Study on stability and stabilizability of discrete-time mean-field stochastic systems

Study on stability and stabilizability of discrete-time mean-field stochastic systems
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离散时间平均场随机系统的稳定性及稳定性研究

DOI:
10.1016/j.jfranklin.2018.10.033
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发表时间:
2019-03
期刊:
Journal of the Franklin Institute
影响因子:
--
通讯作者:
Yong Zhao
Yong Zhao
中科院分区:
其他
文献类型:
--
作者:
Limin Ma;Weihai Zhang;Yong Zhao

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This paper is to study the mean square stabilizability and regional stability of discrete-time mean-field stochastic systems. Firstly, a necessary and sufficient condition is presented via the spectrum of linear operator to illustrate the stabilizability of discrete-time mean-field stochastic systems.B(0,γ)-stabilizability is introduced and transformed into solving linear matrix inequalities (LMIs). Secondly,BM-stability is characterized, especially, the stabilities of circular region, sector region and annulus regions are discussed extensively. Finally, as applications, it is shown thatB(0,γ1;γ2)-stability has close relationship with the decay rate of the system state response and the Lyapunov exponent.
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