A priori reformulations for joint rolling-horizon scheduling of materials processing and lot-sizing problem

被引:11
作者
Araujo, Silvio Alexandre [1 ]
Clark, Alistair [2 ]
机构
[1] Univ Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
[2] Univ W England, Dept Engn Design & Math, Bristol BS16 1QY, Avon, England
关键词
Lot sizing and scheduling; Facility location reformulation; Valid inequalities; Metaheuristics; LP-BASED HEURISTICS; OPTIMIZATION; FORMULATIONS; MODELS;
D O I
10.1016/j.cie.2013.04.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In many production processes, a key material is prepared and then transformed into different final products. The lot sizing decisions concern not only the production of final products, but also that of material preparation in order to take account of their sequence-dependent setup costs and times. The amount of research in recent years indicates the relevance of this problem in various industrial settings. In this paper, facility location reformulation and strengthening constraints are newly applied to a previous lot-sizing model in order to improve solution quality and computing time. Three alternative metaheuristics are used to fix the setup variables, resulting in much improved performance over previous research, especially regarding the use of the metaheuristics for larger instances. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:577 / 585
页数:9
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