Nonlinear Modeling

Nonlinear Modeling
Author: Johan A. K. Suykens
Publisher: Springer Science & Business Media
Total Pages: 284
Release: 1998-06-30
Genre: Language Arts & Disciplines
ISBN: 9780792381952

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This collection of eight contributions presents advanced black-box techniques for nonlinear modeling. The methods discussed include neural nets and related model structures for nonlinear system identification, enhanced multi-stream Kalman filter training for recurrent networks, the support vector method of function estimation, parametric density estimation for the classification of acoustic feature vectors in speech recognition, wavelet based modeling of nonlinear systems, nonlinear identification based on fuzzy models, statistical learning in control and matrix theory, and nonlinear time- series analysis. The volume concludes with the results of a time- series prediction competition held at a July 1998 workshop in Belgium. Annotation copyrighted by Book News, Inc., Portland, OR.


Nonlinear Modeling
Language: en
Pages: 284
Authors: Johan A. K. Suykens
Categories: Language Arts & Disciplines
Type: BOOK - Published: 1998-06-30 - Publisher: Springer Science & Business Media

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This collection of eight contributions presents advanced black-box techniques for nonlinear modeling. The methods discussed include neural nets and related mode
Adaptive Learning Methods for Nonlinear System Modeling
Language: en
Pages: 390
Authors: Danilo Comminiello
Categories: Technology & Engineering
Type: BOOK - Published: 2018-06-11 - Publisher: Butterworth-Heinemann

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Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for no
Modeling Nonlinear Problems in the Mechanics of Strings and Rods
Language: en
Pages: 434
Authors: Oliver M. O'Reilly
Categories: Mathematics
Type: BOOK - Published: 2017-03-10 - Publisher: Springer

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This book presents theories of deformable elastic strings and rods and their application to broad classes of problems. Readers will gain insights into the formu
Nonlinear Dynamic Modeling of Physiological Systems
Language: en
Pages: 564
Authors: Professor Vasilis Z. Marmarelis
Categories: Medical
Type: BOOK - Published: 2004-09-03 - Publisher: John Wiley & Sons

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The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a pr
Numerical Methods for Nonlinear Engineering Models
Language: en
Pages: 1013
Authors: John R. Hauser
Categories: Technology & Engineering
Type: BOOK - Published: 2009-03-24 - Publisher: Springer Science & Business Media

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There are many books on the use of numerical methods for solving engineering problems and for modeling of engineering artifacts. In addition there are many styl