DocumentCode
420777
Title
Hopfield neural networks optimization method for VP routing in ATM network
Author
Xin-li, Xu ; Shi-Yan, Ying ; Qiu, Guan ; Wan-Liang, Wang
Author_Institution
Coll. of Information Eng., Zhejiang Univ. of Technol., Hangzhou, China
Volume
2
fYear
2004
fDate
15-19 June 2004
Firstpage
1493
Abstract
To improve ATM network survivability level, a discrete Hopfield neural network algorithm with transient chaos for VP routing in ATM network was put forward. The computational energy function of VP routing and the motion equation of the discrete Hopfield neural network with transient chaos were also given. Compared with the VP routing algorithms exited, the simulation results show that it is both faster and more effective to achieve VP routing.
Keywords
Hopfield neural nets; asynchronous transfer mode; optimisation; telecommunication network routing; ATM network; discrete Hopfield neural network algorithm; network routing; transient chaos; Chaos; Computer networks; Educational institutions; Electronic mail; Equations; Hopfield neural networks; Intelligent networks; Optimization methods; Power engineering and energy; Routing;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN
0-7803-8273-0
Type
conf
DOI
10.1109/WCICA.2004.1340891
Filename
1340891
Link To Document