January  2007, 7(1): 101-124. doi: 10.3934/dcdsb.2007.7.101

Construction of a global Lyapunov function using radial basis functions with a single operator

1. 

Zentrum Mathematik, TU München, Boltzmannstr. 3, D-85747 Garching bei München, Germany

Received  April 2005 Revised  August 2006 Published  October 2006

We study the basin of attraction of an asymptotically stable equilibrium of a general autonomous ordinary differential equation. Sublevel sets of Lyapunov functions provide subsets of the basin of attraction. In this paper we construct a Lyapunov function by approximation via radial basis functions. We show the existence and the smoothness of a Lyapunov function with certain, given orbital derivative. By approximation of this Lyapunov function via its orbital derivative using radial basis functions we obtain a global Lyapunov function and can thus determine each compact subset of the basin of attraction.
Citation: Peter Giesl. Construction of a global Lyapunov function using radial basis functions with a single operator. Discrete & Continuous Dynamical Systems - B, 2007, 7 (1) : 101-124. doi: 10.3934/dcdsb.2007.7.101
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