Skip to main content

Interaction Based Evolution of Self-Replicating Loop Structures

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2801))

Abstract

We propose an ecosystem of self-replicating cellular automaton loops by designing new rules for interactions between individual loops. The loops interact competitively with each other, from which a hypercycle-like network emerges. A spiral structure is seen to emerge from this model with five species. This spiral allows the formation of larger loops at the bounaries between different species. Unlike the single species case, our model allows larger loops to live for long periods of time, and they can replicate in spite of their necessarily lower replication speed.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. von Neumann, J.: Theory of Self-Reproducing Automata. University of Illinois Press Urbana, Illinois (1966); Edited and completed by A. W. Burks

    Google Scholar 

  2. Ikegami, T., Hashimoto, T.: Active Mutation in Self-reproducing Networks of Machines and Tapes. Artificial Life 2(3), 305–318 (1995)

    Article  Google Scholar 

  3. Ikegami, T., Hashimoto, T.: Replication and Diversity in Machine-Tape Coevolutionary Systems. In: Langton, C.G., Shimohara, K. (eds.) Artificial Life V: Proceedings of the Fifth International Workshop on the Synthesis and Simulation of Living Systems, pp. 426–433. MIT press, Cambridge (1997)

    Google Scholar 

  4. McMullin, B.: John von Neumann and the Evolutionary Growth of Complexity: Looking Backward, Looking Forward. Artificial Life 6(4), 347–361 (2000)

    Article  Google Scholar 

  5. Sayama, H.: A new structurally dissolvable self-reproducing loop evolving in a simple cellular automata space. Artificial Life 5(4), 343–365 (1999)

    Article  Google Scholar 

  6. Sayama, H.: Self-replicating worms that increase structural complexity through gene transmission. In: Bedau, M.A., McCaskill, J.S., Packard, N.H., Rasmussen, S. (eds.) Artificial Life VII: Proceedings of the Seventh International Conference on Artificial Life, pp. 21–30. MIT Press, Cambridge (2000)

    Google Scholar 

  7. Morita, K., Imai, K.: A simple self-reproducing cellular automaton with shapeencoding mechanism. In: Langton, C.G., Shimohara, K. (eds.) Artificial Life V: Proceedings of the Fifth International Workshop on the Synthesis and Simulation of Living Systems, pp. 489–496. MIT Press, Cambridge (1997)

    Google Scholar 

  8. Hogeweg, P.: Multilevel evolution: replicators and the evolution of diversity. Physica D 75, 275–291 (1994)

    Article  MATH  Google Scholar 

  9. Ito, H., Ikegami, T.: Evolutionary Dynamics of a Food Web with Recursive Branching and Extinction. In: Russell, K.S., Bedau, M.A., Hussein, A.A. (eds.) Artificial Life VIII: Proceedings of the Eighth International Conference on Artificial Life, pp. 207–215. MIT Press, Cambridge (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Suzuki, K., Ikegami, T. (2003). Interaction Based Evolution of Self-Replicating Loop Structures. In: Banzhaf, W., Ziegler, J., Christaller, T., Dittrich, P., Kim, J.T. (eds) Advances in Artificial Life. ECAL 2003. Lecture Notes in Computer Science(), vol 2801. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39432-7_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-39432-7_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20057-4

  • Online ISBN: 978-3-540-39432-7

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics