#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.Operators; using HeuristicLab.Parameters; using HEAL.Attic; namespace HeuristicLab.Encodings.RealVectorEncoding { /// /// Checks if all elements of a real vector are inside the bounds. /// If not, the elements are mirrored at the bounds. /// [Item("ReflectiveBoundsChecker", "Checks if all elements of a real vector are inside the bounds. If not, elements are mirrored at the bounds.")] [StorableType("9F043D1C-1F6F-4E53-95F5-ECDBD7C7FF90")] public class ReflectiveBoundsChecker : SingleSuccessorOperator, IRealVectorBoundsChecker { public LookupParameter RealVectorParameter { get { return (LookupParameter)Parameters["RealVector"]; } } public ValueLookupParameter BoundsParameter { get { return (ValueLookupParameter)Parameters["Bounds"]; } } [StorableConstructor] protected ReflectiveBoundsChecker(StorableConstructorFlag _) : base(_) { } protected ReflectiveBoundsChecker(ReflectiveBoundsChecker original, Cloner cloner) : base(original, cloner) { } /// /// Initializes a new instance of with two parameters /// (RealVector, Bounds). /// public ReflectiveBoundsChecker() : base() { Parameters.Add(new LookupParameter("RealVector", "The real-valued vector for which the bounds should be checked.")); Parameters.Add(new ValueLookupParameter("Bounds", "The lower and upper bound (1st and 2nd column) of the positions in the vector. If there are less rows than dimensions, the rows are cycled.")); } public override IDeepCloneable Clone(Cloner cloner) { return new ReflectiveBoundsChecker(this, cloner); } /// /// Checks if all elements of the given are inside the bounds and if not, they are mirrored at the bounds. /// /// The lower and upper bound (1st and 2nd column) of the positions in the vector. If there are less rows than dimensions, the rows are cycled. /// The vector to check. /// The corrected real vector. public static void Apply(RealVector vector, DoubleMatrix bounds) { for (int i = 0; i < vector.Length; i++) { double min = bounds[i % bounds.Rows, 0], max = bounds[i % bounds.Rows, 1]; if (vector[i] < min) { int reflectionCount = (int)Math.Truncate((min - vector[i]) / (max - min)) + 1; double reflection = (min - vector[i]) % (max - min); if (IsOdd(reflectionCount)) vector[i] = min + reflection; else vector[i] = max - reflection; } if (vector[i] > max) { int reflectionCount = (int)Math.Truncate((vector[i] - max) / (max - min)) + 1; double reflection = (vector[i] - max) % (max - min); if (IsOdd(reflectionCount)) vector[i] = max - reflection; else vector[i] = min + reflection; } } } private static bool IsOdd(int number) { return number % 2 == 1; } /// /// Checks if all elements of the given are inside the bounds and if not, they are mirrored at the bounds. /// /// Thrown when either vector or bounds could not be found. /// Calls . /// public override IOperation Apply() { if (RealVectorParameter.ActualValue == null) throw new InvalidOperationException("ReflectiveBoundsChecker: Parameter " + RealVectorParameter.ActualName + " could not be found."); if (BoundsParameter.ActualValue == null) throw new InvalidOperationException("ReflectiveBoundsChecker: Parameter " + BoundsParameter.ActualName + " could not be found."); Apply(RealVectorParameter.ActualValue, BoundsParameter.ActualValue); return base.Apply(); } } }