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Identification Of Nonlinear Systems Using Neural Networks And Polynomial Models A Blockoriented Approach 1st Edition Andrzej Janczak

  • SKU: BELL-2159368
Identification Of Nonlinear Systems Using Neural Networks And Polynomial Models A Blockoriented Approach 1st Edition Andrzej Janczak
$ 31.00 $ 45.00 (-31%)

4.1

90 reviews

Identification Of Nonlinear Systems Using Neural Networks And Polynomial Models A Blockoriented Approach 1st Edition Andrzej Janczak instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 3.31 MB
Pages: 208
Author: Andrzej Janczak
ISBN: 9783540231851, 3540231854
Language: English
Year: 2004
Edition: 1

Product desciption

Identification Of Nonlinear Systems Using Neural Networks And Polynomial Models A Blockoriented Approach 1st Edition Andrzej Janczak by Andrzej Janczak 9783540231851, 3540231854 instant download after payment.

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.

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