Exact Calculation of Lyapunov Exponents and Spreading Rates for Rule 40

نویسنده

  • Fumio Ohi
چکیده

In this paper we exactly calculate the Lyapunov exponents and two kinds of spreading rates for elementary cellular automaton (ECA) rule 40. One spreading rate, simply called the spreading rate, is defined by following A. Ilachinski [1], and the other one originally defined in this paper is called the strict spreading rate. For the Lyapunov exponents, we use M. A. Shereshevsky’s definition [2]. For an arbitrarily given rational number between 1 ê 2 and 1, we specifically construct a configuration having the Lyapunov exponent equal to the rational number. For rule 40, the Lyapunov exponent is equal to the spreading rate but not necessarily to the strict spreading rate. For the strict spreading rate, it is proved that for an arbitrarily given real number between 1 ê 2 and 1, there exists a configuration having the strict spreading rate equal to the given real number. This theorem is proved by construction. These dynamical properties are observed on the set of configurations of a specific type. We formally prove that the Bernoulli measure of this set is 0, which is why these dynamical properties have not been observed in computer simulations.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Computations of the Lyapunov exponents from time series

In this article, we consider chaotic behavior happened in nonsmooth dynamical systems. To quantify such a behavior, a computation of Lyapunov exponents for chaotic orbits of a given nonsmooth dynamical system is focused. The Lyapunov exponent is a very important concept in chaotic theory, because this quantity measures the sensitive dependence on initial conditions in dynamical systems. Therefo...

متن کامل

Statistics of finite-time Lyapunov exponents in the Ulam map.

The statistical properties of finite-time Lyapunov exponents at the Ulam point of the logistic map are investigated. The exact analytical expression for the autocorrelation function of one-step Lyapunov exponents is obtained, allowing the calculation of the variance of exponents computed over time intervals of length n. The variance anomalously decays as 1/n(2). The probability density of finit...

متن کامل

Comment on "ruling out chaos in compact binary systems".

Intuitively, black hole binaries are obvious candidates for chaotic dynamics. Firstly, they are highly non-linear systems and chaos is an expression of extreme nonlinearity. Secondly, there are isolated unstable orbits around a Schwarzschild black hole, and unstable orbits are a red flag for the onset of chaos. Surely the orbits only become more unstable and more complex when there are two blac...

متن کامل

Weakly Coupled Distributed Calculation of Lyapunov Exponents for Non-Linear Dynamical Systems

Numerical estimation of Lyapunov exponents in non-linear dynamical systems results in a very high computational cost. This is due to the large-scale computational cost of several Runge–Kutta problems that need to be calculated. In this work we introduce a parallel implementation based on MPI (Message Passing Interface) for the calculation of the Lyapunov exponents for a multidimensional dynamic...

متن کامل

Introducing Lyapunov Profiles of Cellular Automata

Motivated by their important role in smooth dynamical systems, Lyapunov exponents have been conceived decades ago as a means to study the stability of cellular automata (CAs). More precisely, they quantify their sensitive dependence on initial conditions. As a next step towards the establishment of a dynamical systems theory of CAs that is inspired by its analogue for smooth dynamical systems, ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:
  • Complex Systems

دوره 19  شماره 

صفحات  -

تاریخ انتشار 2011