Least-hop path planning using neural networks

Least-hop path planning using neural networks

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Article ID: iaor1999697
Country: Japan
Volume: 80
Issue: 8
Start Page Number: 1
End Page Number: 6
Publication Date: Aug 1997
Journal: Electronics and Communications in Japan, Part I Communications
Authors: , ,
Keywords: neural networks, networks: path
Abstract:

Recently, application of neural networks using their parallel processing feature has progressed. This paper proposes a routing method using a neural network and based on dynamic programming. The proposed method finds the least-hop path between two points in a communication network. The method consists of the application of disturbance to the destination, propagation of the disturbance to the source, and search for the shortest path from the source to the destination, using the distribution of the influences of the disturbance at each node.

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