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Identification of hybrid systems via mixed-integer programming

Author(s):

A. Bemporad, J. Roll, L. Ljung
Conference/Journal:

IEEE Conference on Decision and Control, Orlando, Florida
Abstract:

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.

Year:

2001
Type of Publication:

(01)Article
Supervisor:



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% Autogenerated BibTeX entry
@InProceedings { BemRol:2001:IFA_1686,
    author={A. Bemporad and J. Roll and L. Ljung},
    title={{Identification of hybrid systems via mixed-integer
	  programming}},
    booktitle={IEEE Conference on Decision and Control},
    pages={},
    year={2001},
    address={Orlando, Florida},
    url={http://control.ee.ethz.ch/index.cgi?page=publications;action=details;id=1686}
}
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