A modified Hopfield model for solving the N-Queens problem


Autoria(s): da Silva, I. N.; de Souza, A. N.; Bordon, M. E.; Amari, S. I.; Giles, C. L.; Gori, M.; Piuri, V
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

20/05/2014

20/05/2014

01/01/2000

Resumo

A neural network model for solving the N-Queens problem is presented in this paper. More specifically, a modified Hopfield network is developed and its internal parameters are computed using the valid-subspace technique. These parameters guarantee the convergence of the network to the equilibrium points. The network is shown to be completely stable and globally convergent to the solutions of the N-Queens problem. Simulation results are presented to validate the proposed approach.

Formato

509-514

Identificador

http://dx.doi.org/10.1109/IJCNN.2000.859446

Ijcnn 2000: Proceedings of the IEEE-inns-enns International Joint Conference on Neural Networks, Vol Vi. Los Alamitos: IEEE Computer Soc, p. 509-514, 2000.

1098-7576

http://hdl.handle.net/11449/8890

10.1109/IJCNN.2000.859446

WOS:000089240600083

Idioma(s)

eng

Publicador

Institute of Electrical and Electronics Engineers (IEEE), Computer Soc

Relação

Ijcnn 2000: Proceedings of the IEEE-inns-enns International Joint Conference on Neural Networks, Vol Vi

Direitos

closedAccess

Tipo

info:eu-repo/semantics/conferencePaper