Skip to main content
Log in

Cellular automata in fractal arrangement

  • Original Article
  • Published:
Artificial Life and Robotics Aims and scope Submit manuscript

Abstract

Cellular automata (CAs) have been successfully used to investigate complex phenomena across a broad range of research fields. Standard CAs can be extended by applying a novel algorithm known as the recursive estimation of neighbors. This process allows the construction of non-uniform CAs that are composed of cells with different perception areas parameterized by an extra radius. This paper proposes a non-uniform CA called Fractal CA (F-CA), which is composed of cells with self-similar fractal arrangement. By focusing on the extension of 1D elementary CAs, certain characteristics of standard CAs are carried over into F-CAs, including time reversibility of the linear rules. F-CAs based on 2D outer-totalistic CAs are also mentioned briefly.

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.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

Notes

  1. Other options are beyond the scope of this paper.

References

  1. von Neumann J (1966) The theory of self-reproducing automata. In: Burks AW (ed) Essays on cellular automata. University of Illinois Press, Illinois

    Google Scholar 

  2. Reynolds CW (1987) Flocks, herds and schools: a distributed behavioral model. ACM Siggraph Comput Gr 21(4):25–34

    Article  Google Scholar 

  3. Kayama Y (2016) Extension of cellular automata by introducing an algorithm of recursive estimation of neighbors. In: Proceedings of the 21st international symposium on artificial life and robotics, pp 73–77

  4. Kayama Y (2016) Expansion of perception area in cellular automata using recursive algorithm. In: Proceeding of the fifteenth international conference on the simulation and synthesis of living systems, pp 92–99

  5. Wolfram S (1983) Statistical mechanics of cellular automata. Rev Mod Phys 55:601–644

    Article  MathSciNet  MATH  Google Scholar 

  6. Wolfram S (2002) A new kind of science. Wolfram Media Inc, Champaign

    MATH  Google Scholar 

  7. Li W, Packard N (1990) The structure of the elementary cellular automata rule space. Complex Syst 4:281–297

    MathSciNet  MATH  Google Scholar 

  8. Chaudhuri PP (1997) Additive cellular automata: theory and applications, vol 1. Wiley, Oxford

    MATH  Google Scholar 

  9. Encinas LH, del Rey AM (2007) Inverse rules of eca with rule number 150. Appl Math Comput 189(2):1782–1786

    MathSciNet  MATH  Google Scholar 

  10. Mandelbrot BB, Pignoni R (1983) The fractal geometry of nature, vol 173. WH freeman, New York

    Google Scholar 

  11. Gardner M (1970) Mathematical games. Sci Am 223:102–123

    Article  Google Scholar 

  12. Berlekamp ER, Conway JH, Guy RK (1982) Winning ways for your mathematical plays. Academic Press, New York

    MATH  Google Scholar 

  13. Adamatzky A (ed) (2010) Game of life cellular automata. Springer, London

    MATH  Google Scholar 

  14. Eppstein D (2010) Growth and decay in life-like cellular automata. In: Adamatzky A (ed) Game of life cellular automata. Springer, Berlin, pp 71–98

    Chapter  Google Scholar 

  15. Wang X, Luan D (2013) A novel image encryption algorithm using chaos and reversible cellular automata. Commun Nonlinear Sci Numer Simul 18(11):3075–3085

    Article  MathSciNet  MATH  Google Scholar 

Download references

Acknowledgements

The author wishes to thank all the anonymous reviewers for valuable comments and suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yoshihiko Kayama.

Additional information

This work was presented in part at the 23rd International Symposium on Artificial Life and Robotics, Beppu, Oita, January 18–20, 2018.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kayama, Y. Cellular automata in fractal arrangement. Artif Life Robotics 23, 395–401 (2018). https://doi.org/10.1007/s10015-018-0448-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10015-018-0448-8

Keywords

Navigation