DocumentCode
809772
Title
Decision surface estimate of nonlinear system stability domain by Lie series method
Author
Kormanik, J. ; Li, C.C.
Author_Institution
University of Pittsburg, Pittsburg, PA, USA
Volume
17
Issue
5
fYear
1972
fDate
10/1/1972 12:00:00 AM
Firstpage
666
Lastpage
669
Abstract
The Lie series recursive algorithm for Zubov´s partial differential equation is used to generate two sets of points, where one represents the exact asymptotic stability boundary of an equilibrium state of the nonlinear system under consideration and the other is interior to it. Based on these two sets of data as training samples of two classes, a decision hypersurface can be determined such that it is a close approximation of the asymptotic stability boundary.
Keywords
Asymptotic stability; Decision procedures; Lie series; Lyapunov functions; Nonlinear systems, continuous-time; Pattern recognition; Asymptotic stability; Chemicals; Differential equations; Frequency response; Lyapunov method; NASA; Nonlinear systems; Partial differential equations; Power system dynamics; Senior members;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1972.1100088
Filename
1100088
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