Improved bounds for hybrid flow shop scheduling with multiprocessor tasks

被引:15
|
作者
Lahimer, Asma [1 ]
Lopez, Pierre [2 ,3 ]
Haouari, Mohamed [4 ]
机构
[1] Univ Carthage, INSAT, Dept Math & Comp Sci, Tunis, Tunisia
[2] CNRS, LAAS, F-31400 Toulouse, France
[3] Univ Toulouse, LAAS, F-31400 Toulouse, France
[4] Qatar Univ, Dept Mech & Ind Engn, Coll Engn, Doha, Qatar
关键词
Hybrid flow-shop scheduling; Multiprocessor tasks; Discrepancy search; Dual feasible functions; PARTICLE SWARM OPTIMIZATION; GENETIC ALGORITHM; DECODING METHOD; SYSTEM;
D O I
10.1016/j.cie.2013.08.004
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 investigate the problem of minimizing makespan in a multistage hybrid flow-shop scheduling with multiprocessor tasks. To generate high-quality approximate solutions to this challenging NP-hard problem, we propose a discrepancy search heuristic that is based on the new concept of adjacent discrepancies. Moreover, we describe a new lower bound based on the concept of dual feasible functions. The proposed lower and upper bounds are assessed through computational experiments conducted on 300 benchmark instances with up to 100 jobs and 8 stages. For these instances, we provide evidence that the proposed bounds consistently outperform the best existing ones. In particular, the proposed heuristic successfully improved the best known solution of 75 benchmark instances. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1106 / 1114
页数:9
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