Identification of piecewise affine systems via mixed-integer programming
نویسندگان
چکیده
منابع مشابه
Identification of piecewise affine systems via mixed-integer programming
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. For the special case where switches occur o...
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Many successful tools have been proposed by several researchers for safety analysis, stability analysis, and control/scheduling synthesis for hybrid systems. However, one important area which has not received much attention in the hybrid systems community is the identi cation of piecewise aÆne systems. As a step in that direction, we present an algorithm for identifying piecewise aÆne Wiener mo...
متن کاملIdentification of Hybrid Systems via Mixed-Integer Programming
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 reali...
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ژورنال
عنوان ژورنال: Automatica
سال: 2004
ISSN: 0005-1098
DOI: 10.1016/j.automatica.2003.08.006