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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Autores:
Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
Tipo de recurso:
Article of journal
Fecha de publicación:
2014
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
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/
Palabra clave:
Firefly algorithm
global optimization
standard test functions.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Amaya, Iván26796d1a-0895-4f38-9148-2b2c06596858300Cruz, Jorge99ea9935-81cf-40b0-a8f7-8dfa73e595c9300Correa, Rodrigo45253210-6ef4-4d6f-acb1-0c37bb9874243002019-06-29T10:49:58Z2019-06-29T10:49:58Z2014-10-23https://repositorio.unal.edu.co/handle/unal/50811http://bdigital.unal.edu.co/44812/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.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://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 .A modified firefly-inspired algorithm for global computational optimizationArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTFirefly algorithmglobal optimizationstandard test functions.ORIGINAL46761-227076-1-PB.pdfapplication/pdf590339https://repositorio.unal.edu.co/bitstream/unal/50811/1/46761-227076-1-PB.pdf48f72e68a2f35592553043bbc1169a5bMD51THUMBNAIL46761-227076-1-PB.pdf.jpg46761-227076-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9153https://repositorio.unal.edu.co/bitstream/unal/50811/2/46761-227076-1-PB.pdf.jpg81dd02e129e50d0b6bf5dc66910faad6MD52unal/50811oai:repositorio.unal.edu.co:unal/508112022-12-21 23:04:57.702Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.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
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.fl_str_mv Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
dc.contributor.author.spa.fl_str_mv Amaya, Iván
Cruz, Jorge
Correa, Rodrigo
dc.subject.proposal.spa.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.issued.spa.fl_str_mv 2014-10-23
dc.date.accessioned.spa.fl_str_mv 2019-06-29T10:49:58Z
dc.date.available.spa.fl_str_mv 2019-06-29T10:49:58Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.type.content.spa.fl_str_mv Text
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format http://purl.org/coar/resource_type/c_6501
status_str publishedVersion
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/50811
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/44812/
url https://repositorio.unal.edu.co/handle/unal/50811
http://bdigital.unal.edu.co/44812/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/dyna/article/view/46761
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Dyna
Dyna
dc.relation.ispartofseries.none.fl_str_mv Dyna; Vol. 81, núm. 187 (2014); 85-90 DYNA; Vol. 81, núm. 187 (2014); 85-90 2346-2183 0012-7353
dc.relation.references.spa.fl_str_mv 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.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
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dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia Sede Medellín
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/50811/1/46761-227076-1-PB.pdf
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