Estimation and robustness analysis of protein networks for cell cycle systems

Takehito Azuma, Masachika Kurata, Noriko Takahashi, Shuichi Adachi

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

This paper proposes an estimation problem of protein networks for cell cycle and their robustness analysis. Our proposed method is explained to estimate a protein network for cell cycle based on system identification techniques. The method is based on the least-squares method for state space models. Applying the method, a 6-dimensional protein network is estimated for cell cycle to demonstrate the efficacy of our proposed method. The estimated protein network is called as 6-dimensional cell cycle system and the cell cycle system is described as nonlinear differential equations. Moreover robustness analysis and numerical simulations are performed for the cell cycle system described as nonlinear differential equations. From these results, robustness of the cell cycle system is discussed.

本文言語English
ホスト出版物のタイトル2010 IEEE International Conference on Control Applications, CCA 2010
ページ512-517
ページ数6
DOI
出版ステータスPublished - 2010 12 1
イベント2010 IEEE International Conference on Control Applications, CCA 2010 - Yokohama, Japan
継続期間: 2010 9 82010 9 10

出版物シリーズ

名前Proceedings of the IEEE International Conference on Control Applications

Other

Other2010 IEEE International Conference on Control Applications, CCA 2010
CountryJapan
CityYokohama
Period10/9/810/9/10

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science Applications
  • Mathematics(all)

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