On the robustness of KL-stability for difference inclusions:: Smooth discrete-time Lyapunov functions

被引:79
作者
Kellett, CM [1 ]
Teel, AR
机构
[1] Natl Univ Ireland, Hamilton Inst, Maynooth, Kildare, Ireland
[2] Univ Calif Santa Barbara, Dept Elect & Comp Engn, Santa Barbara, CA 93106 USA
关键词
difference inclusions; stability with respect to two measures; Lyapunov functions; robustness; smoothing upper-semicontinuous functions;
D O I
10.1137/S0363012903435862
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider stability with respect to two measures of a difference inclusion, i.e., of a discrete-time dynamical system with the push-forward map being set-valued. We demonstrate that robust stability is equivalent to the existence of a smooth Lyapunov function and that, in fact, a continuous Lyapunov function implies robust stability. We also present a sufficient condition for robust stability that is independent of a Lyapunov function. Toward this end, we develop several new results on the behavior of solutions of difference inclusions. In addition, we provide a novel result for generating a smooth function from one that is merely upper semicontinuous.
引用
收藏
页码:777 / 800
页数:24
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