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