An adaptive second order fuzzy neural network for nonlinear system modeling

In this paper, an adaptive second order algorithm (ASOA) has been developed to train the fuzzy neural network (FNN) to achieve fast and robust convergence for nonlinear system modeling. Different from recent studies, this ASOA-based FNN (ASOA-FNN) has the quasi Hessian matrix and gradient vector whi...

Full description

Bibliographic Details

Published in:	Neurocomputing (Amsterdam) Vol. 214; pp. 837 - 847
Main Authors:	Han, Hong-Gui, Ge, Lu-Ming, Qiao, Jun-Fei
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 19.11.2016
Subjects:	Adaptive second-order algorithm Fast convergence Fuzzy neural network Nonlinear system modeling Nonlinear system modeling Fast convergence Fuzzy neural network Adaptive second-order algorithm
ISSN:	0925-2312, 1872-8286
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!