#region License Information /* HeuristicLab * Copyright (C) 2002-2011 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 HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Encodings.RealVectorEncoding; using HeuristicLab.Operators; using HeuristicLab.Parameters; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; namespace HeuristicLab.Algorithms.ParticleSwarmOptimization { [Item("ParticleUpdater", "Updates a certain particle taking the current position and velocity into account, as well as the best point and the best point in a local neighborhood.")] [StorableClass] public abstract class ParticleUpdater : SingleSuccessorOperator, IParticleUpdater { public override bool CanChangeName { get { return false; } } #region Parameter properties public ILookupParameter RandomParameter { get { return (ILookupParameter)Parameters["Random"]; } } public ILookupParameter PointParameter { get { return (ILookupParameter)Parameters["Point"]; } } public ILookupParameter VelocityParameter { get { return (ILookupParameter)Parameters["Velocity"]; } } public ILookupParameter PersonalBestPointParameter { get { return (ILookupParameter)Parameters["PersonalBestPoint"]; } } public ILookupParameter BestNeighborPointParameter { get { return (ILookupParameter)Parameters["BestNeighborPoint"]; } } public ILookupParameter BestPointParameter { get { return (ILookupParameter)Parameters["BestPoint"]; } } public ILookupParameter BoundsParameter { get { return (ILookupParameter)Parameters["Bounds"]; } } public ILookupParameter VelocityBoundsParameter { get { return (ILookupParameter)Parameters["VelocityBounds"]; } } public ILookupParameter OmegaParameter { get { return (ILookupParameter)Parameters["Omega"]; } } public ILookupParameter Phi_PParameter { get { return (ILookupParameter)Parameters["Phi_P"]; } } public ILookupParameter Phi_GParameter { get { return (ILookupParameter)Parameters["Phi_G"]; } } #endregion #region Parameter Values protected IRandom Random { get { return RandomParameter.ActualValue; } } protected RealVector Point { get { return PointParameter.ActualValue; } set { PointParameter.ActualValue = value; } } protected RealVector Velocity { get { return VelocityParameter.ActualValue; } set { VelocityParameter.ActualValue = value; } } protected RealVector PersonalBestPoint { get { return PersonalBestPointParameter.ActualValue; } } protected RealVector BestPoint { get { return BestPointParameter.ActualValue; } } protected RealVector BestNeighborPoint { get { return BestNeighborPointParameter.ActualValue; } } protected DoubleMatrix Bounds { get { return BoundsParameter.ActualValue; } } protected DoubleMatrix VelocityBounds { get { return VelocityBoundsParameter.ActualValue; } } protected DoubleValue Omega { get { return OmegaParameter.ActualValue; } } protected DoubleValue Phi_P { get { return Phi_PParameter.ActualValue; } } protected DoubleValue Phi_G { get { return Phi_GParameter.ActualValue; } } #endregion #region Construction & Cloning [StorableConstructor] protected ParticleUpdater(bool deserializing) : base(deserializing) { } protected ParticleUpdater(ParticleUpdater original, Cloner cloner) : base(original, cloner) { } public ParticleUpdater() : base() { Parameters.Add(new LookupParameter("Random", "Random number generator.")); Parameters.Add(new LookupParameter("Point", "Particle's current position")); Parameters.Add(new LookupParameter("Velocity", "Particle's current velocity.")); Parameters.Add(new LookupParameter("PersonalBestPoint", "Particle's personal best position")); Parameters.Add(new LookupParameter("BestPoint", "Global best position")); Parameters.Add(new LookupParameter("BestNeighborPoint", "Best neighboring position")); Parameters.Add(new LookupParameter("Bounds", "The lower and upper bounds for each dimension of the position vector for the current problem.")); Parameters.Add(new LookupParameter("VelocityBounds", "Upper and lower bounds for the particle's velocity vector.")); Parameters.Add(new LookupParameter("Omega", "The weight for the particle's velocity vector.")); Parameters.Add(new LookupParameter("Phi_P", "The weight for the particle's personal best position.")); Parameters.Add(new LookupParameter("Phi_G", "The weight for the global best position.")); } #endregion } }