DocumentCode :
822091
Title :
Delay-Constrained Multicast Routing Using the Noisy Chaotic Neural Networks
Author :
Wang, Lipo ; Liu, Wen ; Shi, Haixiang
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
Volume :
58
Issue :
1
fYear :
2009
Firstpage :
82
Lastpage :
89
Abstract :
We present a method to compute the delay constrained multicast routing tree by employing chaotic neural networks. Experimental result shows that the noisy chaotic neural network (NCNN) provides optimal solution more often compared to the transiently chaotic neural network (TCNN) and the Hopfield neural network (HNN). Furthermore, compared with the bounded shortest multicast algorithm (BSMA), the noisy chaotic neural network is able to find multicast trees with lower cost.
Keywords :
Hopfield neural nets; chaotic communication; multicast communication; telecommunication computing; telecommunication network routing; trees (mathematics); Hopfield neural network; bounded shortest multicast algorithm; delay constrained multicast routing tree; delay-constrained multicast routing; noisy chaotic neural networks; Chaos; Chaotic communication; Communication networks; Cost function; Delay; Hopfield neural networks; Multicast algorithms; Neural networks; Quality of service; Routing; Multicast; Neural nets;
fLanguage :
English
Journal_Title :
Computers, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9340
Type :
jour
DOI :
10.1109/TC.2008.127
Filename :
4585367
Link To Document :
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