Chaos control using maximum Lyapunov number of universal learning network

K. Hirasawa*, X. Wan, J. Murata, J. Hu

*この研究の対応する著者

研究成果: Conference article査読

3 被引用数 (Scopus)

抄録

Chaotic behaviors are characterized mainly by Lyapunov numbers of a dynamic system. In this paper, a new method is proposed, which can control the maximum Lyapunov number of dynamic system that can be represented by Universal Learning Networks (ULNs). The maximum Lyapunov number of a dynamic system can be formulated by using higher order derivatives of ULNs and parameters of ULNs can be adjusted for the maximum Lyapunov number to approach to the target value by the combined gradient and random search method. Based on simulation results, a fully connected ULN with three nodes is possible to display chaotic behaviors.

本文言語English
ページ(範囲)1702-1707
ページ数6
ジャーナルProceedings of the IEEE International Conference on Systems, Man and Cybernetics
2
出版ステータスPublished - 1998 12月 1
外部発表はい
イベントProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 2 (of 5) - San Diego, CA, USA
継続期間: 1998 10月 111998 10月 14

ASJC Scopus subject areas

  • 制御およびシステム工学
  • ハードウェアとアーキテクチャ

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