Skip to main content

Part of the book series: Springer Proceedings in Physics ((SPPHY,volume 46))

Abstract

In this paper we study some dynamical aspects of Cellular Automata. Essentially we characterize the steady state behavior for a class of local rules in the context of Potts and Bounded Threshold Automata. For Potts automata we exhibit a class that has a complex dynamics, i.e. the automaton simulates any logical function by coding binary information as gliders in a one-dimensional cellular space. On the other hand, we characterize another class which has a simple dynamical behavior: fixed points or two-cycles in the steady state. In the context of Bounded Threshold Automata with arbitrary interactions (not necessarily symmetric) we characterize its dynamics for one-dimensional cellular arrays: the only admissible cycles have period T ≤ 4. Furthermore, we give sufficient conditions to obtain a period-2 behavior in high dimensional lattices.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 119.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 159.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bienenstock E., Fogelman-Soulie F., Weisbuch G., Disordered Systems and Biological Organization, Proc. Les Houches, NATO ASI series F vol.20 (Springer-Verlag, 1986).

    Google Scholar 

  2. Demongeot J., Goles E., Tchuente M., Cellular Automata and Dynamical Systems, (Academic Press, 1985)

    MATH  Google Scholar 

  3. Fogelman-Soulié F., Robert Y., Tchuente M., Automata Networks in Computer Science, (Manchester Univ. Press, 1987).

    Google Scholar 

  4. Fogelman-Soulié F., Goles E., Weisbuch G., Disc. Appl. Maths. 6(1983)95.

    Article  Google Scholar 

  5. Fogelman-Soulié F., Goles E., Martinez S., Mejia C., “Energy functionals in Neural Networks with continuous local functions”, Res.Rep.EHEI, Paris-V, 1988, submitted to Complex Systems.

    Google Scholar 

  6. Goles E., Martinez S., Dynamics on Generalized Neural Networks, to appear.

    Google Scholar 

  7. Goles E., Olivos J., Disc. Appl. Maths.3(1981)93.

    Article  MathSciNet  MATH  Google Scholar 

  8. Goles E., SIAM J. on Disc, and Alg. Meths. 4(1982)529.

    Article  MathSciNet  Google Scholar 

  9. Goles E., Theor. Comp.Sci.41(1985)19.

    Article  MATH  Google Scholar 

  10. Goles E., Disc. Applied Maths. 13(1986)97.

    Article  MathSciNet  MATH  Google Scholar 

  11. Goles E., Martinez S., Disc. Appl. Maths. 18(1987)39.

    Article  MATH  Google Scholar 

  12. Goles E., Martinez S., “Lyapunov functionals for Automata Networks defined by cyclically monotone functions”, Res. Rep., Dep. Mat., U. de Chile, 1987, submitted to SIAM J. Disc. Maths.

    Google Scholar 

  13. Goles E., Vichniac G., “Lyapunov functions for parallel neural networks”, in Neural Networks for Computing, Snowbird 1986, Denker ed., Am.Inst.Phys. 151(1986)165.

    Google Scholar 

  14. Goles E., Vichniac G., “Attractors in synchronous Networks of multibit Automata”, Res.Rep., MIT Plasma Fusion Center, 1988, submitted to J. of Physics A.

    Google Scholar 

  15. Goles E., Fogelman-Soulie F., Pellegrin D., Disc. Applied Maths. 12(1985)261.

    Article  MATH  Google Scholar 

  16. Goles E., Olivos J., Inf. and Control51(1981)2.

    Google Scholar 

  17. Hopfield J. J., Proc. Nat. Acad. Sc. USA 79(1982)2554.

    Article  MathSciNet  ADS  Google Scholar 

  18. Hopfield J. J., Tank D. W., Biol.Cybern. 52(1985)141.

    MathSciNet  MATH  Google Scholar 

  19. Shingai R., Inf. and Control 41(1979).

    Google Scholar 

  20. Smith A. R., J.Assoc. Computing Machinery, 1(1971)339.

    Google Scholar 

  21. Ulam S., “Some mathematical problems connected with patterns of growth figures”, inEssays on Cellular Automata, Burks A. W. ed., (Univ. Illinois Press, 1970).

    Google Scholar 

  22. Von Neumann J., Theory of self-reproducing automata, (Univ. of Illinois Press, Urbana, 1966).

    Google Scholar 

  23. Wolfram S., Theory and Applications of Cellular Automata, (World Scientific, 1986).

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1989 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Goles, E. (1989). Cellular Automata, Dynamics and Complexity. In: Manneville, P., Boccara, N., Vichniac, G.Y., Bidaux, R. (eds) Cellular Automata and Modeling of Complex Physical Systems. Springer Proceedings in Physics, vol 46. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-75259-9_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-75259-9_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-75261-2

  • Online ISBN: 978-3-642-75259-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics