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Social Value Propagation for Supply Chain Formation

AuthorsPenya-Alba, Toni; Vinyals, Meritxell; Cerquides, Jesús ; Rodríguez-Aguilar, Juan Antonio
KeywordsSupply chain, Belief propagation, Scalability
Issue Date6-May-2013
CitationOPTMAS 2013 6th International Workshop on Optimisation in Multi-Agent Systems (in conjunction with AAMAS 2013 6th-7th May 2013)
AbstractSupply Chain Formation is the process of determining the participants in a supply chain, who will exchange what with whom, and the terms of the exchanges. Decentralized supply chain formation appears as a highly intricate task because agents only possess local information, have limited knowledge about the capabilities of other agents, and prefer to preserve privacy. State-of-the-art decentralized supply chain formation approaches can either: (i) #12;find supply chains of high value at the expense of high resources usage; or (ii) fi#12;nd supply chains of low value with low resources usage. This work presents chainme, a novel decentralized supply chain formation algorithm. Our results show that chainme fi#12;nds supply chains with higher value than state-of-the-art decentralized algorithms whilst decreasing the amount of resources required from one up to four orders of magnitude.
Appears in Collections:(IIIA) Comunicaciones congresos
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