes.PWREncoding) {
     157            if (encodingType == SchedulingEncodingTypes.PWREncoding) {
    141158              Operators.AddRange(ApplicationManager.Manager.GetInstances<IPWROperator>());
    142159              ((SchedulingEvaluationAlgorithm)this.EvaluatorParameter.ActualValue).InitializeOperatorGraph<PWREncoding>(new PWRDecoder(), new MakespanEvaluator());
     
    145162        }
    146163      } else {
    147         if (encodingType == JSSPEncodingTypes.JSMEncoding) {
     164        if (encodingType == SchedulingEncodingTypes.JSMEncoding) {
    148165          Operators.AddRange(ApplicationManager.Manager.GetInstances<IJSMOperator>());
    149166          ((SchedulingEvaluationAlgorithm)this.EvaluatorParameter.ActualValue).InitializeOperatorGraph<JSMEncoding>(new JSMDecoder(), new MeanTardinessEvaluator());
    150167        } else {
    151           if (encodingType == JSSPEncodingTypes.PRVEncoding) {
     168          if (encodingType == SchedulingEncodingTypes.PRVEncoding) {
    152169            Operators.AddRange(ApplicationManager.Manager.GetInstances<IPRVOperator>());
    153170            ((SchedulingEvaluationAlgorithm)this.EvaluatorParameter.ActualValue).InitializeOperatorGraph<PRVEncoding>(new PRVDecoder(), new MeanTardinessEvaluator());
    154171          } else {
    155             if (encodingType == JSSPEncodingTypes.PWREncoding) {
     172            if (encodingType == SchedulingEncodingTypes.PWREncoding) {
    156173              Operators.AddRange(ApplicationManager.Manager.GetInstances<IPWROperator>());
    157174              ((SchedulingEvaluationAlgorithm)this.EvaluatorParameter.ActualValue).InitializeOperatorGraph<PWREncoding>(new PWRDecoder(), new MeanTardinessEvaluator());
     
    203220      bool problemFound = false;
    204221
    205       Jobs = new ItemList<JSSPJob>();
     222      JobData = new ItemList<Job>();
    206223
    207224      while (!problemFile.EndOfStream && !problemFound) {
     
    210227        if (data.Count > 0 && ((int)data[0][0] >= 48 && (int)data[0][0] <= 57)) {
    211228          int jobCount = 0;
    212           //data[0] = nrOfJobs (int)
    213           //data[1] = nrOfResources (int)
     229          Jobs = new IntValue (Int32.Parse(data[0]));
     230          Resources = new IntValue (Int32.Parse(data[1]));
    214231          //data[2] = bestKnownQuality (double)
    215232          //data[3] = dueDates (0|1)
     
    228245              dataCount--;
    229246            }
    230             JSSPJob j = new JSSPJob(new IntValue(jobCount), dueDate);
     247            Job j = new Job(new IntValue(jobCount), dueDate);
    231248            for (int i = 0; i < dataCount; i++) {
    232               JSSPTask t = new JSSPTask(new IntValue (i / 2), new IntValue(Int32.Parse(data[i])), new DoubleValue(Double.Parse(data[i + 1])), new IntValue (jobCount));
    233               if (j.Tasks.Count > 0) {
    234                 t.StartTime = new DoubleValue (j.Tasks[j.Tasks.Count - 1].EndTime.Value + 2);
    235               }
     249              Task t = new Task(i / 2, Int32.Parse(data[i]), jobCount, Double.Parse(data[i + 1]));
    236250              j.Tasks.Add(t);
    237251              i++;
    238252            }//for
    239             this.Jobs.Add(j);
     253            this.JobData.Add(j);
    240254            jobCount++;
    241255            line = problemFile.ReadLine();
     
    277291
    278292      JSMDecoder decoder = new JSMDecoder();
    279       Schedule result = decoder.CreateScheduleFromEncoding(solution, Jobs);
     293      Schedule result = decoder.CreateScheduleFromEncoding(solution, JobData);
    280294      BestKnownSolution = result;
    281295    }
  • branches/Scheduling/HeuristicLab.Problems.Scheduling/3.3/SchedulingProblem.cs

    r6177 r6293  
    2828using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
    2929using HeuristicLab.Common;
    30 using HeuristicLab.Problems.Scheduling.Interfaces;
     30using HeuristicLab.Encodings.SchedulingEncoding.Interfaces;
    3131
    3232namespace HeuristicLab.Problems.Scheduling {
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