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Identification of Hybrid Systems via Mixed-Integer Programming
University of Siena, Italy.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2001 (English)Report (Other academic)
Abstract [en]

This paper addresses the problem of identification of hybrid dynamical systems, by focusing the attention on hinging hyperplanes (HHARX) and wiener piecewise affine (W-PWARX) autoregressive exogenous models. In particular, we provide algorithms based on mixed-integer linear or quadratic programming which are guaranteed to converge to a global optimum. We also discuss issues of state-space realization of HHARX and W-PWARX models into several existing discrete-time hybrid state-space forms.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2001. , 23 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2397
Keyword [en]
Continuous time systems, Discrete systems, Identification, Quadratic programming
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55847ISRN: LiTH-ISY-R-2397OAI: oai:DiVA.org:liu-55847DiVA: diva2:316691
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-09-04Bibliographically approved

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Roll, JacobLjung, Lennart

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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