DocumentCode :
2259239
Title :
Computing the domain of attraction for polynomial systems via BMI optimization method
Author :
Tibken, Bernd ; Fan, Youping
Author_Institution :
Fac. of Electr., Inf. & Media Eng., Wuppertal Univ.
fYear :
2006
fDate :
14-16 June 2006
Abstract :
Concerning a time-invariant, autonomous and polynomial system, we propose a new approach to estimate the domain of attraction (DOA) around an asymptotically stable equilibrium. Special emphasis is laid on elaborating the connections between modern results of real algebraic geometry and Lyapunov´s stability theory, namely between the positive definite polynomials and the direct method of Lyapunov. The estimation problem can thereby be reduced to solving a sequence of low non-convexity-rank bilinear matrix inequalities (BMI) optimization problems. The BMI problem enables the calculation of the inner approximation to the relevant region of the DOA. We illustrate the presented approach with an example
Keywords :
Lyapunov methods; algebra; asymptotic stability; computational geometry; linear matrix inequalities; optimisation; polynomial approximation; BMI optimization; Lyapunov stability theory; asymptotically stable equilibrium; autonomous system; domain of attraction; estimation problem; nonconvexity-rank bilinear matrix inequalities; polynomial system; real algebraic geometry; time-invariant system; Direction of arrival estimation; Geometry; Linear matrix inequalities; Lyapunov method; Optimization methods; Polynomials; Shape; Stability; Symmetric matrices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
Type :
conf
DOI :
10.1109/ACC.2006.1655340
Filename :
1655340
Link To Document :
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