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.
机构:
Tsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
Zhang, Yuli
Shen, Zuo-Jun Max
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Ind Engn & Operat Res, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Civil & Environm Engn, Berkeley, CA 94720 USATsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China
Shen, Zuo-Jun Max
Song, Shiji
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Automat, TNList, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Ind Engn, Beijing 100084, Peoples R China