#region License Information /* HeuristicLab * Copyright (C) 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.Collections.Generic; using System.Linq; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Operators; using HeuristicLab.Optimization; using HeuristicLab.Parameters; using HEAL.Attic; namespace HeuristicLab.Algorithms.ScatterSearch { /// /// An operator that updates the reference set. /// [Item("ReferenceSetUpdateMethod", "An operator that updates the reference set.")] [StorableType("478625DC-87BD-4111-98D1-45A9939198C8")] public sealed class ReferenceSetUpdateMethod : SingleSuccessorOperator { #region Parameter properties public ScopeParameter CurrentScopeParameter { get { return (ScopeParameter)Parameters["CurrentScope"]; } } public IValueLookupParameter ReferenceSetSizeParameter { get { return (IValueLookupParameter)Parameters["ReferenceSetSize"]; } } public IValueLookupParameter SimilarityCalculatorParameter { get { return (IValueLookupParameter)Parameters["SimilarityCalculator"]; } } #endregion #region Properties private IScope CurrentScope { get { return CurrentScopeParameter.ActualValue; } } private IntValue ReferenceSetSize { get { return ReferenceSetSizeParameter.ActualValue; } } #endregion [StorableConstructor] private ReferenceSetUpdateMethod(StorableConstructorFlag _) : base(_) { } private ReferenceSetUpdateMethod(ReferenceSetUpdateMethod original, Cloner cloner) : base(original, cloner) { } public ReferenceSetUpdateMethod() : base() { #region Create parameters Parameters.Add(new ScopeParameter("CurrentScope", "The current scope that contains the population and the reference set.")); Parameters.Add(new ValueLookupParameter("ReferenceSetSize", "The size of the reference set.")); Parameters.Add(new ValueLookupParameter("SimilarityCalculator", "The similarity calculator that should be used to calculate solution similarity.")); #endregion } public override IDeepCloneable Clone(Cloner cloner) { return new ReferenceSetUpdateMethod(this, cloner); } [StorableHook(HookType.AfterDeserialization)] private void AfterDeserialization() { // BackwardsCompatibility3.3 #region Backwards compatible code, remove with 3.4 if (!Parameters.ContainsKey("SimilarityCalculator")) Parameters.Add(new ValueLookupParameter("SimilarityCalculator", "The similarity calculator that should be used to calculate solution similarity.")); #endregion } public override IOperation Apply() { var populationSimilarity = new Dictionary(); var populationScope = CurrentScope.SubScopes[0]; var refSetScope = CurrentScope.SubScopes[1]; var similarityMatrix = SimilarityCalculatorParameter.ActualValue.CalculateSolutionCrowdSimilarity(populationScope, refSetScope); for (int i = 0; i < populationScope.SubScopes.Count; i++) { populationSimilarity[populationScope.SubScopes[i]] = similarityMatrix[i].Sum(); } int numberOfHighQualitySolutions = CurrentScope.SubScopes[1].SubScopes.Count; foreach (var entry in populationSimilarity.OrderBy(x => x.Value).Take(ReferenceSetSize.Value - numberOfHighQualitySolutions)) { CurrentScope.SubScopes[1].SubScopes.Add(entry.Key); CurrentScope.SubScopes[0].SubScopes.Remove(entry.Key); } return base.Apply(); } } }