Wong, K. Y. Michael and Saad, David (2006). Equilibration through local information exchange in networks. Physical Review E, 74 (1), pp. 1-4.
Abstract
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. © 2006 The American Physical Society.
Publication DOI: | https://doi.org/10.1103/PhysRevE.74.010104 |
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Divisions: | College of Engineering & Physical Sciences > Systems analytics research institute (SARI) |
Additional Information: | Copyright of the American Physical Society |
Uncontrolled Keywords: | equilibrium states,energy functions,networks,network nodes,replica methods,General Physics and Astronomy,Condensed Matter Physics,Statistical and Nonlinear Physics,Mathematical Physics |
Publication ISSN: | 1550-2376 |
Last Modified: | 06 Aug 2024 07:08 |
Date Deposited: | 04 Aug 2009 11:50 |
Full Text Link: | |
Related URLs: |
http://www.scop ... tnerID=8YFLogxK
(Scopus URL) https://journal ... sRevE.74.010104 (Publisher URL) |
PURE Output Type: | Article |
Published Date: | 2006-07-17 |
Authors: |
Wong, K. Y. Michael
Saad, David ( ![]() |