ABOUT UNIVERSAL BASINS OF ATTRACTION IN HIGH-DIMENSIONAL SYSTEMS

ZERAOULIA ELHADJ
Department of Mathematics,
University of T´ebessa, 12002, Algeria
zeraoulia@mail.univ-tebessa.dz
zelhadj12@yahoo.fr

J. C. SPROTT
Department of Physics, University of Wisconsin,
Madison, WI 53706, USA
sprott@physics.wisc.edu

Received March 31, 2013; Revised July 10, 2013

ABSTRACT

In this letter, we will show the existence of invariant sets called universal basins of attraction for typical nonlinear high-dimensional dynamical systems such as randomly sampled high-dimensional vector fields (ODEs) or maps. The method of analysis is based on the definition of an equivalence class between systems with the same number of neurons, the same number of time lags, and the same upper bound for one family of bifurcation parameters.

Ref: E. Zeraoulia and J. C. Sprott, International Journal of Bifurcation and Chaos 23, 1350120 (2013)

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