Shortest path routing algorithm using Hopfield neural network

C. W. Ahn, R. S. Ramakrishna, Chung Gu Kang, In Chan Choi

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60 Citations (Scopus)

Abstract

A near-optimal routing algorithm employing a modified Hopfield neural network (HNN) is presented. Since it uses every piece of information that is available at the peripheral neurons, in addition to the highly correlated information that is available at the local neuron, faster convergence and better route optimality is achieved than with existing algorithms that employ the HNN. Furthermore, all the results are relatively independent of network topology for almost all source-destination pairs.

Original languageEnglish
Pages (from-to)1176-1178
Number of pages3
JournalElectronics Letters
Volume37
Issue number19
DOIs
Publication statusPublished - 2001 Sep 13

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ASJC Scopus subject areas

  • Electrical and Electronic Engineering

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