#region License Information /* HeuristicLab * Copyright (C) 2002-2019 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 . */ #endregion using System; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Encodings.PermutationEncoding; using HeuristicLab.Optimization.Operators; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; namespace HeuristicLab.Problems.QuadraticAssignment { /// /// An operator that performs similarity calculation between two quadratic assignment solutions. /// /// /// The operator calculates the similarity based on the number of edges the two solutions have in common. /// [Item("QAPSimilarityCalculator", "An operator that performs similarity calculation between two quadratic assignment solutions. The operator calculates the similarity based on the number of edges the two solutions have in common.")] [StorableClass] public sealed class QAPSimilarityCalculator : SingleObjectiveSolutionSimilarityCalculator { protected override bool IsCommutative { get { return true; } } [Storable] public DoubleMatrix Weights { get; set; } [Storable] public DoubleMatrix Distances { get; set; } private QAPSimilarityCalculator(bool deserializing) : base(deserializing) { } private QAPSimilarityCalculator(QAPSimilarityCalculator original, Cloner cloner) : base(original, cloner) { Weights = cloner.Clone(original.Weights); Distances = cloner.Clone(original.Distances); } public QAPSimilarityCalculator() : base() { } public override IDeepCloneable Clone(Cloner cloner) { return new QAPSimilarityCalculator(this, cloner); } public static double CalculateSimilarity(Permutation left, Permutation right, DoubleMatrix weights, DoubleMatrix distances) { if (left == null || right == null) throw new ArgumentException("Cannot calculate similarity because one of the provided solutions or both are null."); if (left.Length != right.Length) throw new ArgumentException("Cannot calculate similarity because the provided solutions have different lengths."); if (left.Length == 0) throw new ArgumentException("Cannot calculate similarity because solutions are of length 0."); if (ReferenceEquals(left, right)) return 1.0; return QAPPermutationProximityCalculator.CalculatePhenotypeSimilarity(left, right, weights, distances); } public override double CalculateSolutionSimilarity(IScope leftSolution, IScope rightSolution) { var sol1 = leftSolution.Variables[SolutionVariableName].Value as Permutation; var sol2 = rightSolution.Variables[SolutionVariableName].Value as Permutation; return CalculateSimilarity(sol1, sol2, Weights, Distances); } } }