Modeling biological manufacturing systems with bounded-rational agents

K. Ueda*, T. Kito, N. Fujii

*この研究の対応する著者

研究成果: Article査読

27 被引用数 (Scopus)

抄録

This paper presents bounded rationality as a characteristic of agents to develop their behavior in Biological Manufacturing Systems (BMS) that can deal with the complexity of the manufacturing environment using the ideas of self-organization, evolution and learning. Clarifying the definition and description of bounded rationality, the approach is implemented in an Ant System model. The purpose of the model is to handle the uncertainty in the perception, action and inner structure of agents by introducing bounded rationality in their characteristics. Computer simulation demonstrates the effectiveness of the approach by indicating significant improvement in the performance of the modeled BMS.

本文言語English
ページ(範囲)469-472
ページ数4
ジャーナルCIRP Annals - Manufacturing Technology
55
1
DOI
出版ステータスPublished - 2006 1月 1
外部発表はい

ASJC Scopus subject areas

  • 機械工学
  • 産業および生産工学

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