Simple heuristics for the assembly line worker assignment and balancing problem

被引:63
|
作者
Moreira, Mayron Cesar O. [1 ]
Ritt, Marcus [2 ]
Costa, Alysson M. [1 ]
Chaves, Antonio A. [3 ]
机构
[1] Univ Sao Paulo, Inst Ciencias Matemat & Comp, BR-13560970 Sao Carlos, SP, Brazil
[2] Univ Fed Rio Grande do Sul, Inst Informat, Porto Alegre, RS, Brazil
[3] Univ Estadual Paulista J de Mesquita Filho, Fac Eng Guaratingueta, Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
Assembly lines; Disabled workers; Heuristic approaches; Hybrid genetic algorithm; CENTERS;
D O I
10.1007/s10732-012-9195-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:505 / 524
页数:20
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