Dispatching heuristics for the single machine weighted quadratic tardiness scheduling problem

被引:17
|
作者
Valente, Jorge M. S. [1 ]
Schaller, Jeffrey E. [2 ]
机构
[1] Univ Porto, Fac Econ, LIAAD INESC Porto LA, P-4200464 Oporto, Portugal
[2] Eastern Connecticut State Univ, Dept Business Adm, Willimantic, CT 06226 USA
关键词
Scheduling; Single machine; Weighted quadratic tardiness; Heuristics; Dispatching rules; TARDY PENALTIES; JOB LATENESS; SQUARED TARDINESS; MINIMIZE; EARLINESS; RULES; COSTS; SUM;
D O I
10.1016/j.cor.2011.11.005
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 consider the single machine scheduling problem with weighted quadratic tardiness costs. Several efficient dispatching rules are proposed. These include existing heuristics for the linear problem, as well as procedures suitably adapted to the quadratic objective function. Also, both forward and backward scheduling procedures are considered. The computational results show that the heuristics that specifically take into account the quadratic objective significantly outperform their linear counterparts. Also, the backward scheduling approach proves to be superior, and the difference in performance is even more noticeable for the harder instances. The best of the backward scheduling heuristics is both quite efficient and effective. Indeed, this procedure can quickly generate a schedule even for large instances. Also, its relative deviation from the optimum is usually rather low, and it performs adequately even for the more difficult instances. (c) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2223 / 2231
页数:9
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