Title :
An analytical method of estimating the domain of attraction for polynomial differential equations
Author :
Levin, Alexanckr
Author_Institution :
Dept. of Electr. Eng., City Univ. of New York, NY, USA
fDate :
12/1/1994 12:00:00 AM
Abstract :
A system of nth-order differential equations with polynomial right-hand sides is considered, and a simple analytical method of estimating the domain of attraction is developed. The method involves an ordinary quadratic Lyapunov function υ=XTQ(Y)X with a certain parameter vector Y from the same state space. All linear factors in the expression for υ˙ are bounded in the domain υ⩽1, and the derivative is bounded by a quadratic function, the negativeness of which determines the restrictions for Y. The domain of attraction is estimated through a simple scaling of the obtained area or through its nonlinear transformation with optimization. The method allows for obtaining domains (for example, with infinite volume) that are comparable with ones obtained by complicated computational procedures. A set of examples is presented
Keywords :
Lyapunov methods; differential equations; polynomials; state-space methods; attraction domain estimation; domain of attraction; ordinary quadratic Lyapunov function; polynomial differential equations; Adaptive control; Artificial intelligence; Automatic control; Differential equations; Disruption tolerant networking; Integral equations; Intelligent control; Lyapunov method; Polynomials; Programmable control;
Journal_Title :
Automatic Control, IEEE Transactions on