source: branches/ProgrammableProblem/HeuristicLab.Problems.Programmable/3.3/Operators/MultiObjectiveAnalyzer.cs @ 11424

using System;
using System.Collections.Generic;
using System.Linq;
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.Problems.Programmable {
  [Item("Multi-objective Analyzer", "Calls the script's Analyze method to be able to write into the results collection.")]
  [StorableClass]
  public class MultiObjectiveAnalyzer : SingleSuccessorOperator, IMultiObjectiveProgrammableProblemAnalyzer {
    public bool EnabledByDefault { get { return true; } }

    public ILookupParameter<IMultiObjectiveProblemDefinitionHost> ProblemDefinitionParameter {
      get { return (ILookupParameter<IMultiObjectiveProblemDefinitionHost>)Parameters["ProblemDefinition"]; }
    }

    public ILookupParameter<Configuration> ConfigurationParameter {
      get { return (ILookupParameter<Configuration>)Parameters["Configuration"]; }
    }

    public IScopeTreeLookupParameter<DoubleArray> QualitiesParameter {
      get { return (IScopeTreeLookupParameter<DoubleArray>)Parameters["Qualities"]; }
    }

    public ILookupParameter<ResultCollection> ResultsParameter {
      get { return (ILookupParameter<ResultCollection>)Parameters["Results"]; }
    }

    [StorableConstructor]
    protected MultiObjectiveAnalyzer(bool deserializing) : base(deserializing) { }
    protected MultiObjectiveAnalyzer(MultiObjectiveAnalyzer original, Cloner cloner) : base(original, cloner) { }
    public MultiObjectiveAnalyzer() {
      Parameters.Add(new LookupParameter<IRandom>("Random", "The random number generator to use."));
      Parameters.Add(new LookupParameter<IMultiObjectiveProblemDefinitionHost>("ProblemDefinition", "The host that holds the problem definition."));
      Parameters.Add(new LookupParameter<Configuration>("Configuration", "An item that holds the problem's configuration."));
      Parameters.Add(new ScopeTreeLookupParameter<DoubleArray>("Qualities", "The qualities of the parameter vector."));
      Parameters.Add(new LookupParameter<ResultCollection>("Results", "The results collection to write to."));
    }

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

    public override IOperation Apply() {
      var host = ProblemDefinitionParameter.ActualValue;
      if (host.Instance == null) throw new InvalidOperationException("Script instance is null, maybe the code doesn't compile.");
      var config = ConfigurationParameter.ActualValue;
      var results = ResultsParameter.ActualValue;

      IEnumerable<IScope> scopes = new[] { ExecutionContext.Scope };
      for (var i = 0; i < QualitiesParameter.Depth; i++)
        scopes = scopes.Select(x => (IEnumerable<IScope>)x.SubScopes).Aggregate((a, b) => a.Concat(b));

      var vectors = scopes.Select(scope => Helper.Extract(scope, config)).ToArray();
      host.Instance.Analyze(vectors, QualitiesParameter.ActualValue.Select(x => x.ToArray()).ToArray(), results);
      return base.Apply();
    }
  }
}