Large-scale capacitated part-routing in the presence of process and routing flexibilities and setup costs

被引:11
|
作者
Diaby, M.
Nsakanda, A. L.
机构
[1] Carleton Univ, Sprott Sch Business, Ottawa, ON K1S 5B6, Canada
[2] Univ Connecticut, Storrs, CT USA
基金
加拿大自然科学与工程研究理事会;
关键词
Lagrangean Relaxation; large-scale optimization; dynamic programming; cellular manufacturing systems;
D O I
10.1057/palgrave.jors.2602072
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We develop a Lagrangean relaxation-based heuristic procedure to generate a near-optimal solution to large-scale capacitated part-routing problems through a cellular manufacturing system with both routing flexibilities and setup times. Several alternate process plans exist for each product. Any given operation can be performed on alternate machines at different costs. The part demands can be satisfied from internal production or through outsourcing. The objective is to minimize the total material handling, production, outsourcing, and setup costs, subject to satisfying all the part demands and not exceeding any of the machine capacity limits. Our computational experiments show that large problems involving several thousand products and decision variables can be solved in a reasonable amount of computer time to within 1% of their optimal solutions. The proposed procedure is general enough to be applied directly or with slight modi. cations to real-life, industrial-sized problems.
引用
收藏
页码:1100 / 1112
页数:13
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