Identification of Nonlinear Systems Using Neural Networks and Polynomial Models

Andrzej Janczak ... 199 pages - Publisher: Springer; (February, 2009) ... 
Language: English - ISBN-10: 3540231854 - ISBN-13: 978-3540231851 ...

This monograph systematically presents the existing identification methods of nonlinear systems using the block-oriented approach It surveys various known approaches to the identification of Wiener and Hammerstein systems which are applicable to both neural network and polynomial models. The book gives a comparative study of their gradient approximation accuracy, computational complexity, and convergence rates and furthermore presents some new and original methods concerning the model parameter adjusting with gradient-based techniques. "Identification of Nonlinear Systems Using Neural Networks and Polynomal Models" is useful for researchers, engineers and graduate students in nonlinear systems and neural network theory.

Identification of Nonlinear Systems Using Neural Networks and Polynomial Models, Andrzej Janczak


Post a Comment

Hello there. Do you want to chat on skype? Id: GeoTeknikk. We are at your service to share the knowledge. [We’re particularly passionate about girls' education. There is still a huge gender gap in education. We want to change this.]

Contact Form

Name

Email *

Message *

Theme images by blue_baron. Powered by Blogger.