Guaranteed cost control for uncertain genetic regulatory networks with interval time-varying delays

被引:39
作者
Chen, Lili [1 ]
Zhou, Ying [1 ]
Zhang, Xian [1 ]
机构
[1] Heilongjiang Univ, Sch Math Sci, Harbin 150080, Peoples R China
基金
中国国家自然科学基金;
关键词
Guaranteed cost control (GCC); Genetic regulatory networks (GRNs); Interval time-varying delays; Cone complementarity linearization (CCL); SYSTEMS; STABILITY;
D O I
10.1016/j.neucom.2013.10.035
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The problem of the guaranteed cost control for uncertain genetic regulatory networks with interval time-varying delays is investigated in this paper, that is, to design a state feedback controller such that the resultant closed-loop system is robustly asymptotically stable and its linear quadratic performance has an upper bound. Lyapunov function and convex combination approaches are employed to establish a sufficient condition for the existence of expected controllers, and a cone complementarity linearization technique is used to transform the controller design problem into a sequential minimization one with linear matrix inequality constraints, which can be solved efficiently by using existing optimization techniques. Finally, a numerical example is provided to show the effectiveness of the proposed method. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:105 / 112
页数:8
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