A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network

This article 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 formul...

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Bibliographic Details
Main Authors: Bastos-Filho, C.J.A., Santana, R.A., Oliveira, A.L.I.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Communication network
Communication networks
Computational intelligence
Computer networks
Costs
Differential equations
Hopfield neural network
Hopfield neural networks
Neurons
Quality of service
Routing
Shortest path
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Description
Summary:This article 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
DOI:10.1109/FOCI.2007.371497