source: addons/HeuristicLab.FitnessLandscapeAnalysis/HeuristicLab.Analysis.FitnessLandscape/Analysis/Aggregators/BoundingBoxAggregator.cs @ 16173

using System;
using System.Collections.Generic;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Optimization;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;

namespace HeuristicLab.Analysis.FitnessLandscape {

  [Item("BoundingBox Aggregator", "Aggregates bounding boxes")]
  [StorableClass]
  public class BoundingBoxAggregator : Aggregator<DoubleMatrix> {

    [StorableConstructor]
    protected BoundingBoxAggregator(bool deserializing) : base(deserializing) { }
    protected BoundingBoxAggregator(BoundingBoxAggregator original, Cloner cloner) : base(original, cloner) { }
    public BoundingBoxAggregator() { }
    public override IDeepCloneable Clone(Cloner cloner) {
      return new BoundingBoxAggregator(this, cloner);
    }

    public override IResult CreateResult() {
      return new Result("BoundingBox Analysis", Aggregate(items));
    }

    public static DataTable Aggregate(List<DoubleMatrix> boundingBoxes) {
      DataTable table = new DataTable("Bounding Box Analysis");
      DataRow volumes = new DataRow("Volumes");
      table.Rows.Add(volumes);
      foreach (DoubleMatrix matrix in boundingBoxes) {
        double volume = 1;
        for (int i = 0; i < matrix.Rows; i++) {
          volume *= matrix[i, 1] - matrix[i, 0];
        }
        volumes.Values.Add(Math.Pow(volume, 1.0 / matrix.Rows));
      }
      DataRow nrOfOverlapsRow = new DataRow("Nr of Overlaps");
      nrOfOverlapsRow.VisualProperties.SecondYAxis = true;
      table.Rows.Add(nrOfOverlapsRow);
      DataRow minDistanceRow = new DataRow("MinDistance");
      DataRow maxDistanceRow = new DataRow("MaxDistance");
      table.Rows.Add(minDistanceRow);
      table.Rows.Add(maxDistanceRow);
      foreach (DoubleMatrix a in boundingBoxes) {
        double minDistance = double.MaxValue;
        double maxDistance = double.MinValue;
        int nrOfOverlaps = 0;
        foreach (DoubleMatrix b in boundingBoxes) {
          if (a == b)
            continue;
          double distance = 0;
          for (int i = 0; i < a.Rows; i++) {
            if (a[i, 1] < b[i, 0])
              distance += square(b[i, 0] - a[i, 1]);
            else if (b[i, 1] < a[i, 0])
              distance += square(a[i, 0] - b[i, 1]);
          }
          distance = Math.Sqrt(distance);
          if (distance == 0)
            nrOfOverlaps++;
          minDistance = Math.Min(minDistance, distance);
          maxDistance = Math.Max(maxDistance, distance);
        }
        minDistanceRow.Values.Add(minDistance);
        maxDistanceRow.Values.Add(maxDistance);
        nrOfOverlapsRow.Values.Add(nrOfOverlaps);
      }
      return table;
    }

    private static double square(double x) {
      return x * x;
    }
  }
}