Identification of Nonlinear Systems Using Neural Networks and Polynomial Models PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Identification of Nonlinear Systems Using Neural Networks and Polynomial Models PDF full book. Access full book title Identification of Nonlinear Systems Using Neural Networks and Polynomial Models by Andrzej Janczak. Download full books in PDF and EPUB format.

Identification of Nonlinear Systems Using Neural Networks and Polynomial Models

Identification of Nonlinear Systems Using Neural Networks and Polynomial Models PDF Author: Andrzej Janczak
Publisher: Springer Science & Business Media
ISBN: 9783540231851
Category : Technology & Engineering
Languages : en
Pages : 220

Book Description
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.
➤