#region License Information /* HeuristicLab * Copyright (C) 2002-2008 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.Collections.Generic; using System.Linq; using System.Text; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Random; namespace HeuristicLab.ES { public class VariableStrengthRepeatingManipulator : OperatorBase { public override string Description { get { return @"Applies its suboperator a number of times depending on the ShakingFactor"; } } public VariableStrengthRepeatingManipulator() : base() { AddVariableInfo(new VariableInfo("Random", "Pseudo random number generator", typeof(IRandom), VariableKind.In)); AddVariableInfo(new VariableInfo("ShakingFactor", "Determines the strength of the mutation (repeated application of the operator)", typeof(DoubleData), VariableKind.In)); } public override IOperation Apply(IScope scope) { IRandom random = GetVariableValue("Random", scope, true); double shakingFactor = scope.GetVariableValue("ShakingFactor", true).Data; NormalDistributedRandom N = new NormalDistributedRandom(random, 1.0, shakingFactor); int strength = (int)Math.Ceiling(Math.Abs(N.NextDouble())); if (strength == 0) strength = 1; CompositeOperation co = new CompositeOperation(); co.ExecuteInParallel = false; for (int i = 0; i < strength; i++) { co.AddOperation(new AtomicOperation(SubOperators[0], scope)); } return co; } } }