Flexible Job Shop Scheduling Problem with Sequence Dependent Setup Time and Job Splitting: Hospital Catering Case Study

被引:13
作者
Abderrabi, Fatima [1 ,2 ]
Godichaud, Matthieu [1 ]
Yalaoui, Alice [1 ]
Yalaoui, Farouk [1 ]
Amodeo, Lionel [1 ]
Qerimi, Ardian [2 ]
Thivet, Eric [3 ]
机构
[1] Univ Technol Troyes, Comp Sci & Digital Soc Lab, ICD, F-10300 Troyes, France
[2] Hosp Ctr Troyes, F-10000 Troyes, France
[3] Univ Hosp Ctr Reims, F-51100 Reims, France
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 04期
关键词
hospital catering; production scheduling; flexible job shop problem; mathematical model; genetic algorithm; local search method; iterated local search algorithm; GENETIC ALGORITHM; OPTIMIZATION; MODEL;
D O I
10.3390/app11041504
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This paper aims to study a real case of an optimization problem derived from a hospital supply chain. The present work focuses on developing operational decision support models and algorithms for production process scheduling in hospital catering. The addressed production system is considered as a flexible job shop system. The objective is to minimize the total flow time. A novel mathematical model and two metaheuristics for the production scheduling of multi-product and multi-stage food processes are developed. These methods have proven their effectiveness for the scheduling of operations of the food production processes and allowed significant improvements in the performance of the studied production system.
引用
收藏
页码:1 / 27
页数:27
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