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HeuristicLab.Algorithms.ParticleSwarmOptimization

Timestamp:

03/03/17 11:41:43 (8 years ago)

Author:

gkronber

Message:

#2520

Location:

Files:

r13368	r14711
32	32	namespace HeuristicLab.Algorithms.ParticleSwarmOptimization {
33	33	[Item("Multi PSO Topology Updater", "Splits swarm into NrOfSwarms non-overlapping sub-swarms. Swarms are re-grouped every regroupingPeriod iteration. The operator is implemented as described in Liang, J.J. and Suganthan, P.N 2005. Dynamic multi-swarm particle swarm optimizer. IEEE Swarm Intelligence Symposium, pp. 124-129.")]
34		[Storable~~Class~~("1B8BA2EF-29A6-4CA3-A82E-B64442FF5E67")]
	34	[StorableType("1B8BA2EF-29A6-4CA3-A82E-B64442FF5E67")]
35	35	public sealed class MultiPSOTopologyUpdater : SingleSuccessorOperator, ITopologyUpdater {
36	36

r13368	r14711
37	37	[Item("Particle Swarm Optimization (PSO)", "A particle swarm optimization algorithm based on the description in Pedersen, M.E.H. (2010). PhD thesis. University of Southampton.")]
38	38	[Creatable(CreatableAttribute.Categories.PopulationBasedAlgorithms, Priority = 300)]
39		[Storable~~Class~~("873279B8-58E4-456F-B840-75EC7C391291")]
	39	[StorableType("873279B8-58E4-456F-B840-75EC7C391291")]
40	40	public sealed class ParticleSwarmOptimization : HeuristicOptimizationEngineAlgorithm, IStorableContent {
41	41	#region Parameter Properties

r13368	r14711
31	31	namespace HeuristicLab.Algorithms.ParticleSwarmOptimization {
32	32	[Item("ParticleSwarmOptimizationMainLoop", "An operator which represents the main loop of a particle swarm optimization algorithm.")]
33		[Storable~~Class~~("8451459D-2C4D-4B1D-AE82-9AC2A5B43CDB")]
	33	[StorableType("8451459D-2C4D-4B1D-AE82-9AC2A5B43CDB")]
34	34	public class ParticleSwarmOptimizationMainLoop : AlgorithmOperator {
35	35

r13368	r14711
30	30	namespace HeuristicLab.Algorithms.ParticleSwarmOptimization {
31	31	[Item("Random Topology Initializer", "Randomly connectes every particle with k other particles.")]
32		[Storable~~Class~~("51896760-09D3-404D-8ADD-F1A38E21C95A")]
	32	[StorableType("51896760-09D3-404D-8ADD-F1A38E21C95A")]
33	33	public sealed class RandomTopologyInitializer : TopologyInitializer {
34	34	#region Parameters

r13368	r14711
27	27	namespace HeuristicLab.Algorithms.ParticleSwarmOptimization {
28	28	[Item("Ring Topology Initializer", "Connected every particle with its preceeding and its following particle.")]
29		[Storable~~Class~~("1A5B1CD5-ACE0-49F7-89D7-EB567677BD09")]
	29	[StorableType("1A5B1CD5-ACE0-49F7-89D7-EB567677BD09")]
30	30	public sealed class RingTopologyInitializer : TopologyInitializer {
31	31	#region Construction & Cloning

r13368	r14711
30	30	namespace HeuristicLab.Algorithms.ParticleSwarmOptimization {
31	31	[Item("TopologyInitializer", "Groups the particles into neighborhoods according to a certain strategy.")]
32		[Storable~~Class~~("DB19490D-46AA-4EEB-82B2-CB7478AEF6C9")]
	32	[StorableType("DB19490D-46AA-4EEB-82B2-CB7478AEF6C9")]
33	33	public abstract class TopologyInitializer : SingleSuccessorOperator, ITopologyInitializer {
34	34	public override bool CanChangeName {

r13368	r14711
27	27	namespace HeuristicLab.Algorithms.ParticleSwarmOptimization {
28	28	[Item("Von Neumann Topology Initializer", "Every particle is connected with the two following and the two previous particles wrapping around at the beginning and the end of the population.")]
29		[Storable~~Class~~("390FC424-5536-42EF-ADFF-E96822D9D9AF")]
	29	[StorableType("390FC424-5536-42EF-ADFF-E96822D9D9AF")]
30	30	public sealed class VonNeumannTopologyInitializer : TopologyInitializer {
31	31

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