Minimize Maximal Regret to Enhance Reliability in Flexible Open-Shop Problem

被引:0
|
作者
Bozzi, Alessandro [1 ,2 ]
Graffione, Simone [1 ]
Sacile, Roberto [1 ]
Zero, Enrico [1 ]
机构
[1] Univ Genoa, Dept Informat Bioengn Robot & Syst Engn DIBRIS, Genoa, Italy
[2] Univ Savoie Mt Blanc, Lab Syst & Mat Mechatron SYMME, Chambery, France
来源
SERVICE ORIENTED, HOLONIC AND MULTI-AGENT MANUFACTURING SYSTEMS FOR INDUSTRY OF THE FUTURE, SOHOMA 2023 | 2024年 / 1136卷
关键词
Flexible manufacturing system; open-shop job scheduling; minimax regret solution; ALGORITHM;
D O I
10.1007/978-3-031-53445-4_16
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Within flexible manufacturing systems, scheduling and routing of products play a crucial role in the production chain. Therefore, it is essential to maintain acceptable performance levels by implementing intelligent product dispatching on machines, especially in the case of delayed processing time due to unforeseen events. This work examines a simplified version of a real production cell to assess whether using a minimax regret cost function can yield a valuable solution for solving the associated flexible open-shop scheduling problem under uncertain processing time. Results from a limited instance indicate the potential of employing this approach when obtaining the optimal solution is computationally demanding due to the existence of numerous alternative paths for products.
引用
收藏
页码:189 / 199
页数:11
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