The Optimal Routing Algorithm of Communication Networks Based on Neural Network

In order to present the routing algorithms for currently communication networks, the constrained optimization problem was solved depending on the ability of the neural networks. The neural networks was used in optimum routing problem on in case of packet switched computer networks, and the main obje...

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Bibliographic Details
Published in2010 International Conference on Intelligent Computation Technology and Automation Vol. 3; pp. 866 - 869
Main Authors Huang, Sheng-Zhong, Huang, Liang-yong
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2010
Subjects
Automation
communication network
Communication networks
neural network
Neural networks
optimal algorithm
Routing
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Summary:In order to present the routing algorithms for currently communication networks, the constrained optimization problem was solved depending on the ability of the neural networks. The neural networks was used in optimum routing problem on in case of packet switched computer networks, and the main objects are decrease the mean delays in the communication networks. The correctness of neural network is verified by the conclusions of calculation of a neural design to solve the shortest path problem. Simulation model of neural network shown that the model can enable algorithm obtaining the minimum error.
ISBN:9781424472796
1424472792
DOI:10.1109/ICICTA.2010.168