An agent-based dynamic information network for supply chain management

被引:35
作者
Ahn, HJ [1 ]
Lee, H
机构
[1] Korea Adv Inst Sci & Technol, Sch Management, Seoul, South Korea
[2] BT Exact, Intelligent Syst Lab, Ipswich, Suffolk, England
[3] Paichai Univ, Sch Management Informat, Taejon, South Korea
关键词
Artificial intelligence - Computer networks - Intelligent agents - Marketing - Mathematical models - Multi agent systems - Network protocols - Petri nets - Planning - Production control;
D O I
10.1023/B:BTTJ.0000033467.83300.c0
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
One of the main research issues in supply chain management is to improve the global efficiency of supply chains. However, the improvement efforts often fail because supply chains are complex, are subject to frequent changes, and collaboration and information sharing in the supply chains are often unfeasible. This paper presents a practical collaboration framework for supply chain management wherein multi-agent systems form dynamic information networks and co-ordinate their production and order planning according to synchronised estimation of market demands. In the framework, agents employ an iterative relaxation contract net protocol to find the most desirable suppliers by using data envelopment analysis. Furthermore, the chain of buyers and suppliers, from the end markets to raw material suppliers, form dynamic information networks for synchronised planning. This paper presents an agent-based dynamic information network for supply chain management and discusses the associated pros and cons.
引用
收藏
页码:18 / 27
页数:10
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