Please use this identifier to cite or link to this item:

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

Authors Wong, K. Y. Michael View this author's profile
Yeung, C.H. HKUST affiliated (currently or previously)
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.
ISSN 0302-9743
Rights This original publication is available at
Language English
Format Article
Access View full-text via Web of Science
View full-text via Scopus
Files in this item:
File Description Size Format
iconip_ra2.pdf 269863 B Adobe PDF