Title :
A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network
Author :
Bastos-Filho, C.J.A. ; Santana, R.A. ; Oliveira, A.L.I.
Author_Institution :
Dept. of Comput. Syst., UPE, Recife
Abstract :
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
Keywords :
Hopfield neural nets; differential equations; discrete time systems; telecommunication network routing; communication network; discrete equation; discrete time Hopfield neural network; routing algorithm; Artificial neural networks; Communication networks; Computational intelligence; Computer networks; Costs; Differential equations; Hopfield neural networks; Neurons; Quality of service; Routing; Communication network; Hopfield neural network; Routing; Shortest path;
Conference_Titel :
Foundations of Computational Intelligence, 2007. FOCI 2007. IEEE Symposium on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0703-6
DOI :
10.1109/FOCI.2007.371497
