Skip to main content
Log in

Entropy of multidimensional cellular automata

  • Automata Theory
  • Published:
Problems of Information Transmission Aims and scope Submit manuscript

Abstract

Since the topological entropy of a vast class of two-dimensional cellular automata (CA) is infinite, of interest is the possibility to renormalize it so that to obtain a positive finite value. We find the asymptotics of the information function of a multidimensional CA and, accordingly, introduce the renormalized topological entropy as a coefficient of this asymptotics. We describe some properties of the introduced quantity, in particular, its positivity for CA of the type of “The Game of Life.” Also, we give an example of an explicit evaluation of this parameter for a particular cellular automaton.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. D’amico, M., Manzini, G., and Margara, L., On Computing the Entropy of Cellular Automata, Theor. Comput. Sci., 2003, vol. 290, no. 3, pp. 1629–1646.

    Article  MathSciNet  Google Scholar 

  2. Lakshtanov, E.L. and Langvagen, E.S., Criterion of Infinite Topological Entropy for Multidimensional Cellular Automata, Probl. Peredachi Inf., 2004, vol. 40, no. 2, pp. 70–72 [Probl. Inf. Trans. (Engl. Transl.), 2004, vol. 40, no. 2, pp. 165–167].

    MATH  MathSciNet  Google Scholar 

  3. Milnor, J., Directional Entropies of Cellular Automaton Maps, Disordered Systems and Biological Organization, Bienenstock, E., Fogelman Soulié, F., and Weisbuch, G., Eds., Berlin: Springer, 1986, pp. 113–115.

    Google Scholar 

  4. Efendiev, M.A. and Zelik, S.V., Upper and Lower Bounds for the Kolmogorov Entropy of the Attractor for the RDE in an Unbounded Domain, J. Dynam. Differential Equations, 2004, vol. 14, no. 2, pp. 369–403.

    Article  MathSciNet  Google Scholar 

  5. Langvagen, E.S., Criterion of Infinite Topological Entropy for Multidimensional Cellular Automata, in Proc. Int. Conf. on Differential Equations and Dynamic Systems, Suzdal’, 2004, p. 100.

  6. Eppstein, D., Searching for Spaceships, MSRI Lectures, July 2000. Available at http://www.msri.org/publications/ln/msri/2000/gametheory/eppstein/1/.

  7. Katok, A.B. and Hasselblatt, B., Introduction to the Modern Theory of Dynamical Systems, Encyclopedia of Mathematics and Its Applications, vol. 54, Cambridge: Cambridge Univ. Press, 1995. Translated under the title Vvedenie v sovremennuyu teoriyu dinamicheskikh sistem, Moscow: Faktorial, 1999.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

Original Russian Text © E.L. Lakshtanov, E.S. Langvagen, 2006, published in Problemy Peredachi Informatsii, 2006, Vol. 42, No. 1, pp. 43–51.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lakshtanov, E.L., Langvagen, E.S. Entropy of multidimensional cellular automata. Probl Inf Transm 42, 38–45 (2006). https://doi.org/10.1134/S0032946006010042

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1134/S0032946006010042

Keywords

Navigation