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
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