An improved heuristic to minimize total flow time for scheduling in the m-machine no-wait flow shop

被引:25
作者
Laha, Dipak [1 ]
Sapkal, Sagar U. [1 ]
机构
[1] Jadavpur Univ, Dept Mech Engn, Kolkata 700032, India
关键词
No-wait flow shop; Scheduling; Heuristic; Total flow time; Optimization; ALGORITHM; FLOWSHOPS;
D O I
10.1016/j.cie.2013.08.026
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we present a constructive heuristic to minimize total flow time criterion for the well-known NP-hard no-wait flow shop scheduling problem. It is based on the assumption that the priority of a job in the initial sequence is given by the sum of its processing times on the bottleneck machines. The initial sequence of jobs thus generated is further improved using a new job insertion technique. We show, through computational experimentation, that the proposed method significantly outperforms the best-known heuristics while retaining its time complexity of O(n(2)). Statistical tests of significance are used to confirm the improvement in solution quality. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:36 / 43
页数:8
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