A novel approach for a routing algorithm based on a discrete time Hopfield neural network

C. J. A. Bastos-Filho*, R. A. Santana, A. L. I. Oliveira

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

13 Citations (Scopus)

Abstract

This articles proposes a new approach to accelerate the routing algorithm based on Hopfield Neural Network. We showed that one can calculate the best route in terms of cost in a network using a discrete equation instead of the common used differential formulation. We also demonstrated that the formulation based on discrete parameters outperforms the well known formulation in terms of simulation time.

Original languageEnglish
Title of host publicationProceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007
Pages363-369
Number of pages7
DOIs
Publication statusPublished - Apr 2007
Externally publishedYes
Event2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007 - Honolulu, HI, United States
Duration: 1 Apr 20075 Apr 2007

Publication series

NameProceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007

Conference

Conference2007 IEEE Symposium on Foundations of Computational Intelligence, FOCI 2007
Country/TerritoryUnited States
CityHonolulu, HI
Period1/04/075/04/07

Keywords

  • Communication network
  • Hopfield neural network
  • Routing
  • Shortest path

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