Identification of Hybrid Systems via Mixed-Integer Programming
2001 (English)Report (Other academic)
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.
LiTH-ISY-R, ISSN 1400-3902 ; 2397
Continuous time systems, Discrete systems, Identification, Quadratic programming
IdentifiersURN: urn:nbn:se:liu:diva-55847ISRN: LiTH-ISY-R-2397OAI: oai:DiVA.org:liu-55847DiVA: diva2:316691