Seeking open-ended evolution in swarm chemistry

Hiroki Sayama*

*この研究の対応する著者

研究成果: Conference contribution

22 被引用数 (Scopus)

抄録

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.

本文言語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
出版ステータスPublished - 2011 8月 18
外部発表はい
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月 112011 4月 15

出版物シリーズ

名前IEEE 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
国/地域France
CityParis
Period11/4/1111/4/15

ASJC Scopus subject areas

  • 遺伝学
  • 人工知能
  • 計算理論と計算数学

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