Title :
Routing optimization of telephone network by Hopfield net
Author :
Moungnoul, Phichet ; Kruekam, Jassarawut ; Paungma, Tawil
Author_Institution :
Fac. of Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
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.
Keywords :
Hopfield neural nets; telecommunication computing; telecommunication network routing; telecommunication traffic; telephone networks; Hopfield net; load sharing method; neural network; overflow method; routing optimization; telephone network; Equations; Hopfield neural networks; Information technology; Network servers; Neural networks; Routing; Switches; Telecommunication traffic; Telephony; Traffic control;
Conference_Titel :
Communications and Information Technology, 2005. ISCIT 2005. IEEE International Symposium on
Print_ISBN :
0-7803-9538-7
DOI :
10.1109/ISCIT.2005.1566797
