Seeking open-ended evolution in swarm chemistry

研究成果: Conference contribution

13 引用 (Scopus)

抜粋

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.

元の言語English
ホスト出版物のタイトルIEEE SSCI 2011 - Symposium Series on Computational Intelligence - IEEE ALIFE 2011
ホスト出版物のサブタイトル2011 IEEE Symposium on Artificial Life
ページ186-193
ページ数8
DOI
出版物ステータスPublished - 2011
外部発表Yes
イベントSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Artificial Life, IEEE ALIFE 2011 - Paris, France
継続期間: 2011 4 112011 4 15

Other

OtherSymposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Artificial Life, IEEE ALIFE 2011
France
Paris
期間11/4/1111/4/15

    フィンガープリント

ASJC Scopus subject areas

  • Genetics
  • Artificial Intelligence
  • Computational Theory and Mathematics

これを引用

Sayama, H. (2011). Seeking open-ended evolution in swarm chemistry. : 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