Title:
routing-using-nn-nov-2012
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Description: 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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