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Fuzzy adaptive agent for supply chain management
Si, Yain-Whar; Lou, Sio-Fan
2009
Source PublicationWeb Intelligence and Agent Systems
ISSN15701263
Volume7Issue:2Pages:173-194
Abstract

Recent technological advances in electronic commerce have fuelled the need for designing effective strategies for supply chain management. These strategies are essential in guiding various activities within a supply chain such as component acquisition, inventory management, customer orders bidding, scheduling for production, and delivery. Among these activities, planning of raw material acquisition for inventory and bidding for customer orders can be extremely complex since such activities are required to deal with external entities such as suppliers and customers. Specifically, in the context of the manufacturing industry, acquiring raw materials for maintaining a flexible yet adequate inventory level is a complex issue due to the potential fluctuation in suppliers’ production capacity and market demand. Designing an effective strategy for bidding customer orders is also an intricate problem due to the intense competition in fast changing market environments. In this paper, we describe the strategies of a supply chain management agent which adaptively adjusts its target inventory level and customer order bidding price based on fuzzy logic reasoning. The agent has competed in the 2006 Trading Agent Competition for Supply Chain Management and has achieved good results.

KeywordBidding Price Setting Fuzzy Logic Intelligent Agents Supply Chain Management Target Inventory Level Trading Agent Competition
DOI10.3233/WIA-2009-0161
URLView the original
Language英语
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Document TypeJournal article
专题DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorSi, Yain-Whar
AffiliationFaculty of Science and Technology, University of Macau, Av. Padre Tomas Pereira, Taipa, Macau
First Author AffilicationFaculty of Science and Technology
Corresponding Author AffilicationFaculty of Science and Technology
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Si, Yain-Whar,Lou, Sio-Fan. Fuzzy adaptive agent for supply chain management[J]. Web Intelligence and Agent Systems,2009,7(2):173-194.
APA Si, Yain-Whar,&Lou, Sio-Fan.(2009).Fuzzy adaptive agent for supply chain management.Web Intelligence and Agent Systems,7(2),173-194.
MLA Si, Yain-Whar,et al."Fuzzy adaptive agent for supply chain management".Web Intelligence and Agent Systems 7.2(2009):173-194.
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