liu.seSearch for publications in DiVA
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
A General Direct Weight Optimization Framework for Nonlinear System Identification
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Institute of Control Sciences, Russia.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2005 (English)Report (Other academic)
Abstract [en]

The direct weight optimization (DWO) approach is a method for finding optimal function estimates via convex optimization, applicable to nonlinear system identification. In this paper, an extended version of the DWO approach is introduced. A general function class description - which includes several important special cases - is presented, and different examples are given. A general theorem about the principal shape of the weights is also proven.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2005. , 15 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2697
Keyword [en]
Non-parametric identification, Function approximation, Minimax techniques, Quadratic programming, Nonlinear systems, Mean-square error
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-56034ISRN: LiTH-ISY-R-2697OAI: oai:DiVA.org:liu-56034DiVA: diva2:316910
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-10-02Bibliographically approved

Open Access in DiVA

fulltext(285 kB)62 downloads
File information
File name FULLTEXT01.pdfFile size 285 kBChecksum SHA-512
c32f5c5822a1710d25c2cc9fb6d836887a0d431abde8d270f8152755acb63583b3bee364266dfa319ec8a437345590f8ab3e542ab2a3e1d74bd75faeb9fd0f78
Type fulltextMimetype application/pdf

Authority records BETA

Roll, JacobLjung, Lennart

Search in DiVA

By author/editor
Roll, JacobLjung, Lennart
By organisation
Automatic ControlThe Institute of Technology
Control Engineering

Search outside of DiVA

GoogleGoogle Scholar
Total: 62 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

urn-nbn

Altmetric score

urn-nbn
Total: 139 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf