The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space

Many hard optimization problems can only be effectively handled by meta-heuristic methods. Some continuous optimization problems have specifi c characteristics that demand a particular interest. These features include the location of the optima in a specifi c region of search space. Hence the main g...

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Autores:
Navarro, Ricardo
Puris, Amilkar
Bello, Rafael
Tipo de recurso:
Article of journal
Fecha de publicación:
2013
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/73151
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/73151
http://bdigital.unal.edu.co/37626/
Palabra clave:
continuous optimization
meta-heuristic
search space bounds
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_abf2Navarro, Ricardo7e189261-35c6-4e5a-bf68-9053b322128c300Puris, Amilkard7d405d9-a9ca-4cdd-b90a-0defd7db17e2300Bello, Rafael61ecea12-34d0-41c1-816a-1b4769cbc52e3002019-07-03T15:56:49Z2019-07-03T15:56:49Z2013https://repositorio.unal.edu.co/handle/unal/73151http://bdigital.unal.edu.co/37626/Many hard optimization problems can only be effectively handled by meta-heuristic methods. Some continuous optimization problems have specifi c characteristics that demand a particular interest. These features include the location of the optima in a specifi c region of search space. Hence the main goal of this paper is assessing the  performance of some outstanding population-based meta-heuristics on functions with optima on bounds and problems with optima off bounds. It is studied by taking a set of benchmark functions from the fi eld of optimization as a point of departure.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/39454Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDYNA; Vol. 80, núm. 180 (2013); 60-66 Dyna; Vol. 80, núm. 180 (2013); 60-66 2346-2183 0012-7353Navarro, Ricardo and Puris, Amilkar and Bello, Rafael (2013) The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space. DYNA; Vol. 80, núm. 180 (2013); 60-66 Dyna; Vol. 80, núm. 180 (2013); 60-66 2346-2183 0012-7353 .The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search spaceArtículo 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/ARTcontinuous optimizationmeta-heuristicsearch space boundsORIGINAL39454-208719-1-PB.htmltext/html20062https://repositorio.unal.edu.co/bitstream/unal/73151/1/39454-208719-1-PB.html0cf12e1ee618af56c09be76454a81188MD5139454-175549-1-PB.pdfapplication/pdf270082https://repositorio.unal.edu.co/bitstream/unal/73151/2/39454-175549-1-PB.pdf52abc3ef64bec6353b630cab2e4e6ea3MD52THUMBNAIL39454-175549-1-PB.pdf.jpg39454-175549-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9438https://repositorio.unal.edu.co/bitstream/unal/73151/3/39454-175549-1-PB.pdf.jpg9fd62912a3b8609a0422f0e833608e12MD53unal/73151oai:repositorio.unal.edu.co:unal/731512024-06-19 23:10:37.59Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
title The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
spellingShingle The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
continuous optimization
meta-heuristic
search space bounds
title_short The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
title_full The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
title_fullStr The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
title_full_unstemmed The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
title_sort The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space
dc.creator.fl_str_mv Navarro, Ricardo
Puris, Amilkar
Bello, Rafael
dc.contributor.author.spa.fl_str_mv Navarro, Ricardo
Puris, Amilkar
Bello, Rafael
dc.subject.proposal.spa.fl_str_mv continuous optimization
meta-heuristic
search space bounds
topic continuous optimization
meta-heuristic
search space bounds
description Many hard optimization problems can only be effectively handled by meta-heuristic methods. Some continuous optimization problems have specifi c characteristics that demand a particular interest. These features include the location of the optima in a specifi c region of search space. Hence the main goal of this paper is assessing the  performance of some outstanding population-based meta-heuristics on functions with optima on bounds and problems with optima off bounds. It is studied by taking a set of benchmark functions from the fi eld of optimization as a point of departure.
publishDate 2013
dc.date.issued.spa.fl_str_mv 2013
dc.date.accessioned.spa.fl_str_mv 2019-07-03T15:56:49Z
dc.date.available.spa.fl_str_mv 2019-07-03T15:56:49Z
dc.type.spa.fl_str_mv Artículo de revista
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dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/37626/
url https://repositorio.unal.edu.co/handle/unal/73151
http://bdigital.unal.edu.co/37626/
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/39454
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. 80, núm. 180 (2013); 60-66 Dyna; Vol. 80, núm. 180 (2013); 60-66 2346-2183 0012-7353
dc.relation.references.spa.fl_str_mv Navarro, Ricardo and Puris, Amilkar and Bello, Rafael (2013) The performance of some meta-heuristics in continuous problems studied according to the location of the optima in the search space. DYNA; Vol. 80, núm. 180 (2013); 60-66 Dyna; Vol. 80, núm. 180 (2013); 60-66 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
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
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
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