Finite-Time Synchronization of Markovian Jumping Complex Networks with Non-Identical Nodes and Impulsive Effects.

Finite-Time Synchronization of Markovian Jumping Complex Networks with Non-Identical Nodes and Impulsive Effects.
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DOI:
10.3390/e21080779
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发表时间:
2019-08-08
期刊:
Entropy (Basel, Switzerland)
影响因子:
--
通讯作者:
Zhang Z
Zhang Z
中科院分区:
其他
文献类型:
--
作者:
Chen T;Peng S;Zhang Z

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研究了一类具有非同节点和脉冲效应的马尔可夫跳变复杂网络(MJCNs)的有限时间同步问题。基于m矩阵技术、李雅普诺夫函数法、随机分析技术和合适的比较系统,给出了mjcn的充分条件,以保证有限时间同步。最后通过数值算例对理论结果进行了验证,验证了理论结果对复杂动力系统的有效性。
In this paper, we investigate the finite-time synchronization problem for a class of Markovian jumping complex networks (MJCNs) with non-identical nodes and impulsive effects. Sufficient conditions for the MJCNs are presented based on an M-matrix technique, Lyapunov function method, stochastic analysis technique, and suitable comparison systems to guarantee finite-time synchronization. At last, numerical examples are exploited to illustrate our theoretical results, and they testify the effectiveness of our results for complex dynamic systems.
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