A modified firefly-inspired algorithm for global computational optimization

This article compares the original firefly-Inspired algorithm (FA) against two versions suggested by the authors. It was found that by using some modifications proposed in this document, the convergence time of the algorithm is reduced, while increasing its precision (i.e. it is able to converge wit...

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Detalles Bibliográficos
Autores: Amaya, Iván, Cruz, Jorge, Correa, Rodrigo
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2014
País:Colombia
Institución:Universidad Nacional de Colombia
Repositorio:Repositorio UN
Idioma:español
OAI Identifier:oai:repositorio.unal.edu.co:unal/50811
Acceso en línea:https://repositorio.unal.edu.co/handle/unal/50811
http://bdigital.unal.edu.co/44812/
Access Level:acceso abierto
Palabra clave:Firefly algorithm
global optimization
standard test functions.
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spelling A modified firefly-inspired algorithm for global computational optimizationAmaya, IvánCruz, JorgeCorrea, RodrigoFirefly algorithmglobal optimizationstandard test functions.This article compares the original firefly-Inspired algorithm (FA) against two versions suggested by the authors. It was found that by using some modifications proposed in this document, the convergence time of the algorithm is reduced, while increasing its precision (i.e. it is able to converge with less error). Thus, it is strongly recommended that these variants are further analyzed, especially for the solution of systems of nonlinear equations, since the exploratory test that has been performed yielded good results (i.e. the roots found by the algorithm were quite close to the theoretical one). Moreover, it was also found that the algorithm is dependent on the swarm size, especially when dealing with planar regions.Universidad Nacional de Colombia Sede Medellín2019-06-29T10:49:58Z2019-06-29T10:49:58Z2014-10-23Artículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTapplication/pdfapplication/pdfhttps://repositorio.unal.edu.co/handle/unal/50811http://bdigital.unal.edu.co/44812/spahttp://revistas.unal.edu.co/index.php/dyna/article/view/46761Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDyna; Vol. 81, núm. 187 (2014); 85-90 DYNA; Vol. 81, núm. 187 (2014); 85-90 2346-2183 0012-7353Amaya, Iván and Cruz, Jorge and Correa, Rodrigo (2014) A modified firefly-inspired algorithm for global computational optimization. Dyna; Vol. 81, núm. 187 (2014); 85-90 DYNA; Vol. 81, núm. 187 (2014); 85-90 2346-2183 0012-7353 .Derechos reservados - Universidad Nacional de ColombiaAtribución-NoComercial 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio UNinstname:Universidad Nacional de Colombiainstacron:Universidad Nacional de Colombia2022-12-22T04:04:57Z
dc.title.none.fl_str_mv A modified firefly-inspired algorithm for global computational optimization
title A modified firefly-inspired algorithm for global computational optimization
spellingShingle A modified firefly-inspired algorithm for global computational optimization
Amaya, Iván
Firefly algorithm
global optimization
standard test functions.
title_short A modified firefly-inspired algorithm for global computational optimization
title_full A modified firefly-inspired algorithm for global computational optimization
title_fullStr A modified firefly-inspired algorithm for global computational optimization
title_full_unstemmed A modified firefly-inspired algorithm for global computational optimization
title_sort A modified firefly-inspired algorithm for global computational optimization
dc.creator.none.fl_str_mv Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
author Amaya, Iván
author_facet Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
author_role author
author2 Cruz, Jorge
Correa, Rodrigo
author2_role author
author
dc.subject.none.fl_str_mv Firefly algorithm
global optimization
standard test functions.
topic Firefly algorithm
global optimization
standard test functions.
description This article compares the original firefly-Inspired algorithm (FA) against two versions suggested by the authors. It was found that by using some modifications proposed in this document, the convergence time of the algorithm is reduced, while increasing its precision (i.e. it is able to converge with less error). Thus, it is strongly recommended that these variants are further analyzed, especially for the solution of systems of nonlinear equations, since the exploratory test that has been performed yielded good results (i.e. the roots found by the algorithm were quite close to the theoretical one). Moreover, it was also found that the algorithm is dependent on the swarm size, especially when dealing with planar regions.
publishDate 2014
dc.date.none.fl_str_mv 2014-10-23
2019-06-29T10:49:58Z
2019-06-29T10:49:58Z
dc.type.none.fl_str_mv Artículo de revista
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
http://purl.org/coar/version/c_970fb48d4fbd8a85
Text
http://purl.org/redcol/resource_type/ART
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/50811
http://bdigital.unal.edu.co/44812/
url https://repositorio.unal.edu.co/handle/unal/50811
http://bdigital.unal.edu.co/44812/
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv http://revistas.unal.edu.co/index.php/dyna/article/view/46761
Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
Dyna; Vol. 81, núm. 187 (2014); 85-90 DYNA; Vol. 81, núm. 187 (2014); 85-90 2346-2183 0012-7353
Amaya, Iván and Cruz, Jorge and Correa, Rodrigo (2014) A modified firefly-inspired algorithm for global computational optimization. Dyna; Vol. 81, núm. 187 (2014); 85-90 DYNA; Vol. 81, núm. 187 (2014); 85-90 2346-2183 0012-7353 .
dc.rights.none.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
Atribución-NoComercial 4.0 Internacional
http://creativecommons.org/licenses/by-nc/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos reservados - Universidad Nacional de Colombia
Atribución-NoComercial 4.0 Internacional
http://creativecommons.org/licenses/by-nc/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional de Colombia Sede Medellín
publisher.none.fl_str_mv Universidad Nacional de Colombia Sede Medellín
dc.source.none.fl_str_mv reponame:Repositorio UN
instname:Universidad Nacional de Colombia
instacron:Universidad Nacional de Colombia
instname_str Universidad Nacional de Colombia
instacron_str Universidad Nacional de Colombia
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reponame_str Repositorio UN
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