Title :
Numerical Optimization-based Extremum Seeking Control of LTI Systems
Author :
Zhang, Chunlei ; Ordóñez, Raúl
Author_Institution :
Department of Electrical and Computer Engineering University of Dayton, 300 College Park, Dayton, OH 45469, USA. zhangchz@notes.udayton.edu.
Abstract :
An extremum seeking control scheme of LTI systems is introduced in this paper. The extremum seeking problem is treated as a numerical optimization with dynamic system constraints. The convergence and robustness of the extremum seeking scheme is guaranteed by the numerical optimization algorithm, where a detailed analysis based on the line search method is addressed. A simulation example is given to show the effectiveness of the proposed scheme with and without input disturbance.
Keywords :
Algorithm design and analysis; Control systems; Convergence; Educational institutions; Ignition; Nonlinear dynamical systems; Optimization methods; Performance analysis; Robustness; Search methods;
Conference_Titel :
Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on
Print_ISBN :
0-7803-9567-0
DOI :
10.1109/CDC.2005.1582859
