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Equilibration through local information exchange in networks

Authors Wong, Michael K.Y. View this author's profile
Saad, David
Issue Date 2006
Source Physical Review E , v. 74, (1), July 2006
Summary We study the equilibrium states of energy functions involving a large set of real variables, defined on the links of sparsely connected networks, and interacting at the network nodes, using the cavity and replica methods. When applied to the representative problem of network resource allocation, an efficient distributed algorithm is devised, with simulations showing full agreement with theory. Scaling properties with the network connectivity and the resource availability are found.
ISSN 1539-3755
Rights © 2006 American Physical Society
Language English
Format Article
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