Necessary and Sufficient Conditions on Pinning Stabilization for Stochastic Boolean Networks

被引:34
作者
Wang, Liqing [1 ]
Fang, Mei [2 ]
Wu, Zheng-Guang [1 ]
Lu, Jianquan [3 ]
机构
[1] Zhejiang Univ, Inst Cyber Syst & Control, Natl Lab Ind Control Technol, Yuquan Campus, Hangzhou 310027, Peoples R China
[2] Harbin Engn Univ, Coll Automat, Harbin 150001, Peoples R China
[3] Southeast Univ, Dept Math, Nanjing 210096, Peoples R China
关键词
Probabilistic logic; Stability analysis; Neurons; Control systems; Stochastic processes; Probability distribution; Cybernetics; Boolean network (BN); pinning control; semitensor product; stochastic disturbances; FEEDBACK STABILIZATION; CONTROLLABILITY; STABILITY; SYNCHRONIZATION; OBSERVABILITY;
D O I
10.1109/TCYB.2019.2931051
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 paper, the stabilization problem of the Boolean network (BN) with stochastic disturbances via pinning control has been investigated. The necessary and sufficient conditions are given for robust stabilization of a BN with stochastic disturbances. Then, pinning control is considered to stabilize a BN with stochastic disturbances. An algorithm is given to obtain a new stable system and the pinning control, including the pinned nodes, control design, and control adding, is also solved. Finding the minimal number of pinned nodes is further analyzed. The necessary and sufficient conditions are obtained for the solvability of pinning control, based on which some matrices sets are constructed which leads to the necessary and sufficient conditions of pinning t nodes. Furthermore, an algorithm is introduced to search the minimal number of pinned nodes and what exactly they are, which will reduce the computational burden. Examples are given to illustrate the efficiency of the obtained results.
引用
收藏
页码:4444 / 4453
页数:10
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