Title :
Discrete Chaos-I: Theory
Author :
Kocarev, Ljupco ; Szczepanski, Janusz ; Amigó, José M. ; Tomovski, Igor
Author_Institution :
Inst. for Nonlinear Sci., Univ. of California, San Diego, CA
fDate :
6/1/2006 12:00:00 AM
Abstract :
We propose a definition of the discrete Lyapunov exponent for an arbitrary permutation of a finite lattice. For discrete-time dynamical systems, it measures the local (between neighboring points) average spreading of the system. We justify our definition by proving that, for large classes of chaotic maps, the corresponding discrete Lyapunov exponent approaches the largest Lyapunov exponent of a chaotic map when Mrarrinfin, where M is the cardinality of the discrete phase space. In analogy with continuous systems, we say the system has discrete chaos if its discrete Lyapunov exponent tends to a positive number, when Mrarrinfin. We present several examples to illustrate the concepts being introduced
Keywords :
Lyapunov methods; chaos; lattice networks; arbitrary permutation; chaotic maps; continuous systems; discrete Lyapunov exponent; discrete chaos; discrete phase space; discrete-time dynamical systems; finite lattice; Bifurcation; Chaos; Chaotic communication; Continuous time systems; Cryptography; Earthquake engineering; Extraterrestrial measurements; Helium; Lattices; Mathematics; Chaos; Lyapunov components; discrete chaos;
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
DOI :
10.1109/TCSI.2006.874181