Integer programming approach to the printed circuit board grouping problem

被引:8
|
作者
Yu, S
Kim, D
Park, S [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Ind Engn, Taejon 305701, South Korea
[2] Catholic Univ Pusan, Sch Business Adm, Pusan 609757, South Korea
关键词
printed circuit board grouping; zero-one programming; column generation;
D O I
10.1080/00207540412331299639
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A printed circuit board (PCB) grouping problem arising from the electronics industry is considered. Given a surface-mounting device with a number of component feeders and several types of PCBs to be produced, the problem is how to group the PCBs so that the total set-up time for component feeders is minimized. The problem is formulated as an integer-programming problem and a column generation approach is proposed to solve it. In this approach, the original problem is decomposed into a master problem and a column-generation subproblem. Starting with a few columns in the master problem, new columns are generated successively by solving the subproblem optimally. To solve the subproblem, a branch-and-cut approach is used. To solve the master problem, a branch-and-bound algorithm is used with the generated columns. However, a branching strategy is also proposed that maintains consistency in the column-generation procedure after branching. Computational experiments show that the solution approach gives high-quality Solutions in reasonable computing time.
引用
收藏
页码:1667 / 1684
页数:18
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