This chapter concentrates on the fixed-time pinning synchronizationPinning synchronization and adaptive synchronizationAdaptive synchronization problems of complex-valued inertial neural networksComplex-valued inertial neural networks (CVINNs) with time-varying delaysTime-varying delays|(. We will regard this model as an entirety instead of reducing it to first-order differential equation, separate the real and imaginary parts into an equivalent real-valued one, and establish a novel Lyapunov functionLyapunov function. The fixed-time stabilityFixed-time stability for the closed-loop error systemError system is guaranteed via partial nodes controlled directly by a new pinning controller which involves the state derivatives and other proper terms. Moreover, from the point of saving cost and avoiding resources waste, we will continue to further develop a new pinning adaptive controller and derive a sufficient condition ensuring the adaptive fixed-time stabilityFixed-time stability forStability the closed-loop error system.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Fixed-Time Pinning Synchronization for CVINNs with Time-Varying Delays


    Additional title:

    Intelligent Control & Learning Systems


    Contributors:
    Zhang, Ziye (author) / Wang, Zhen (author) / Chen, Jian (author) / Lin, Chong (author)


    Publication date :

    2022-11-06


    Size :

    22 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Fixed-Time Synchronization for CVBAMNNs with Time Delays

    Zhang, Ziye / Wang, Zhen / Chen, Jian et al. | Springer Verlag | 2022


    (Anti)-Synchronization for CVINNs with Time-Varying Delays

    Zhang, Ziye / Wang, Zhen / Chen, Jian et al. | Springer Verlag | 2022


    Anti-synchronization Control for CVBAMNNs with Time-Varying Delays

    Zhang, Ziye / Wang, Zhen / Chen, Jian et al. | Springer Verlag | 2022


    Synchronization of uncertain complex networks with time‐varying node delay and multiple time‐varying coupling delays

    Zhang, Chuan / Wang, Xingyuan / Wang, Chunpeng et al. | British Library Online Contents | 2018