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Routing optimization of telephone network by Hopfield Net

Author(s)
Moungnoul, Phichet
Kruekam, Jassarawut
Paungma, Tawil
Date Issued
December 1, 2005
Type
Conference Paper
DOI
10.1109/ISCIT.2005.1566797
Abstract
This paper presents an application of the neural network with the optimization called "Hopfield Net" in routing of telephone network system. This method optimizes the routing with specific conditions. In the simulation, consist of 3 cases from low, normal and high traffic densities, offered to the network. The results from the simulation showed that the congestion in the network is 30% lower compared with overflow method and load sharing method. © 2005 IEEE.
Citation
Iscit 2005 International Symposium on Communications and Information Technologies 2005 Proceedings, II, 50-53, 2005
Subjects

Network Management

Telephone Routing

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