On system identification of complex systems from finite data

IEEE Transactions on Automatic Control

Volumn 46, Issue 2, 2001, Pages 235-257

  Venkatesh, S R ^a   Dahleh, M A ^a  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Control oriented identification; Polynomial sample complexity; Robust control; Robust learning; Statistics; Undermodeling

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CONVERGENCE OF NUMERICAL METHODS; LARGE SCALE SYSTEMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PARTIAL DIFFERENTIAL EQUATIONS; POLYNOMIALS; ROBUSTNESS (CONTROL SYSTEMS);

CONTROL-ORIENTED IDENTIFICATION;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 0035249631     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/9.905690     Document Type: Article

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