MILP models and metaheuristic for balancing and sequencing of mixed-model two-sided assembly lines

被引:17
|
作者
Nilakantan, J. Mukund [1 ]
Li, Zixiang [2 ]
Tang, Qiuhua [2 ]
Nielsen, Peter [1 ]
机构
[1] Aalborg Univ, Dept Mat & Prod, Aalborg, Denmark
[2] Wuhan Univ Sci & Technol, Ind Engn Dept, Wuhan 430081, Hubei, Peoples R China
关键词
assembly line balancing; model sequencing; mixed-model two-sided assembly line; mixed-integer linear programming; MILP; simulated annealing; OPTIMIZATION ALGORITHM; GENETIC ALGORITHM; TIME;
D O I
10.1504/EJIE.2017.084880
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Mixed-model assembly lines are becoming increasingly popular due to flexibility of producing customised products. In a mixed-model assembly line, line balancing and model sequencing problems are tightly interrelated and very important for efficiency. This paper proposes a new assembly line configuration based on paced mixed-model two-sided assembly lines where balancing and sequencing problems are considered simultaneously. Minimal work has been reported considering both problems simultaneously for this type of assembly line configuration. Two mixed-integer linear programming (MILP) models are developed and a restarted SA algorithm with new encoding, decoding and neighbourhood procedures is developed. The parameters of the proposed algorithm are selected based on a statistical technique and the performance of it is tested on a set of new benchmark problems. The computational results demonstrate the effectiveness of the MILP models and the high efficiency of the proposed algorithm. The proposed algorithm outperforms the comparative original SA algorithm.
引用
收藏
页码:353 / 379
页数:27
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