Fractional Particle Swarm Optimization

Bibliographic Details
Main Author: Pires, E. J. Solteiro
Publication Date: 2010
Other Authors: Tenreiro Machado, J. A., Oliveira, P. B. de Moura
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.22/13605
Summary: The paper addresses new perspective of the PSO including a fractional block. The local gain is replaced by one of fractional order considering several previous positions of the PSO particles. The algorithm is evaluated for several well known test functions and the relationship between the fractional order and the convergence of the algorithm is observed. The fractional order influences directly the algorithm convergence rate demonstrating a large potencial for developments.
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spelling Fractional Particle Swarm OptimizationFractional CalculusParticle Swarm OptimizationThe paper addresses new perspective of the PSO including a fractional block. The local gain is replaced by one of fractional order considering several previous positions of the PSO particles. The algorithm is evaluated for several well known test functions and the relationship between the fractional order and the convergence of the algorithm is observed. The fractional order influences directly the algorithm convergence rate demonstrating a large potencial for developments.REPOSITÓRIO P.PORTOPires, E. J. SolteiroTenreiro Machado, J. A.Oliveira, P. B. de Moura2019-04-16T13:59:47Z2010-102010-10-01T00:00:00Zconference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/10400.22/13605enginfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-04-02T03:27:11Zoai:recipp.ipp.pt:10400.22/13605Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T00:56:49.045525Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Fractional Particle Swarm Optimization
title Fractional Particle Swarm Optimization
spellingShingle Fractional Particle Swarm Optimization
Pires, E. J. Solteiro
Fractional Calculus
Particle Swarm Optimization
title_short Fractional Particle Swarm Optimization
title_full Fractional Particle Swarm Optimization
title_fullStr Fractional Particle Swarm Optimization
title_full_unstemmed Fractional Particle Swarm Optimization
title_sort Fractional Particle Swarm Optimization
author Pires, E. J. Solteiro
author_facet Pires, E. J. Solteiro
Tenreiro Machado, J. A.
Oliveira, P. B. de Moura
author_role author
author2 Tenreiro Machado, J. A.
Oliveira, P. B. de Moura
author2_role author
author
dc.contributor.none.fl_str_mv REPOSITÓRIO P.PORTO
dc.contributor.author.fl_str_mv Pires, E. J. Solteiro
Tenreiro Machado, J. A.
Oliveira, P. B. de Moura
dc.subject.por.fl_str_mv Fractional Calculus
Particle Swarm Optimization
topic Fractional Calculus
Particle Swarm Optimization
description The paper addresses new perspective of the PSO including a fractional block. The local gain is replaced by one of fractional order considering several previous positions of the PSO particles. The algorithm is evaluated for several well known test functions and the relationship between the fractional order and the convergence of the algorithm is observed. The fractional order influences directly the algorithm convergence rate demonstrating a large potencial for developments.
publishDate 2010
dc.date.none.fl_str_mv 2010-10
2010-10-01T00:00:00Z
2019-04-16T13:59:47Z
dc.type.driver.fl_str_mv conference object
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.22/13605
url http://hdl.handle.net/10400.22/13605
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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