Stabilization of Markovian Jump Boolean Control Networks via Event-Triggered Control

被引:19
作者
Chen, Bingquan [1 ]
Cao, Jinde [2 ,3 ,4 ,5 ]
Lu, Guoping [6 ]
Rutkowski, Leszek [7 ,8 ]
机构
[1] Southeast Univ, Sch Math, Jiangsu Prov Key Lab Networked Collect Intelligenc, Nanjing 210096, Peoples R China
[2] Southeast Univ, Sch Math, Nanjing 210096, Peoples R China
[3] Southeast Univ, Frontiers Sci Ctr Mobile Informat Commun & Secur, Nanjing 210096, Peoples R China
[4] Purple Mt Labs, Nanjing 211111, Peoples R China
[5] Yonsei Univ, Yonsei Frontier Lab, Seoul 03722, South Korea
[6] Nantong Univ, Inst Syst Sci, Sch Elect Engn, Nantong 226019, Peoples R China
[7] Polish Acad Sci, Syst Res Inst, PL-01447 Warsaw, Poland
[8] AGH Univ Sci & Technol, Inst Comp Sci, PL-30059 Krakow, Poland
基金
中国国家自然科学基金;
关键词
Event-triggered control (ETC); Markovian jump Boolean control networks (MJBCNs); semi-tensor product; stability; stabilization; GENETIC REGULATORY NETWORKS; STABILITY ANALYSIS; MODELS;
D O I
10.1109/TAC.2022.3151237
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 this article, we investigate the stabilization of Markovian jump Boolean control networks by a kind of event-triggered control, which is essentially an intermittent control scheme. First, a novel condition for the stability of Markovian jump Boolean networks is obtained based on the recurrence of finite-state homogeneous Markov chains. After that, the necessary and sufficient conditions for the stabilization of a Markovian jump Boolean control network by an event-triggered control are proposed based on an associated digraph, and the design method of the corresponding event-triggered control is given. Furthermore, in order to save control costs, we construct an event-triggered control with a minimal event-triggering set for the stabilization of the Markovian jump Boolean control network by finding a minimum-weight spanning branching forest of the associated digraph. Finally, an example is given to illustrate the effectiveness of the obtained results.
引用
收藏
页码:1215 / 1222
页数:8
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