Robust stabilization and H∞ controllers design for stochastic genetic regulatory networks with time-varying delays and structured uncertainties

被引:34
作者
He, Yong [1 ]
Zeng, Jin [1 ]
Wu, Min [1 ]
Zhang, Chuan-Ke [1 ,2 ]
机构
[1] Cent S Univ, Sch Informat Sci & Engn, Changsha 410083, Hunan, Peoples R China
[2] Univ Liverpool, Dept Elect Engn & Elect, Liverpool L69 3GJ, Merseyside, England
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Genetic regulatory networks (GRNs); Stabilization; H-infinity control; Time-varying delay; Stochastic perturbation; Free-weighting matrix approach; ASYMPTOTIC STABILITY; EXPRESSION; SYSTEMS; FEEDBACK; NOISE;
D O I
10.1016/j.mbs.2012.01.005
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper deals with the problem of stabilization design and H-infinity control for a class of genetic regulatory networks (GRNs) with both intrinsic perturbation and extrinsic perturbation. Some delay-dependent mean-square stabilization criteria are put forward for nominal systems and uncertain systems by using an improved free-weighting matrix approach. As a result, the corresponding stabilization controllers and H-infinity controllers of GRNs are constructed with time delays compensated and suboptimal solutions are obtained via exploiting an iterative procedure together with the linear matrix inequality (LMI) method and the cone complementarity liberalization (CCL) algorithm. Finally, three numerical examples are presented to illustrate the effectiveness of the proposed theoretical results. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:53 / 63
页数:11
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