Delay partition method for the robust stability of uncertain genetic regulatory networks with time-varying delays

被引:24
|
作者
Wang, Wenqin [1 ]
Wang, Yongzhi [2 ]
Nguang, Sing Kiong [3 ]
Zhong, Shouming [4 ]
Liu, Feng [5 ]
机构
[1] Tianjin Polytech Univ, Sch Sci, Tianjin 300130, Peoples R China
[2] Hebei Univ Technol, Sch Energy & Environm Engn, Tianjin 300401, Peoples R China
[3] Univ Auckland, Dept Elect & Comp Engn, Auckland 1, New Zealand
[4] Univ Elect Sci & Technol China, Sch Math Sci, Chengdu 611731, Sichuan, Peoples R China
[5] Tianjin Med Univ, Gen Hosp, Dept Radiol, Tianjin 300052, Peoples R China
关键词
Genetic regulatory network; Parameter uncertainty; Time-varying delay; Linear matrix inequality; Lyapunov-Krasovskii functional; DISTRIBUTION-DEPENDENT STABILITY; DECOMPOSITION APPROACH; ASYMPTOTIC STABILITY; DISTRIBUTED DELAYS; H-INFINITY; DISCRETE; STABILIZATION;
D O I
10.1016/j.neucom.2015.08.045
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The robust stability analysis for genetic regulatory networks with parameter uncertainties and time-varying delays is investigated in this study. Firstly, some new variables are defined to deal with the uncertain parameters. Then, we improve the Lyapunov-Krasovskii functional by partitioning the interval time-varying delays into non-uniformly subintervals and decomposing integral intervals accordingly. In this way, the bounds of time delays can be estimated more accurately. Besides, two modulus have been introduced in the delay derivative terms to obtain better delay-derivation-dependent stability criteria. Furthermore, we have employed Jensen's inequality together with convex combination method to handle integral terms to render less conservative conditions. Finally, the stability criteria turn out to be feasible and effective via numerical examples. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:899 / 911
页数:13
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