Lyapunov Exponents versus Expansivity and Sensitivity in Cellular Automata

Michele Finelli, Giovanni Manzini, Luciano Margara

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Abstract

We establish a connection between the theory of Lyapunov exponents and the properties of expansivity and sensitivity to initial conditions for a particular class of discrete time dynamical systems; cellular automata (CA). The main contribution of this paper is the proof that all expansive cellular automata have positive Lyapunov exponents for almost all the phase space configurations. In addition, we provide an elementary proof of the non-existence of expansive CA in any dimension greater than 1. In the second part of this paper we prove that expansivity in dimension greater than 1 can be recovered by restricting the phase space to asuitablesubset of the whole space. To this extent we describe a 2-dimensional CA which is expansive over adense uncountablesubset of the whole phase space. Finally, we highlight the different behavior of expansive and sensitive CA for what concerns the speed at which perturbations propagate.

Lingua originaleInglese
pagine (da-a)210-233
Numero di pagine24
RivistaJournal of Complexity
Volume14
Numero di pubblicazione2
DOI
Stato di pubblicazionePubblicato - giu 1998
Pubblicato esternamente

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