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CHAINME: Fast Decentralized Finding of Better Supply Chains

AuthorsPenya-Alba, Toni; Cerquides, Jesús ; Rodríguez-Aguilar, Juan Antonio ; Vinyals, Meritxell
KeywordsSupply chain
Belief propagation
Issue Date6-May-2013
CitationProceedings of the 2013 international conference on Autonomous agents and multi-agent systems, May 06-10, 2013, St. Paul, MN, USA. Vol. 2, pp. 1317-1318, 2013
AbstractDecentralized Supply Chain Formation (SCF) 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 SCF approaches can either: (i) find Supply Chains (SC) of high value at the expense of high resources usage; or (ii) find SCs of low value with low resources usage. This work presents CHAINME, a novel decentralized SCF algorithm. Our results show that CHAINME finds SCs 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. Copyright © 2013, International Foundation for Autonomous Agents and Multiagent Systems (www.ifaamas.org). All rights reserved.
Identifiersisbn: 978-1-4503-1993-5
Appears in Collections:(IIIA) Comunicaciones congresos
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