#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 System.Linq; using HEAL.Attic; using HeuristicLab.Analysis; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Optimization; using HeuristicLab.Optimization.Operators; using HeuristicLab.Parameters; namespace HeuristicLab.Encodings.IntegerVectorEncoding { [StorableType("c6081457-a3de-45ce-9f47-e0eb1c851bd2")] public abstract class IntegerVectorProblem : SingleObjectiveProblem { [Storable] protected ReferenceParameter DimensionRefParameter { get; private set; } [Storable] protected ReferenceParameter BoundsRefParameter { get; private set; } [Storable] public IResult> BestSolutionResult { get; private set; } public int Dimension { get { return DimensionRefParameter.Value.Value; } protected set { DimensionRefParameter.Value.Value = value; } } public IntMatrix Bounds { get { return BoundsRefParameter.Value; } protected set { BoundsRefParameter.Value = value; } } protected ISingleObjectiveSolutionContext BestSolution { get => BestSolutionResult.Value; set => BestSolutionResult.Value = value; } [StorableConstructor] protected IntegerVectorProblem(StorableConstructorFlag _) : base(_) { } [StorableHook(HookType.AfterDeserialization)] private void AfterDeserialization() { RegisterEventHandlers(); } protected IntegerVectorProblem(IntegerVectorProblem original, Cloner cloner) : base(original, cloner) { DimensionRefParameter = cloner.Clone(original.DimensionRefParameter); BoundsRefParameter = cloner.Clone(original.BoundsRefParameter); BestSolutionResult = cloner.Clone(original.BestSolutionResult); RegisterEventHandlers(); } protected IntegerVectorProblem() : this(new IntegerVectorEncoding() { Length = 10 }) { } protected IntegerVectorProblem(IntegerVectorEncoding encoding) : base(encoding) { EncodingParameter.ReadOnly = true; EvaluatorParameter.ReadOnly = true; Parameters.Add(DimensionRefParameter = new ReferenceParameter("Dimension", "The dimension of the integer vector problem.", Encoding.LengthParameter)); Parameters.Add(BoundsRefParameter = new ReferenceParameter("Bounds", "The bounding box and step sizes of the values.", Encoding.BoundsParameter)); Results.Add(BestSolutionResult = new Result>("Best Solution", "The best solution found so far.")); Operators.Add(new HammingSimilarityCalculator()); // TODO: These should be added in the SingleObjectiveProblem base class (if they were accessible from there) Operators.Add(new QualitySimilarityCalculator()); Operators.Add(new PopulationSimilarityAnalyzer(Operators.OfType())); Parameterize(); RegisterEventHandlers(); } public override void Analyze(ISingleObjectiveSolutionContext[] solutionContexts, IRandom random) { base.Analyze(solutionContexts, random); var best = GetBest(solutionContexts); if (BestSolution == null || IsBetter(best, BestSolution)) BestSolution = best.Clone() as SingleObjectiveSolutionContext; } protected override sealed void OnEvaluatorChanged() { throw new InvalidOperationException("Evaluator may not change!"); } protected override sealed void OnEncodingChanged() { throw new InvalidOperationException("Encoding may not change!"); } protected override void ParameterizeOperators() { base.ParameterizeOperators(); Parameterize(); } private void Parameterize() { // TODO: this is done in base class as well (but operators are added at this level of the hierarchy) foreach (var similarityCalculator in Operators.OfType()) { similarityCalculator.SolutionVariableName = Encoding.Name; similarityCalculator.QualityVariableName = Evaluator.QualityParameter.ActualName; } } private void RegisterEventHandlers() { IntValueParameterChangeHandler.Create(DimensionRefParameter, DimensionOnChanged); IntMatrixParameterChangeHandler.Create(BoundsRefParameter, BoundsOnChanged); } protected virtual void DimensionOnChanged() { } protected virtual void BoundsOnChanged() { } } }