Seeking open-ended evolution in swarm chemistry

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)

Abstract

This paper reports several new simulation results obtained with the revised Swarm Chemistry model. The model extensions included local transmission of recipes (kinetic rules) between particles, their stochastic differentiation, and competition and mutation of recipes. These extensions aimed to make the swarms capable of demonstrating open-ended evolution. The results indicated that "cooperation" among particles is essential for creating and maintaining macroscopic coherent structures, and that high mutation rates and dynamic environmental conditions may promote continuing evolutionary changes.

Original languageEnglish
Title of host publicationIEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011
Subtitle of host publication2011 IEEE Symposium on Artificial Life
Pages186-193
Number of pages8
DOIs
Publication statusPublished - 2011 Aug 18
EventSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Artificial Life, IEEE ALIFE 2011 - Paris, France
Duration: 2011 Apr 112011 Apr 15

Publication series

NameIEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life

Other

OtherSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Artificial Life, IEEE ALIFE 2011
CountryFrance
CityParis
Period11/4/1111/4/15

ASJC Scopus subject areas

  • Genetics
  • Artificial Intelligence
  • Computational Theory and Mathematics

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  • Cite this

    Sayama, H. (2011). Seeking open-ended evolution in swarm chemistry. In IEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life (pp. 186-193). [5954667] (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life). https://doi.org/10.1109/ALIFE.2011.5954667