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
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;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1340891
