DocumentCode :
819738
Title :
Stability of Genetic Networks With SUM Regulatory Logic: Lur´e System and LMI Approach
Author :
Li, Chunguang ; Chen, Luonan ; Aihara, Kazuyuki
Author_Institution :
Centre for Nonlinear & Complex Syst., Univ. of Electron. Sci. & Technol. of China, Chengdu
Volume :
53
Issue :
11
fYear :
2006
Firstpage :
2451
Lastpage :
2458
Abstract :
In this paper, we present a nonlinear model for genetic regulatory networks with SUM regulatory functions. We show that the genetic network can be transformed into Lur´e form. Based on the Lyapunov method and the Lur´e system approach, sufficient conditions for the stability of the genetic networks are derived, in particular for the cases with time delays owing to the slow processes of transcription, translation, and translocation, and for the cases with stochastic perturbations due to natural random intra- and inter-cellular fluctuations. All the stability conditions are given in terms of linear matrix inequalities (LMIs), which are very easy to be verified. To test the effectiveness of our theoretical results, several examples of genetic networks are also presented in this paper
Keywords :
Lyapunov matrix equations; genetic engineering; linear matrix inequalities; numerical stability; LMI; Lur´e system; Lyapunov method; SUM regulatory logic; genetic networks; linear matrix inequalities; stochastic perturbation; time delay; Delay effects; Fluctuations; Genetics; Linear matrix inequalities; Logic; Lyapunov method; Stability; Stochastic systems; Sufficient conditions; Testing; Genetic network; Lur´e system; linear matrix inequality (LMI); stability; stochastic perturbation; systems biology; time delay;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2006.883882
Filename :
4012349
Link To Document :
بازگشت