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| Title: | Equilibration through local information exchange in networks |
| Authors: | Wong, Michael Kwok-Yee
Saad, David |
| Keywords: | Statistical analysis
Functional analysis |
| Issue Date: | 17-Jul-2006 |
| Citation: | Physical review. E, v. 74, 010104(R) (2006) |
| 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. |
| Rights: | Physical Review E © copyright (2006) American Physical Society. The Journal's web site is located at http://pre.aps.org/ |
| URI: | http://hdl.handle.net/1783.1/2945 |
| Appears in Collections: | PHYS Journal/Magazine Articles
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Files in This Item:
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Description |
Size | Format |
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| PhysRevE_74_010104[1].pdf | | 243Kb | Adobe PDF | View/Open |
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