Component scheduling for chip shooter machines: a hybrid genetic algorithm approach

被引:47
作者
Ho, W [1 ]
Ji, P [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Kowloon, Hong Kong, Peoples R China
关键词
genetic algorithms; heuristics; chip shooter machines; printed circuit board manufacturing; component scheduling;
D O I
10.1016/S0305-0548(02)00129-6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A chip shooter machine for electronic component assembly has a movable feeder carrier, a movable X-Y table carrying a printed circuit board (PCB), and a rotary turret with multiple assembly heads. This paper presents a hybrid genetic algorithm (HGA) to optimize the sequence of component placements and the arrangement of component types to feeders simultaneously for a chip shooter machine, that is, the component scheduling problem. The objective of the problem is to minimize the total assembly time. The GA developed in the paper hybridizes different search heuristics including the nearest-neighbor heuristic, the 2-opt heuristic, and an iterated swap procedure, which is a new improved heuristic. Compared with the results obtained by other researchers, the performance of the HGA is superior in terms of the assembly time.
引用
收藏
页码:2175 / 2189
页数:15
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