#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.Text; using HeuristicLab.Core; using HeuristicLab.Data; namespace HeuristicLab.Operators { /// /// Branch of operators that have different probabilities to get executed. /// public class StochasticMultiBranch : OperatorBase { /// public override string Description { get { return @"TODO\r\nOperator description still missing ..."; } } /// /// Initializes a new instance of with two variable infos /// (Probabilities and Random). /// public StochasticMultiBranch() : base() { AddVariableInfo(new VariableInfo("Probabilities", "The probabilities, that define how likely each suboperator/graph is executed. This array must sum to 1", typeof(DoubleArrayData), VariableKind.In)); AddVariableInfo(new VariableInfo("Random", "The pseudo random-generator, used for any random-decision.", typeof(IRandom), VariableKind.In)); } /// /// Applies an operator of the branches to the specified with a /// specific probability. /// /// Thrown when the list of probabilites does not /// match the number of operators or if there was another problem with the list of probabilities. /// The scope to apply the operators on. /// A new with a specific operator, depending /// on its probability, applied on the given . public override IOperation Apply(IScope scope) { IRandom random = GetVariableValue("Random", scope, true); DoubleArrayData probabilities = GetVariableValue("Probabilities", scope, true); if(probabilities.Data.Length != SubOperators.Count) { throw new InvalidOperationException("StochasticMultiBranch: The list of probabilities has to match the number of operators"); } double sum = 0; foreach(double prob in probabilities.Data) { sum+=prob; } double r = random.NextDouble()*sum; sum = 0; IOperator successor = null; for(int i = 0; i < SubOperators.Count; i++) { sum += probabilities.Data[i]; if(sum > r) { successor = SubOperators[i]; break; } } if(successor == null) { throw new InvalidOperationException("StochasticMultiBranch: There was a problem with the list of probabilities"); } return new AtomicOperation(successor, scope); } } }