Solving engineering optimization problems with the simple constrained particle swarm optimizer

Autores
Cagnina, Leticia Cecilia; Esquivel, Susana Cecilia; Coello Coello, Carlos
Año de publicación
2008
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
This paper introduces a particle swarm optimization algorithm to solve constrained engineering optimization problems. The proposed approach uses a relatively simple method to handle constraints and a different mechanism to update the velocity and position of each particle. The algorithm is validated using four standard engineering design problems reported in the specialized literature and it is compared with respect to algorithms representative of the state-of-the-art in the area. Our results indicate that the proposed scheme is a promising alternative to solve this sort of problems because it obtains good results with a low number of objective functions evaluations.
Fil: Cagnina, Leticia Cecilia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Fil: Esquivel, Susana Cecilia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Fil: Coello Coello, Carlos. Instituto Politécnico Nacional. Centro de Investigación y de Estudios Avanzados; México
Materia
CONSTRAINED OPTIMIZATION
ENGINEERING PROBLEMS
PARTICLE SWARM OPTIMIZATION
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/159819
Acceder
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network_acronym_str CONICETDig
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network_name_str CONICET Digital (CONICET)
spelling Solving engineering optimization problems with the simple constrained particle swarm optimizerCagnina, Leticia CeciliaEsquivel, Susana CeciliaCoello Coello, CarlosCONSTRAINED OPTIMIZATIONENGINEERING PROBLEMSPARTICLE SWARM OPTIMIZATIONhttps://purl.org/becyt/ford/2.2https://purl.org/becyt/ford/2This paper introduces a particle swarm optimization algorithm to solve constrained engineering optimization problems. The proposed approach uses a relatively simple method to handle constraints and a different mechanism to update the velocity and position of each particle. The algorithm is validated using four standard engineering design problems reported in the specialized literature and it is compared with respect to algorithms representative of the state-of-the-art in the area. Our results indicate that the proposed scheme is a promising alternative to solve this sort of problems because it obtains good results with a low number of objective functions evaluations.Fil: Cagnina, Leticia Cecilia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; ArgentinaFil: Esquivel, Susana Cecilia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; ArgentinaFil: Coello Coello, Carlos. Instituto Politécnico Nacional. Centro de Investigación y de Estudios Avanzados; MéxicoSlovenian Society Informatika2008-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/159819Cagnina, Leticia Cecilia; Esquivel, Susana Cecilia; Coello Coello, Carlos; Solving engineering optimization problems with the simple constrained particle swarm optimizer; Slovenian Society Informatika; Informatica; 32; 3; 12-2008; 319-3260350-55961854-3871CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.informatica.si/index.php/informatica/article/view/204info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-17T11:53:16Zoai:ri.conicet.gov.ar:11336/159819instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-17 11:53:16.563CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Solving engineering optimization problems with the simple constrained particle swarm optimizer
title Solving engineering optimization problems with the simple constrained particle swarm optimizer
spellingShingle Solving engineering optimization problems with the simple constrained particle swarm optimizer
Cagnina, Leticia Cecilia
CONSTRAINED OPTIMIZATION
ENGINEERING PROBLEMS
PARTICLE SWARM OPTIMIZATION
title_short Solving engineering optimization problems with the simple constrained particle swarm optimizer
title_full Solving engineering optimization problems with the simple constrained particle swarm optimizer
title_fullStr Solving engineering optimization problems with the simple constrained particle swarm optimizer
title_full_unstemmed Solving engineering optimization problems with the simple constrained particle swarm optimizer
title_sort Solving engineering optimization problems with the simple constrained particle swarm optimizer
dc.creator.none.fl_str_mv Cagnina, Leticia Cecilia
Esquivel, Susana Cecilia
Coello Coello, Carlos
author Cagnina, Leticia Cecilia
author_facet Cagnina, Leticia Cecilia
Esquivel, Susana Cecilia
Coello Coello, Carlos
author_role author
author2 Esquivel, Susana Cecilia
Coello Coello, Carlos
author2_role author
author
dc.subject.none.fl_str_mv CONSTRAINED OPTIMIZATION
ENGINEERING PROBLEMS
PARTICLE SWARM OPTIMIZATION
topic CONSTRAINED OPTIMIZATION
ENGINEERING PROBLEMS
PARTICLE SWARM OPTIMIZATION
purl_subject.fl_str_mv https://purl.org/becyt/ford/2.2
https://purl.org/becyt/ford/2
dc.description.none.fl_txt_mv This paper introduces a particle swarm optimization algorithm to solve constrained engineering optimization problems. The proposed approach uses a relatively simple method to handle constraints and a different mechanism to update the velocity and position of each particle. The algorithm is validated using four standard engineering design problems reported in the specialized literature and it is compared with respect to algorithms representative of the state-of-the-art in the area. Our results indicate that the proposed scheme is a promising alternative to solve this sort of problems because it obtains good results with a low number of objective functions evaluations.
Fil: Cagnina, Leticia Cecilia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Fil: Esquivel, Susana Cecilia. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - San Luis; Argentina. Universidad Nacional de San Luis. Facultad de Ciencias Físico Matemáticas y Naturales. Departamento de Informática. Laboratorio Investigación y Desarrollo en Inteligencia Computacional; Argentina
Fil: Coello Coello, Carlos. Instituto Politécnico Nacional. Centro de Investigación y de Estudios Avanzados; México
description This paper introduces a particle swarm optimization algorithm to solve constrained engineering optimization problems. The proposed approach uses a relatively simple method to handle constraints and a different mechanism to update the velocity and position of each particle. The algorithm is validated using four standard engineering design problems reported in the specialized literature and it is compared with respect to algorithms representative of the state-of-the-art in the area. Our results indicate that the proposed scheme is a promising alternative to solve this sort of problems because it obtains good results with a low number of objective functions evaluations.
publishDate 2008
dc.date.none.fl_str_mv 2008-12
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/159819
Cagnina, Leticia Cecilia; Esquivel, Susana Cecilia; Coello Coello, Carlos; Solving engineering optimization problems with the simple constrained particle swarm optimizer; Slovenian Society Informatika; Informatica; 32; 3; 12-2008; 319-326
0350-5596
1854-3871
CONICET Digital
CONICET
url http://hdl.handle.net/11336/159819
identifier_str_mv Cagnina, Leticia Cecilia; Esquivel, Susana Cecilia; Coello Coello, Carlos; Solving engineering optimization problems with the simple constrained particle swarm optimizer; Slovenian Society Informatika; Informatica; 32; 3; 12-2008; 319-326
0350-5596
1854-3871
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://www.informatica.si/index.php/informatica/article/view/204
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Slovenian Society Informatika
publisher.none.fl_str_mv Slovenian Society Informatika
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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score 13.001348

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