Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness

This article shows a genetic algorithm that makes possible to fnd a feasible and acceptable solution to a manufacturing cell formation problem. The proposed genetic algorithm includes a new approach of the usually known aptitude function for this kind of problem resulting in a more exact solution. I...

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Fecha de publicación:: 2007

Institución:: Universidad Industrial de Santander

Repositorio:: Repositorio UIS

Idioma:: spa

id	UISANTADR2_4fe9835b7c540ac3bd0bab5a253d1dc3
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network_acronym_str	UISANTADR2
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spelling	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)http://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessAtribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)2007-10-192022-03-14T20:29:21Z2022-03-14T20:29:21Zhttps://revistas.uis.edu.co/index.php/revistauisingenierias/article/view/411https://noesis.uis.edu.co/handle/20.500.14071/8103This article shows a genetic algorithm that makes possible to fnd a feasible and acceptable solution to a manufacturing cell formation problem. The proposed genetic algorithm includes a new approach of the usually known aptitude function for this kind of problem resulting in a more exact solution. In order to validate the algorithm genetic operators this work includes a practical example with an imaginary company which wants to organize four manufacturing cells taking in account 30 different products using 10 machine types.   Este artículo desarrolla un algoritmo genético a través del cual es posible obtener una solución factible y satisfactoria al problema de conformación de celdas de manufactura. El algoritmo genético propuesto incluye un nuevo planteamiento de la función de aptitud tradicionalmente empleada para resolver este problema, permitiendo obtener una solución más ajustada a la realidad. Para validar el esquema y los operadores genéticos diseñados, se presenta un ejemplo de aplicación en donde se supone la existencia de una empresa que desea organizar de una manera efciente cuatro celdas de trabajo, teniendo en cuenta la fabricación de 30 productos diferentes en 10 tipos de máquina. application/pdfspaUniversidad Industrial de Santanderhttps://revistas.uis.edu.co/index.php/revistauisingenierias/article/view/411/673REVISTA UIS ENGENHARIAS; v. 6 n. 2 (2007): Revista UIS Ingenierías; 71-83Revista UIS Ingenierías; Vol. 6 Núm. 2 (2007): Revista UIS Ingenierías; 71-83Revista UIS Ingenierías; Vol. 6 No. 2 (2007): Revista UIS Ingenierías; 71-832145-84561657-4583Manufacturing cellgroup technologycellular manufacturinggenetic algorithmsCeldas de Fabricacióntecnología de gruposmanufactura celularalgoritmos genéticosDevelopment of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitnessDesarrollo de un algoritmo genético para el diseño de sistemas de manufactura celular a partir de una nueva función de aptitudinfo:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/resource_type/c_2df8fbb1Ortiz Pimiento, Nestor RaúlGómez Gómez, Sebastián20.500.14071/8103oai:noesis.uis.edu.co:20.500.14071/81032022-03-16 12:40:12.508metadata.onlyhttps://noesis.uis.edu.coDSpace at UISnoesis@uis.edu.co
dc.title.en-US.fl_str_mv	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
dc.title.es-ES.fl_str_mv	Desarrollo de un algoritmo genético para el diseño de sistemas de manufactura celular a partir de una nueva función de aptitud
title	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
spellingShingle	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness Manufacturing cell group technology cellular manufacturing genetic algorithms Celdas de Fabricación tecnología de grupos manufactura celular algoritmos genéticos
title_short	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
title_full	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
title_fullStr	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
title_full_unstemmed	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
title_sort	Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness
dc.subject.en-US.fl_str_mv	Manufacturing cell group technology cellular manufacturing genetic algorithms
topic	Manufacturing cell group technology cellular manufacturing genetic algorithms Celdas de Fabricación tecnología de grupos manufactura celular algoritmos genéticos
dc.subject.es-ES.fl_str_mv	Celdas de Fabricación tecnología de grupos manufactura celular algoritmos genéticos
description	This article shows a genetic algorithm that makes possible to fnd a feasible and acceptable solution to a manufacturing cell formation problem. The proposed genetic algorithm includes a new approach of the usually known aptitude function for this kind of problem resulting in a more exact solution. In order to validate the algorithm genetic operators this work includes a practical example with an imaginary company which wants to organize four manufacturing cells taking in account 30 different products using 10 machine types.
publishDate	2007
dc.date.accessioned.none.fl_str_mv	2022-03-14T20:29:21Z
dc.date.available.none.fl_str_mv	2022-03-14T20:29:21Z
dc.date.none.fl_str_mv	2007-10-19
dc.type.none.fl_str_mv	info:eu-repo/semantics/article
dc.type.coarversion.fl_str_mv	http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coar.fl_str_mv	http://purl.org/coar/resource_type/c_2df8fbb1
dc.identifier.none.fl_str_mv	https://revistas.uis.edu.co/index.php/revistauisingenierias/article/view/411
dc.identifier.uri.none.fl_str_mv	https://noesis.uis.edu.co/handle/20.500.14071/8103
url	https://revistas.uis.edu.co/index.php/revistauisingenierias/article/view/411 https://noesis.uis.edu.co/handle/20.500.14071/8103
dc.language.none.fl_str_mv	spa
language	spa
dc.relation.none.fl_str_mv	https://revistas.uis.edu.co/index.php/revistauisingenierias/article/view/411/673
dc.rights.license.none.fl_str_mv	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)
dc.rights.coar.none.fl_str_mv	http://purl.org/coar/access_right/c_abf2
dc.rights.accessrights.none.fl_str_mv	info:eu-repo/semantics/openAccess
dc.rights.creativecommons.none.fl_str_mv	Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
rights_invalid_str_mv	Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) http://purl.org/coar/access_right/c_abf2 Atribución-NoComercial-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0)
eu_rights_str_mv	openAccess
dc.format.none.fl_str_mv	application/pdf
dc.publisher.es-ES.fl_str_mv	Universidad Industrial de Santander
dc.source.pt-BR.fl_str_mv	REVISTA UIS ENGENHARIAS; v. 6 n. 2 (2007): Revista UIS Ingenierías; 71-83
dc.source.es-ES.fl_str_mv	Revista UIS Ingenierías; Vol. 6 Núm. 2 (2007): Revista UIS Ingenierías; 71-83
dc.source.en-US.fl_str_mv	Revista UIS Ingenierías; Vol. 6 No. 2 (2007): Revista UIS Ingenierías; 71-83
dc.source.none.fl_str_mv	2145-8456 1657-4583
institution	Universidad Industrial de Santander
repository.name.fl_str_mv	DSpace at UIS
repository.mail.fl_str_mv	noesis@uis.edu.co
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Development of a genetic algorithm for the design of cellular manufacturing systems from a new function of fitness

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