Seeking open-ended evolution in swarm chemistry

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

13 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
Externally publishedYes
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

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

Fingerprint

Mutation Rate
Mutation
Kinetics

ASJC Scopus subject areas

  • Genetics
  • Artificial Intelligence
  • Computational Theory and Mathematics

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] https://doi.org/10.1109/ALIFE.2011.5954667

Seeking open-ended evolution in swarm chemistry. / Sayama, Hiroki.

IEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life. 2011. p. 186-193 5954667.

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

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., 5954667, pp. 186-193, Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Artificial Life, IEEE ALIFE 2011, Paris, France, 11/4/11. https://doi.org/10.1109/ALIFE.2011.5954667
Sayama H. 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. 2011. p. 186-193. 5954667 https://doi.org/10.1109/ALIFE.2011.5954667
Sayama, Hiroki. / Seeking open-ended evolution in swarm chemistry. IEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011: 2011 IEEE Symposium on Artificial Life. 2011. pp. 186-193
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