Intermittent Control to Stabilization of Stochastic Highly Non-Linear Coupled Systems With Multiple Time Delays

被引:34
作者
Liu, Yan [1 ]
Li, Yi-Min [2 ]
Wang, Jin-Liang [3 ,4 ]
机构
[1] Tiangong Univ, Sch Math Sci, Tianjin 300387, Peoples R China
[2] Harbin Inst Technol, Dept Math, Weihai 264209, Peoples R China
[3] Tiangong Univ, Tianjin Key Lab Autonomous Intelligence Technol &, Sch Comp Sci & Technol, Tianjin 300387, Peoples R China
[4] Linyi Univ, Sch Informat Sci & Technol, Linyi 276005, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Delay effects; Stability criteria; Numerical stability; Nonlinear systems; Delays; Numerical models; Stochastic processes; Halanay-type differential inequality; highly nonlinear coupled systems; modified FitzHugh-Nagumo models; multiple time delays; periodically intermittent control (PIC); MEMRISTIVE NEURAL-NETWORKS; EXPONENTIAL STABILIZATION; CLUSTER SYNCHRONIZATION; COMPLEX NETWORKS; VARYING DELAY; STABILITY; MODEL;
D O I
10.1109/TNNLS.2021.3113508
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article investigates the stabilization of stochastic highly non-linear coupled systems (SHNCSs) with multiple time delays by using periodically intermittent control (PIC). It is worth noting that coefficients in SHNCSs dissatisfy the linear growth condition, which weakens the previous stability conditions. In addition, PIC and multiple time delays are first introduced into the study of highly nonlinear systems, which leads to the existing methods being inapplicable to investigate the stability of SHNCSs with multiple time delays. Therefore, a novel Halanay-type differential inequality is established, which can be employed to deal with highly nonlinear systems with PIC. Based on the Lyapunov method, the graph theory, and the novel differential inequality, SHNCSs with multiple time delays are first studied, and stability criteria are presented. Next, the theoretical results can be applied to modified FitzHugh-Nagumo models. At last, a numerical example is presented to show the effectiveness of our results.
引用
收藏
页码:4674 / 4686
页数:13
相关论文
共 42 条
[1]   A Homoclinic Solution for Excitation Waves on a Contractile Substratum [J].
Ambrosi, D. ;
Arioli, G. ;
Koch, H. .
SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS, 2012, 11 (04) :1533-1542
[2]   New Criteria for Stability of Neutral-Type Neural Networks With Multiple Time Delays [J].
Arik, Sabri .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (05) :1504-1513
[3]   Existence and stability of traveling pulse solutions of the FitzHugh-Nagumo equation [J].
Arioli, Gianni ;
Koch, Hans .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2015, 113 :51-70
[4]   Combined effects of correlated bounded noises and weak periodic signal input in the modified FitzHugh-Nagumo neural model [J].
Bemmo, D. Tatchim ;
Siewe, M. Siewe ;
Tchawoua, C. .
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2013, 18 (05) :1275-1287
[5]   Pinning synchronization of hybrid-coupled directed delayed dynamical network via intermittent control [J].
Cai, Shuiming ;
Zhou, Peipei ;
Liu, Zengrong .
CHAOS, 2014, 24 (03)
[6]   Stability and synchronization of fractional-order memristive neural networks with multiple delays [J].
Chen, Liping ;
Cao, Jinde ;
Wu, Ranchao ;
Tenreiro Machado, J. A. ;
Lopes, Antonio M. ;
Yang, Hejun .
NEURAL NETWORKS, 2017, 94 :76-85
[7]   Short-time-delay limit of the self-coupled FitzHugh-Nagumo system [J].
Erneux, Thomas ;
Weicker, Lionel ;
Bauer, Larissa ;
Hoevel, Philipp .
PHYSICAL REVIEW E, 2016, 93 (02)
[8]   New criteria for global stability of neutral-type Cohen-Grossberg neural networks with multiple delays [J].
Faydasicok, Ozlem .
NEURAL NETWORKS, 2020, 125 :330-337
[9]   Stability of highly nonlinear hybrid stochastic integro-differential delay equations [J].
Fei, Chen ;
Shen, Mingxuan ;
Fei, Weiyin ;
Mao, Xuerong ;
Yan, Litan .
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2019, 31 :180-199
[10]   Experimental investigation of chimera states with quiescent and synchronous domains in coupled electronic oscillators [J].
Gambuzza, Lucia Valentina ;
Buscarino, Arturo ;
Chessari, Sergio ;
Fortuna, Luigi ;
Meucci, Riccardo ;
Frasca, Mattia .
PHYSICAL REVIEW E, 2014, 90 (03)