控制理论(社会学)
同步(交流)
滞后
控制器(灌溉)
外稃(植物学)
沉降时间
计算机科学
理论(学习稳定性)
数学
常量(计算机编程)
还原(数学)
离散时间和连续时间
拓扑(电路)
控制(管理)
人工智能
统计
农学
禾本科
生态学
计算机网络
程序设计语言
阶跃响应
控制工程
工程类
机器学习
组合数学
几何学
生物
作者
Xuejiao Qin,Haijun Jiang,Jianlong Qiu,Cheng Hu,Yue Ren
标识
DOI:10.1016/j.neunet.2022.10.033
摘要
This article addresses the fixed-time (F-T) and predefined-time (P-T) cluster lag synchronization of stochastic multi-weighted complex networks (SMWCNs) via strictly intermittent quantized control (SIQC). Firstly, by exploiting mathematical induction and reduction to absurdity, a novel F-T stability lemma is proved and an accurate estimation of settling time (ST) is obtained. Subsequently, by virtue of the proposed F-T stability, some simple conditions that ensure the F-T cluster lag synchronization of SMWCNs are derived by developing a SIQC strategy. Furthermore, the P-T cluster lag synchronization is also explored based on a SIQC design, where the ST can be predefined by an adjustable constant of the controller. Note that the designed controllers here are simpler and more economical than the traditional design whose the linear part is still activated during the rest interval. Finally, two numerical examples are provided to verify the effectiveness of the theoretical results.
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