Title :
A Matlab tool for regions of attraction estimation via numerical algebraic geometry
Author_Institution :
Inst. of Control Sci., Moscow, Russia
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;
Conference_Titel :
Mechanics - Seventh Polyakhov's Reading, 2015 International Conference on
Conference_Location :
Saint Petersburg
DOI :
10.1109/POLYAKHOV.2015.7106722