Simple heuristics for the assembly line worker assignment and balancing problem


Autoria(s): Moreira, Mayron Cesar O.; Ritt, Marcus; Costa, Alysson M.; Chaves, Antonio A.
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

20/05/2014

20/05/2014

01/06/2012

Resumo

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

We propose simple heuristics for the assembly line worker assignment and balancing problem. This problem typically occurs in assembly lines in sheltered work centers for the disabled. Different from the well-known simple assembly line balancing problem, the task execution times vary according to the assigned worker. We develop a constructive heuristic framework based on task and worker priority rules defining the order in which the tasks and workers should be assigned to the workstations. We present a number of such rules and compare their performance across three possible uses: as a stand-alone method, as an initial solution generator for meta-heuristics, and as a decoder for a hybrid genetic algorithm. Our results show that the heuristics are fast, they obtain good results as a stand-alone method and are efficient when used as a initial solution generator or as a solution decoder within more elaborate approaches.

Formato

505-524

Identificador

http://dx.doi.org/10.1007/s10732-012-9195-5

Journal of Heuristics. Dordrecht: Springer, v. 18, n. 3, p. 505-524, 2012.

1381-1231

http://hdl.handle.net/11449/40316

10.1007/s10732-012-9195-5

WOS:000303588800006

Idioma(s)

eng

Publicador

Springer

Relação

Journal of Heuristics

Direitos

closedAccess

Palavras-Chave #Assembly lines #Disabled workers #Heuristic approaches #Hybrid genetic algorithm
Tipo

info:eu-repo/semantics/article