An autonomous decentralized supply chain planning system for multi-stage production processes

被引:18
|
作者
Nishi, T
Konishi, M
Hasebe, S
机构
[1] Okayama Univ, Dept Elect & Elect Engn, Okayama 7008530, Japan
[2] Kyoto Univ, Dept Chem Engn, Kyoto 6158510, Japan
关键词
supply chain; planning and scheduling; distributed scheduling; autonomous decentralized system; flowshop problem; simulated annealing;
D O I
10.1007/s10845-005-7022-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose an autonomous decentralized optimization system for multi-stage production processes. The proposed system consists of a Material Requirement Planning subsystem, a Distribution Planning subsystem and Decentralized Scheduling subsystems belonging to each production stage that constitute the entire plant. In the proposed system, each subsystem repeats both optimization of the schedule at each subsystem and data exchange among the subsystems. Computational results demonstrate that the results of the proposed planning system are superior to those of the hierarchical planning system, despite the fact that the proposed system has wide flexibility for adding the constraints and modifying the criterion of performance evaluation.
引用
收藏
页码:259 / 275
页数:17
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