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Adaptive finite-time quantized synchronization of complex dynamical networks with quantized time-varying delayed couplings

机译:用量化时变延迟耦合的复杂动态网络的自适应有限时间量化同步

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摘要

This paper investigates the finite-time synchronization problem of the complex dynamical networks (CDNs) with quantized time-varying delayed couplings and adaptive coupling strengths. A novel finite-time adaptive quantized control algorithm and the corresponding updated laws are developed to address the aforementioned problem. Then based on the convex combination technique and nonsmooth analysis, the sufficient conditions are derived to guarantee the finite-time synchronization in the sense of Lyapunov stability. Finally, numerical simulations are performed to verify the effectiveness and feasibility of the proposed algorithm. (C) 2020 Elsevier B.V. All rights reserved.
机译:本文研究了复杂动态网络(CDN)的有限时间同步问题,具有量化时变延迟耦合和自适应耦合强度。开发了一种新颖的有限时间自适应量化控制算法和相应的更新法以解决上述问题。然后基于凸组合技术和非光滑分析,推导出足够的条件,以保证Lyapunov稳定性意义上的有限时间同步。最后,执行数值模拟以验证所提出的算法的有效性和可行性。 (c)2020 Elsevier B.v.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2021年第28期|90-99|共10页
  • 作者单位

    Wuhan Univ Sci & Technol Coll Comp Sci & Technol Wuhan Hubei Peoples R China|Hubei Prov Key Lab Intelligent Informat Proc & Re Wuhan Hubei Peoples R China;

    Wuhan Univ Sci & Technol Coll Comp Sci & Technol Wuhan Hubei Peoples R China|Hubei Prov Key Lab Intelligent Informat Proc & Re Wuhan Hubei Peoples R China;

    China Univ Geosci Sch Mech Engn & Elect Informat Wuhan 430074 Peoples R China;

    China Univ Geosci Sch Mech Engn & Elect Informat Wuhan 430074 Peoples R China;

    China Univ Geosci Sch Automat Wuhan 430074 Peoples R China;

    China Univ Geosci Sch Mech Engn & Elect Informat Wuhan 430074 Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Complex dynamical networks (CDNs); Quantized time-varying delayed couplings; Finite-time synchronization; Quantized control; Adaptive control;

    机译:复杂动态网络(CDN);量化的时变延迟耦合;有限时间同步;量化控制;自适应控制;
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