Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network

ABSTRACT: Colombian environmental authorities are exploring new alternatives for improving the disposal of hospital waste generated in the Department of Boyacá (Colombia). To design this hospital waste management network we propose a biobjective obnoxious facility location problem (BOOFLP) that deal...

Full description

Autores:
Villegas Ramírez, Juan Guillermo
Rodríguez Coca, Diana Mercedes
Tipo de recurso:
Article of investigation
Fecha de publicación:
2009
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/7979
Acceso en línea:
http://hdl.handle.net/10495/7979
https://doi.org/10.1007/s10732-008-9070-6
Palabra clave:
Instalaciones
Algoritmos genéticos
Algoritmos evolutivos
NSGA II
Optimización multiobjetivo
Rights
openAccess
License
https://creativecommons.org/licenses/by/4.0/
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dc.title.spa.fl_str_mv Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
title Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
spellingShingle Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
Instalaciones
Algoritmos genéticos
Algoritmos evolutivos
NSGA II
Optimización multiobjetivo
title_short Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
title_full Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
title_fullStr Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
title_full_unstemmed Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
title_sort Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network
dc.creator.fl_str_mv Villegas Ramírez, Juan Guillermo
Rodríguez Coca, Diana Mercedes
dc.contributor.author.none.fl_str_mv Villegas Ramírez, Juan Guillermo
Rodríguez Coca, Diana Mercedes
dc.contributor.researchgroup.spa.fl_str_mv INCAS-Innovación y Gestión de Cadenas de Abastecimiento
dc.subject.none.fl_str_mv Instalaciones
Algoritmos genéticos
Algoritmos evolutivos
NSGA II
Optimización multiobjetivo
topic Instalaciones
Algoritmos genéticos
Algoritmos evolutivos
NSGA II
Optimización multiobjetivo
description ABSTRACT: Colombian environmental authorities are exploring new alternatives for improving the disposal of hospital waste generated in the Department of Boyacá (Colombia). To design this hospital waste management network we propose a biobjective obnoxious facility location problem (BOOFLP) that deals with the existing tradeoff between a low-cost operating network and the negative effect on the population living near the waste management facilities. To solve the BOOFLP we propose a hybrid approach that combines a multiobjective evolutionary algorithm (NSGA II) with a mixed-integer program. The algorithms are compared against the Noninferior Set Estimation (NISE) method and tested on data from Boyacá’s hospital waste management network and publicly available instances.
publishDate 2009
dc.date.issued.none.fl_str_mv 2009
dc.date.accessioned.none.fl_str_mv 2017-08-18T13:32:53Z
dc.date.available.none.fl_str_mv 2017-08-18T13:32:53Z
dc.type.spa.fl_str_mv Artículo de investigación
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dc.identifier.citation.spa.fl_str_mv Medaglia, A. L., Villegas Ramírez, J. G., & Rodríguez Coca, D. M. (2009). Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network. Journal Of Heuristics. 15(2), 153-176. https://doi.org/10.1007/s10732-008-9070-6
dc.identifier.issn.none.fl_str_mv 1381-1231
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10495/7979
dc.identifier.doi.none.fl_str_mv https://doi.org/10.1007/s10732-008-9070-6
dc.identifier.eissn.none.fl_str_mv 1572-9397
identifier_str_mv Medaglia, A. L., Villegas Ramírez, J. G., & Rodríguez Coca, D. M. (2009). Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network. Journal Of Heuristics. 15(2), 153-176. https://doi.org/10.1007/s10732-008-9070-6
1381-1231
1572-9397
url http://hdl.handle.net/10495/7979
https://doi.org/10.1007/s10732-008-9070-6
dc.language.iso.spa.fl_str_mv eng
language eng
dc.relation.citationendpage.spa.fl_str_mv 176
dc.relation.citationissue.spa.fl_str_mv 2
dc.relation.citationstartpage.spa.fl_str_mv 153
dc.relation.citationvolume.spa.fl_str_mv 15
dc.relation.ispartofjournal.spa.fl_str_mv Journal of Heuristics
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by/4.0/
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dc.rights.accessrights.*.fl_str_mv Atribución 2.5 Colombia (CC BY 2.5 CO)
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spelling Villegas Ramírez, Juan GuillermoRodríguez Coca, Diana MercedesINCAS-Innovación y Gestión de Cadenas de Abastecimiento2017-08-18T13:32:53Z2017-08-18T13:32:53Z2009Medaglia, A. L., Villegas Ramírez, J. G., & Rodríguez Coca, D. M. (2009). Hybrid biobjective evolutionary algorithms for the design of a hospital waste management network. Journal Of Heuristics. 15(2), 153-176. https://doi.org/10.1007/s10732-008-9070-61381-1231http://hdl.handle.net/10495/7979https://doi.org/10.1007/s10732-008-9070-61572-9397ABSTRACT: Colombian environmental authorities are exploring new alternatives for improving the disposal of hospital waste generated in the Department of Boyacá (Colombia). To design this hospital waste management network we propose a biobjective obnoxious facility location problem (BOOFLP) that deals with the existing tradeoff between a low-cost operating network and the negative effect on the population living near the waste management facilities. To solve the BOOFLP we propose a hybrid approach that combines a multiobjective evolutionary algorithm (NSGA II) with a mixed-integer program. 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