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Design and Implementation of Routing System Using Artificial Neural Network
Journal of The Korea Society of Computer and Information
Abbr :
JKSCI
2017, 22(12), pp.137-143
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science
2017, 22(12), pp.137-143
Publisher : The Korean Society Of Computer And Information
Research Area : Computer Science
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In this paper, we propose optimal route searching algorithm using ANN(Artificial Neural Network) and implement route searching system. Our proposed scheme shows that the route using artificial neural network is almost same as the route using Dijkstra’s algorithm but the time in our propose algorithm is shorter than that of existing Dijkstra’s algorithm. Proposed route searching method using artificial neural network has better performance than exiting route searching method because it use several weight value in making different routes. Through simulation, we show that our proposed routing system improves the performance and reduces time to make route irrespective of the number of hidden layers.
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