Identification of Hybrid Systems via Mixed-Integer Programming
2001 (English)In: Proceedings of the 40th IEEE Conference on Decision and Control, 2001, 786-792 vol.1 p.Conference paper (Refereed)
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
2001. 786-792 vol.1 p.
Continuous time systems, Discrete systems, Identification, Quadratic programming
Engineering and Technology Control Engineering
IdentifiersURN: urn:nbn:se:liu:diva-90801DOI: 10.1109/.2001.980202ISBN: 0-7803-7061-9OAI: oai:DiVA.org:liu-90801DiVA: diva2:616420
40th IEEE Conference on Decision and Control, Orlando, FL, USA, December, 2001