Routing with Congestion Control in Computer Network using Neural Networks
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10.5120/9089-3031 |
Abdulkareem Y Abdalla, Turki Y Abdalla and Khloud A Nasar. Article: Routing with Congestion Control in Computer Network using Neural Networks. International Journal of Computer Applications 57(2):34-41, November 2012. Full text available. BibTeX
@article{key:article,
author = {Abdulkareem Y. Abdalla and Turki Y. Abdalla and Khloud A. Nasar},
title = {Article: Routing with Congestion Control in Computer Network using Neural Networks},
journal = {International Journal of Computer Applications},
year = {2012},
volume = {57},
number = {2},
pages = {34-41},
month = {November},
note = {Full text available}
}
Abstract
The neural networks are widely used to solve the routing problem and to manage the congestion in the computer networks. In this paper, two methods are proposed to solve this problem. In the first method a feed forward neural network is included in a central node to determine the complete path between any pair of nodes (source, destination). In the second method a routing approach consists of two feed forward neural networks is suggested to solve the routing problem with congestion control. The proposed methods are applied for typical examples of computer networks. Results of the testing show good performance.
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