Identification of Nonlinear Systems Using Neural Networks and Polynomial Models: A Block-Oriented Approach (Lecture Notes in Control and Information Sciences, 310, Band 310) - Softcover

Janczak, Andrzej

 
9783540231851: Identification of Nonlinear Systems Using Neural Networks and Polynomial Models: A Block-Oriented Approach (Lecture Notes in Control and Information Sciences, 310, Band 310)
Softcover
ISBN 10: 3540231854 ISBN 13: 9783540231851
Verlag: Springer, 2009

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
3540231854
ISBN 13 
9783540231851
Einband
Taschenbuch
Anzahl der Seiten
220
Kontakt zum Hersteller
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Darmstadt
64293
Deutschland

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ISBN 10:  3540804129 ISBN 13:  9783540804123
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Softcover