Seeking open-ended evolution in swarm chemistry II: Analyzing long-term dynamics via automated object harvesting

Hiroki Sayama*

*この研究の対応する著者

研究成果: Paper査読

抄録

We studied the long-term dynamics of evolutionary Swarm Chemistry by extending the simulation length ten-fold compared to earlier work and by developing and using a new automated object harvesting method. Both macroscopic dynamics and microscopic object features were characterized and tracked using several measures. Results showed that the evolutionary dynamics tended to settle down into a stable state after the initial transient period, and that the extent of environmental perturbations also affected the evolutionary trends substantially. In the meantime, the automated harvesting method successfully produced a huge collection of spontaneously evolved objects, revealing the system's autonomous creativity at an unprecedented scale.

本文言語English
ページ59-66
ページ数8
出版ステータスPublished - 2020
外部発表はい
イベント2018 Conference on Artificial Life: Beyond AI, ALIFE 2018 - Tokyo, Japan
継続期間: 2018 7 232018 7 27

Conference

Conference2018 Conference on Artificial Life: Beyond AI, ALIFE 2018
国/地域Japan
CityTokyo
Period18/7/2318/7/27

ASJC Scopus subject areas

  • モデリングとシミュレーション

フィンガープリント

「Seeking open-ended evolution in swarm chemistry II: Analyzing long-term dynamics via automated object harvesting」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル