IEEE - Institute of Electrical and Electronics Engineers, Inc. - Belief Propagation for Large-Variable-Domain Optimization on Factor Graphs: An Application to Decentralized Weather-Radar Coordination

Author(s): E. P. Vargo ; E. J. Bass ; R. Cogill
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2013
Volume: 43
Page Count: 7
Page(s): 460 - 466
ISSN (Paper): 2168-2216
ISSN (Online): 2168-2232
DOI: 10.1109/TSMCA.2012.2204740
Regular:

Due to the NP-hardness of factor-graph optimization, obtaining exact solutions to problems with a large variable domain is generally not possible. Max-sum (max-product) belief propagation (BP) is... View More

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