Heuristic approaches to solve a two-stage lot sizing and scheduling problem

被引:6
|
作者
Pinho Schimidt, Talita Mariana [1 ]
Cassius Tadeu, Scarpin [1 ]
Valentim Loch, Gustavo [1 ]
Schenekemberg, Cleder Marcos [1 ]
机构
[1] Univ Fed Parana, Grp Tecnol Aplicado Otimizacao, Curitiba, Parana, Brazil
关键词
Lot sizing; IEEE transactions; Processor scheduling; Parallel machines; Acceleration; Mathematical model; Lot sizing and scheduling; Buffer between stages; Time lags; Decomposition heuristics; GENETIC ALGORITHM; FIX;
D O I
10.1109/TLA.2019.8863314
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the two-stage lot sizing and scheduling problem considering the production environment with parallel machines. The aim of this problem is to ensure the synchrony between the stages through of the integrated lot sizing and scheduling decisions. In addition, we consider the presence of a buffer between the production stages with minimum and maximum time lags of the items. Reprocessing, discarding and acceleration costs are considered when the permanence times of the items in the buffer are not respected. Two mathematical models and several heuristics strategies based on decomposition of the problem are presented to solve real data adapted instances. The results showed that our heuristic strategies can achieve competitive solutions in short computational time, outperforming the solutions provided by the optimization solver.
引用
收藏
页码:434 / 443
页数:10
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