Equilibration through local information exchange in networks

Details Equilibration through local information exchange in networks Equilibration through local information exchange in networks

2005-09-30

arxiv.org/abs/cond-mat/0509794v3

Phys. Rev. E. 74, 010104(R) (2006)

Physics

Condensed Matter

Disordered Systems and Neural Networks

v1: 7 pages, 1 figure, v2: 4 pages, 2 figures, simplified analysis and more organized results, v3: minor changes

Scientific paper

10.1103/PhysRevE.74.010104

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.

Affiliated with

Also associated with

No associations

Rating

Equilibration through local information exchange in networks does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Equilibration through local information exchange in networks, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Equilibration through local information exchange in networks will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-683943