Changeset 16310 for branches/2943_MOBasicProblem_MOCMAES/HeuristicLab.Analysis/3.3/MultiObjective/TimelineAnalyzer.cs

Timestamp:

11/20/18 14:53:51 (5 years ago)

Author:

bwerth

Message:

#2943 worked on MOBasicProblem and MOAnalyzers

Location:

branches/2943_MOBasicProblem_MOCMAES/HeuristicLab.Analysis

Files:

• . (modified) (1 prop)
• 3.3/MultiObjective/TimelineAnalyzer.cs (copied) (copied from branches/2943_MOBasicProblem_MOCMAES/HeuristicLab.Problems.TestFunctions.MultiObjective/3.3/Analyzers/SpacingAnalyzer.cs) (1 diff)

branches/2943_MOBasicProblem_MOCMAES/HeuristicLab.Analysis/3.3/MultiObjective/TimelineAnalyzer.cs

@@ -20 +20 @@
 #endregion
 
+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.TestFunctions.MultiObjective {
+namespace HeuristicLab.Analysis {
   [StorableClass]
-  [Item("SpacingAnalyzer", "The spacing of the current front (see Multi-Objective Performance Metrics - Shodhganga for more information)")]
-  public class SpacingAnalyzer : MOTFAnalyzer {
+  [Item("TimelineAnalyzer", "Collects the specified double values from the results and displays them as a timeline")]
+  public class TimelineAnalyzer : SingleSuccessorOperator, IAnalyzer, IMultiObjectiveOperator {
+    public bool EnabledByDefault => true;
+    public string ResultName => "Timeline";
 
-    public IResultParameter<DoubleValue> SpacingResultParameter {
-      get { return (IResultParameter<DoubleValue>)Parameters["Spacing"]; }
-    }
+    public IFixedValueParameter<CheckedItemList<StringValue>> CollectedSuccessMeasuresParameter => 
+      (IFixedValueParameter<CheckedItemList<StringValue>>)Parameters["CollectedSuccessMeasures"];
+
+    public ILookupParameter<ResultCollection> ResultsParameter => (ILookupParameter<ResultCollection>)Parameters["Results"];
+
+    public ResultParameter<DataTable> ResultParameter => (ResultParameter<DataTable>)Parameters[ResultName];
+
+    public CheckedItemList<StringValue> CollectedSuccessMeasures => CollectedSuccessMeasuresParameter.Value;
+
     [StorableConstructor]
-    protected SpacingAnalyzer(bool deserializing) : base(deserializing) { }
+    protected TimelineAnalyzer(bool deserializing) : base(deserializing) { }
 
 
-    protected SpacingAnalyzer(SpacingAnalyzer original, Cloner cloner) : base(original, cloner) { }
+    protected TimelineAnalyzer(TimelineAnalyzer original, Cloner cloner) : base(original, cloner) { }
     public override IDeepCloneable Clone(Cloner cloner) {
-      return new SpacingAnalyzer(this, cloner);
+      return new TimelineAnalyzer(this, cloner);
     }
 
-    public SpacingAnalyzer() {
-      Parameters.Add(new ResultParameter<DoubleValue>("Spacing", "The spacing of the current front"));
-      SpacingResultParameter.DefaultValue = new DoubleValue(double.NaN);
+    public TimelineAnalyzer() {
+      var names = new List<string> {
+        new CrowdingAnalyzer().ResultName,
+        new GenerationalDistanceAnalyzer().ResultName,
+        new InvertedGenerationalDistanceAnalyzer().ResultName,
+        new HypervolumeAnalyzer().ResultName,
+        new SpacingAnalyzer().ResultName
+      };
+      var analyzers = new CheckedItemList<StringValue> (names.Select(n=> new StringValue(n)));
+      Parameters.Add(new FixedValueParameter<CheckedItemList<StringValue>>("CollectedSuccessMeasures",analyzers));
+      Parameters.Add(new LookupParameter<ResultCollection>("Results"));
+      Parameters.Add(new ResultParameter<DataTable>("Timeline", "The development of the success measures over the generations","Results", new DataTable("Timeline","")));
     }
 
     public override IOperation Apply() {
-      var qualities = QualitiesParameter.ActualValue;
-      SpacingResultParameter.ActualValue.Value = SpacingCalculator.CalculateSpacing(qualities);
+      if (ResultParameter.ActualValue == null) ResultParameter.ActualValue = new DataTable(ResultName,"");
+      var plot = ResultParameter.ActualValue;
+      var resultCollection = ResultsParameter.ActualValue;
+      foreach (var resultName in CollectedSuccessMeasures.CheckedItems.Select(i=>i.Value.Value)) {
+        if(!resultCollection.ContainsKey(resultName)) continue;
+        if(!(resultCollection[resultName].Value is DoubleValue res)) continue;
+        if(!plot.Rows.ContainsKey(resultName)) plot.Rows.Add(new DataRow(resultName));
+        plot.Rows[resultName].Values.Add(res.Value);
+      }
       return base.Apply();
     }