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Agent-based web service for the design of a dynamic coordination mechanism in supply networks

Authors
Mahdavi, IrajMohebbi, ShimaZandakbari, MahdiCho, NamjaeMahdavi-Amiri, Nezam
Issue Date
Dec-2009
Publisher
SPRINGER
Keywords
Network coordination; e-SCM; Multi-agent; CPNs; Optimization
Citation
JOURNAL OF INTELLIGENT MANUFACTURING, v.20, no.6, pp.727 - 749
Indexed
SCIE
SCOPUS
Journal Title
JOURNAL OF INTELLIGENT MANUFACTURING
Volume
20
Number
6
Start Page
727
End Page
749
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/175759
DOI
10.1007/s10845-008-0173-6
ISSN
0956-5515
Abstract
The theory of network coordination presents an effective approach to improve the business processes within supply networks. The automation of the negotiation process among buyers and suppliers has become an important policy in the transactional networks. This leads to assessing the roles of both quantifiable and non-quantifiable parameters in coordination mechanisms with the aim of achieving higher performance. Here, we develop an e-based supply chain multi-agent model for the design of mass-customized on-line services. The model addresses the bullwhip effect in multi-stage supply chain and also clarifies the evaluation of inventory policies in various supply and demand uncertainties. To illustrate the feasibility of the approach, we implement a prototype system and evaluate its performance by simulation using Colored Petri Nets (CPNs). The validation results reveal the model efficiency in providing a more realistic optimization process that takes the dynamic information flow in uncertainty environments into consideration.
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