DocumentCode
2180501
Title
Identification of hybrid systems via mixed-integer programming
Author
Bemporad, Alberto ; Roll, Jacob ; Ljung, Lennart
Author_Institution
Dip. Ingegneria dell´´Informazione, Siena Univ., Italy
Volume
1
fYear
2001
fDate
2001
Firstpage
786
Abstract
Addresses the problem of identification of hybrid dynamical systems, by focusing the attention on hinging hyperplanes and Wiener piecewise affine 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
Keywords
autoregressive processes; continuous time systems; discrete systems; identification; integer programming; quadratic programming; Wiener piecewise affine autoregressive exogenous models; global optimum; hinging hyperplanes autoregressive exogenous models; hybrid dynamical systems; identification; mixed-integer programming; quadratic programming; Algorithm design and analysis; Dynamic programming; Fault detection; Jacobian matrices; Logic devices; Nonlinear dynamical systems; Quadratic programming; Stability analysis; White noise;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location
Orlando, FL
Print_ISBN
0-7803-7061-9
Type
conf
DOI
10.1109/.2001.980202
Filename
980202
Link To Document