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Performance profile assessment of electromagnetism-like algorithms for global optimization

Bibliographic Details
Main Author: Rocha, Ana Maria A. C.
Publication Date: 2008
Other Authors: Fernandes, Edite Manuela da G. P.
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/9728
Summary: This paper introduces a modification on the movement force vector of the Birbil and Fang's electromagnetism-like algorithm for solving global optimization problems with bounded variables. The proposed movement vector combines the total force exerted on each point of the population, at the current iteration, with the rate of change in the force vector of a previous iteration. Several widely used benchmark problems were solved to compare the proposed modification with the original algorithm. A performance profile assessment shows the efficiency and robustness of the proposed modification.
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spelling Performance profile assessment of electromagnetism-like algorithms for global optimizationGlobal optimizationElectromagnetism-like algorithmMovement force vectorPerformance profileScience & TechnologyThis paper introduces a modification on the movement force vector of the Birbil and Fang's electromagnetism-like algorithm for solving global optimization problems with bounded variables. The proposed movement vector combines the total force exerted on each point of the population, at the current iteration, with the rate of change in the force vector of a previous iteration. Several widely used benchmark problems were solved to compare the proposed modification with the original algorithm. A performance profile assessment shows the efficiency and robustness of the proposed modification.AIP PublishingUniversidade do MinhoRocha, Ana Maria A. C.Fernandes, Edite Manuela da G. P.20082008-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/1822/9728engSIMOS, Theodore E. ; PSIHOYIOS, George, ed. lit. – “International Electronic Conference on Computer Science (2007)”. Melville, N.Y. : American Institute of Physics, 2008. ISBN 978-0-7354-0590-5. p. 15-18.978-0-7354-0590-50094-243X10.1063/1.3037042info: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:RCAAP2024-05-11T06:52:48Zoai:repositorium.sdum.uminho.pt:1822/9728Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T16:07:29.437302Repositórios 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 Performance profile assessment of electromagnetism-like algorithms for global optimization
title Performance profile assessment of electromagnetism-like algorithms for global optimization
spellingShingle Performance profile assessment of electromagnetism-like algorithms for global optimization
Rocha, Ana Maria A. C.
Global optimization
Electromagnetism-like algorithm
Movement force vector
Performance profile
Science & Technology
title_short Performance profile assessment of electromagnetism-like algorithms for global optimization
title_full Performance profile assessment of electromagnetism-like algorithms for global optimization
title_fullStr Performance profile assessment of electromagnetism-like algorithms for global optimization
title_full_unstemmed Performance profile assessment of electromagnetism-like algorithms for global optimization
title_sort Performance profile assessment of electromagnetism-like algorithms for global optimization
author Rocha, Ana Maria A. C.
author_facet Rocha, Ana Maria A. C.
Fernandes, Edite Manuela da G. P.
author_role author
author2 Fernandes, Edite Manuela da G. P.
author2_role author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Rocha, Ana Maria A. C.
Fernandes, Edite Manuela da G. P.
dc.subject.por.fl_str_mv Global optimization
Electromagnetism-like algorithm
Movement force vector
Performance profile
Science & Technology
topic Global optimization
Electromagnetism-like algorithm
Movement force vector
Performance profile
Science & Technology
description This paper introduces a modification on the movement force vector of the Birbil and Fang's electromagnetism-like algorithm for solving global optimization problems with bounded variables. The proposed movement vector combines the total force exerted on each point of the population, at the current iteration, with the rate of change in the force vector of a previous iteration. Several widely used benchmark problems were solved to compare the proposed modification with the original algorithm. A performance profile assessment shows the efficiency and robustness of the proposed modification.
publishDate 2008
dc.date.none.fl_str_mv 2008
2008-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/9728
url http://hdl.handle.net/1822/9728
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv SIMOS, Theodore E. ; PSIHOYIOS, George, ed. lit. – “International Electronic Conference on Computer Science (2007)”. Melville, N.Y. : American Institute of Physics, 2008. ISBN 978-0-7354-0590-5. p. 15-18.
978-0-7354-0590-5
0094-243X
10.1063/1.3037042
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.publisher.none.fl_str_mv AIP Publishing
publisher.none.fl_str_mv AIP Publishing
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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