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An extended class of multilayer perceptron

Autor
López, R.; Oñate, E.
Tipus d'activitat
Article en revista
Revista
Neurocomputing
Data de publicació
2008-08
Volum
71
Número
13-15
Pàgina inicial
2538
Pàgina final
2543
DOI
https://doi.org/10.1016/j.neucom.2007.12.037 Obrir en finestra nova
Repositori
https://www.researchgate.net/publication/242795800_An_extended_class_of_multilayer_perceptron Obrir en finestra nova
URL
https://www.sciencedirect.com/science/article/pii/S0925231208002166 Obrir en finestra nova
Resum
In this work an extended class of multilayer perceptron is presented. This includes independent parameters, boundary conditions and lower and upper bounds. In some cases, such extensions contain a priori information of the problem. On some other situations they are necessary in order to define a correct representation for the solution. The use of this augmented class of neural network is illustrated through a case study in the optimal control theory. The numerical results are compared against th...
Paraules clau
Boundary conditions, Independent parameters, Lower and upper bounds, Multilayer perceptron
Grup de recerca
(MC)2 - UPC Mecànica de Medis Continus i Computacional
GMNE - Grup de Mètodes Numèrics en Enginyeria

Participants