TY - BOOK AU - ED - SpringerLink (Online service) TI - Construction of Global Lyapunov Functions Using Radial Basis Functions T2 - Lecture Notes in Mathematics, SN - 9783540699095 AV - QA313 U1 - 515.39 23 PY - 2007/// CY - Berlin, Heidelberg PB - Springer Berlin Heidelberg KW - Mathematics KW - Differentiable dynamical systems KW - Differential Equations KW - Dynamical Systems and Ergodic Theory KW - Approximations and Expansions KW - Ordinary Differential Equations N1 - Lyapunov Functions -- Radial Basis Functions -- Construction of Lyapunov Functions -- Global Determination of the Basin of Attraction -- Application of the Method: Examples; ZDB-2-SMA; ZDB-2-LNM N2 - The basin of attraction of an equilibrium of an ordinary differential equation can be determined using a Lyapunov function. A new method to construct such a Lyapunov function using radial basis functions is presented in this volume intended for researchers and advanced students from both dynamical systems and radial basis functions. Besides an introduction to both areas and a detailed description of the method, it contains error estimates and many examples UR - http://dx.doi.org/10.1007/978-3-540-69909-5 ER -