THE GUARANTEED COST CONTROL FOR SEVERAL DELAYS NEUTRAL STOCHASTIC SYSTEMS WITH UNCERTAIN NONLINEAR PERTURBATIONS

被引：0

作者：

Su, Lian-Qing ^{[1
]}

Fan, Qing ^{[1
]}

An, Xin-Guo ^{[1
]}

Qiu, Ji-Qing ^{[1
]}

Liu, Shu-Na ^{[1
]}

机构：

[1] Hebei Univ Sci & Technol, Coll Sci, Shijiazhuang 050018, Peoples R China

来源：

PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4 | 2013年

关键词：

Neutral stochastic system; Time delay; Guaranteed cost control; Linear matrix inequality; Uncertain nonlinear perturbation; TIME-DELAY; STABILITY; STABILIZATION;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper deals with the problem of guaranteed cost control for the uncertain nonlinear neutral stochastic systems with state and input delays. First, the parametric uncertainties are assumed to be time-varying and norm bounded. Then, a state feedback controller is developed such that the closed-loop system is asymptotically stable and the cost function value is below a specified upper bound for all admissible perturbations and unknown time delays. Afterwards, by combining Lyapunov method and the properties of linear matrix inequality, the sufficient condition for the existence of the presented controller is derived. Finally, a numerical simulation demonstrates the feasibility and effectiveness of the proposed method.

引用

页码：1395 / 1400

页数：6

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