Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review

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dc.article.number129
dc.catalogadorjlo
dc.contributor.authorBecerra-Rozas, Marcelo
dc.contributor.authorLemus Romani, José Isaac
dc.contributor.authorCisternas Caneo, Felipe
dc.contributor.authorCrawford, Broderick
dc.contributor.authorSoto, Ricardo
dc.contributor.authorAstorga, Gino
dc.contributor.authorCastro, Carlos
dc.contributor.authorGarcía, José
dc.date.accessioned2026-01-09T14:32:15Z
dc.date.available2026-01-09T14:32:15Z
dc.date.issued2023
dc.description.abstractFor years, extensive research has been in the binarization of continuous metaheuristics for solving binary-domain combinatorial problems. This paper is a continuation of a previous review and seeks to draw a comprehensive picture of the various ways to binarize this type of metaheuristics; the study uses a standard systematic review consisting of the analysis of 512 publications from 2017 to January 2022 (5 years). The work will provide a theoretical foundation for novice researchers tackling combinatorial optimization using metaheuristic algorithms and for expert researchers analyzing the binarization mechanism’s impact on the metaheuristic algorithms’ performance. Structuring this information allows for improving the results of metaheuristics and broadening the spectrum of binary problems to be solved. We can conclude from this study that there is no single general technique capable of efficient binarization; instead, there are multiple forms with different performances.
dc.fechaingreso.objetodigital2026-01-09
dc.format.extent32 páginas
dc.identifier.doi10.3390/math11010129
dc.identifier.eissn2227-7390
dc.identifier.scopusidSCOPUS_ID:85146023142
dc.identifier.urihttps://doi.org/10.3390/math11010129
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/107619
dc.identifier.wosidWOS:000910173900001
dc.information.autorucEscuela de Construcción Civil; Lemus Romani, José Isaac; 0000-0001-5379-0315; 1223124
dc.issue.numero1
dc.language.isoen
dc.nota.accesocontenido completo
dc.revistaMathematics
dc.rightsacceso abierto
dc.rights.licenseCC BY 4.0 Attribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectBinarization
dc.subjectCombinatorial problems
dc.subjectContinuous metaheuristics
dc.subjectDiscretization methods
dc.subjectReview
dc.subject.ddc510
dc.titleContinuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review
dc.typereseña
dc.volumen11
sipa.codpersvinculados1223124
sipa.trazabilidadSCOPUS;02-03-2023
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