DocumentCode
2671984
Title
A Matlab tool for regions of attraction estimation via numerical algebraic geometry
Author
Demenkov, Max
Author_Institution
Inst. of Control Sci., Moscow, Russia
fYear
2015
fDate
2-6 Feb. 2015
Firstpage
1
Lastpage
5
Abstract
For a locally stable polynomial dynamical system its region of attraction can be estimated by a polynomial Lyapunov function level set. We formulate this problem in terms of global minimization of a polynomial function over single polynomial constraint. We describe a simple Matlab tool, which employs numerical algebraic geometry methods for computing all local solutions of the optimization problem and therefore its global solution.
Keywords
Lyapunov methods; mathematics computing; minimisation; optimisation; polynomials; Matlab tool; attraction estimation; global minimization; locally stable polynomial dynamical system; numerical algebraic geometry; optimization problem; polynomial Lyapunov function level set; polynomial constraint; polynomial function; Estimation; Geometry; Lyapunov methods; MATLAB; Numerical stability; Optimization; Polynomials;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechanics - Seventh Polyakhov's Reading, 2015 International Conference on
Conference_Location
Saint Petersburg
Type
conf
DOI
10.1109/POLYAKHOV.2015.7106722
Filename
7106722
Link To Document