Asymptotic properties of hybrid diffusion systems

被引:380
作者
Zhu, C. [1 ]
Yin, G.
机构
[1] Univ Wisconsin, Dept Math Sci, Milwaukee, WI 53201 USA
[2] Wayne State Univ, Dept Math, Detroit, MI 48202 USA
关键词
switching diffusion; Liapunov function; weak stochastic stability; positive recurrence; ergodicity;
D O I
10.1137/060649343
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In response to the increasing needs for control and optimization of hybrid systems, this work is concerned with such asymptotic properties as recurrence (also known as weak stochastic stability in the literature) and ergodicity of regime-switching diffusions. Using Liapunov functions, necessary and sufficient conditions for positive recurrence are developed. Then, ergodicity of positive recurrent regime-switching diffusions is obtained by constructing cycles using the associated discretetime Markov chains.
引用
收藏
页码:1155 / 1179
页数:25
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