A Hungarian penalty-based construction algorithm to minimize makespan and total flow time in no-wait flow shops

被引:18
作者
Laha, Dipak [1 ]
Gupta, Jatinder N. D. [2 ]
机构
[1] Jadavpur Univ, Dept Mech Engn, Kolkata, India
[2] Univ Alabama, Coll Business Adm, Huntsville, AL 35899 USA
关键词
Scheduling; No-wait flow shops; Makespan; Total flow time; Construction algorithm; Hungarian penalty based heuristic; Insertion heuristic; Traveling salesman problem; Optimization; PARTICLE SWARM OPTIMIZATION; SCHEDULING PROBLEM; M-MACHINE; HEURISTIC ALGORITHMS; SEARCH;
D O I
10.1016/j.cie.2016.06.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a penalty-based construction algorithm for the no-wait flow shop scheduling problem with the objective of minimizing makespan and total flow time of jobs. The proposed method, derived from Hungarian penalty method originally used for the classic assignment problem is employed to generate an initial schedule of jobs, which is further improved by an insertion technique to obtain an optimal or near-optimal schedule. The results of computational experiments on a large number of test problems show that the proposed method performs significantly better than the state-of-the-art procedures while requiring comparable computational effort. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:373 / 383
页数:11
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