Logic-based Benders decomposition for the preemptive flexible job-shop scheduling problem

被引:5
|
作者
Juvin, Carla [1 ]
Houssin, Laurent [1 ,2 ]
Lopez, Pierre [1 ]
机构
[1] Univ Toulouse, LAAS CNRS, CNRS, Toulouse, France
[2] ISAE SUPAERO, Toulouse, France
关键词
Flexible job-shop scheduling; Preemption; Benders decomposition; Mixed-integer programming; Constraint programming; MATHEMATICAL-MODELS; GENETIC ALGORITHM;
D O I
10.1016/j.cor.2023.106156
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we focus on exact methods to solve the preemptive flexible job-shop scheduling problem with makespan minimisation objective function. Mathematical and constraint programming models enable the resolution of this problem for small instances. However, as an NP-hard problem, the cost of solving grows rapidly when considering larger instances. In this regard, we propose a logic-based Benders decomposition that relies on an efficient branch-and-bound procedure to solve the subproblem representing a pure (non-flexible) preemptive job-shop scheduling problem. Computational experiments are carried out and show the very good performance of our proposals.
引用
收藏
页数:17
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