Zobrazit minimální záznam

On the behavior and performance of chaos driven PSO algorithm with inertia weight

dc.contributor.authorPluháček, Michal
dc.contributor.authorŠenkeřík, Roman
dc.contributor.authorDavendra, Donald David
dc.contributor.authorKomínková Oplatková, Zuzana
dc.contributor.authorZelinka, Ivan
dc.date.accessioned2013-08-26T10:31:21Z
dc.date.available2013-08-26T10:31:21Z
dc.date.issued2013
dc.identifier.citationComputers & Mathematics with Applications. 2013, vol. 66, issue 2, p. 122-134.cs
dc.identifier.issn0898-1221
dc.identifier.urihttp://hdl.handle.net/10084/100650
dc.description.abstractIn this paper, the utilization of chaos pseudorandom number generators based on three different chaotic maps to alter the behavior and overall performance of PSO algorithm is proposed. This paper presents results of testing the performance and behavior of the proposed algorithm on typical benchmark functions that represent unimodal and multimodal problems. The promising results are analyzed and discussed.cs
dc.language.isoencs
dc.publisherElseviercs
dc.relation.ispartofseriesComputers & Mathematics with Applicationscs
dc.relation.urihttp://dx.doi.org/10.1016/j.camwa.2013.01.016cs
dc.subjectevolutionary algorithmscs
dc.subjectparticle swarmcs
dc.subjectoptimizationcs
dc.subjectswarm intelligencecs
dc.subjectchaoscs
dc.titleOn the behavior and performance of chaos driven PSO algorithm with inertia weightcs
dc.typearticlecs
dc.identifier.doi10.1016/j.camwa.2013.01.016
dc.type.statusPeer-reviewedcs
dc.description.sourceWeb of Sciencecs
dc.description.volume66cs
dc.description.issue2cs
dc.description.lastpage134cs
dc.description.firstpage122cs
dc.identifier.wos000321941300004


Soubory tohoto záznamu

SouboryVelikostFormátZobrazit

K tomuto záznamu nejsou připojeny žádné soubory.

Tento záznam se objevuje v následujících kolekcích

Zobrazit minimální záznam