Please use this identifier to cite or link to this item: http://hdl.handle.net/1783.1/2953

Message-passing for inference and optimization of real variables on sparse graphs

Authors Wong, K. Y. Michael
Yeung, C. H.
Saad, David
Issue Date 2006
Source Lecture notes in computer science , v. 4233, 2006, p. 754-763
Summary The inference and optimization in sparse graphs with real variables is studied using methods of statistical mechanics. Efficient distributed algorithms for the resource allocation problem are devised. Numerical simulations show excellent performance and full agreement with the theoretical results.
Subjects
ISSN 0302-9743
Rights This original publication is available at http://www.springerlink.com
Language English
Format Article
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