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Some Aspects on Nonlinear System Identification
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2007 (English)Report (Other academic)
Abstract [en]

Identification of nonlinear systems is a very extensive problem, with roots and branches in several diverse fields. It is not possible to survey the area in a short text. The current presentation gives a subjective view on some essential features in the area. These concern a classification of methods, the use of different shades of grey in models, and some overall issues like bias-variance trade-offs, data sparseness and the peril of local minima.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2007. , 15 p.
LiTH-ISY-R, ISSN 1400-3902 ; 2785
Keyword [en]
Nonlinear systems, Identification
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-56051ISRN: LiTH-ISY-R-2785OAI: diva2:316889
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-09-02Bibliographically approved

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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