A fluid heuristic for minimizing makespan in job shops

被引:31
作者
Dai, JG [1 ]
Weiss, G
机构
[1] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[2] Georgia Inst Technol, Sch Math, Atlanta, GA 30332 USA
[3] Univ Haifa, Dept Stat, IL-31905 Haifa, Israel
关键词
D O I
10.1287/opre.50.4.692.2860
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
We describe a simple online heuristic for scheduling job shops, We assume there is a fixed set of routes for the jobs, and many jobs, say N, on each route. The heuristic uses safety stocks and keeps the bottleneck machine buoy at almost all times, while the other machines are paced by the bottleneck machine. We perforin a probabilistic analysis of the heuristic, under some assumptions on the distributions, of the processing times. We show that our heuristic produces makespan, which exceeds the optimal makespan by no more than c log N with a probability that exceeds 1-1/N for all N greater than or equal to 1. where c is some constant independent of N.
引用
收藏
页码:692 / 707
页数:16
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