Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity

This paper is concerned with the modified function projective synchronization of the uncertain complex dynamic networks with both input nonlinearity and multiple time-varying delay couplings. Firstly, the model of the complex dynamic networks with sector nonlinear input, multiple time-varying delay...

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Main Authors: Jie Fang, Dan-Ying Xu, Jun-Wei Sun, Wei Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9137243/
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author Jie Fang
Dan-Ying Xu
Jun-Wei Sun
Wei Wang
author_facet Jie Fang
Dan-Ying Xu
Jun-Wei Sun
Wei Wang
author_sort Jie Fang
collection DOAJ
description This paper is concerned with the modified function projective synchronization of the uncertain complex dynamic networks with both input nonlinearity and multiple time-varying delay couplings. Firstly, the model of the complex dynamic networks with sector nonlinear input, multiple time-varying delay couplings, model uncertainty and external disturbance is constructed. Then, the adaptive controller is formulated based on the Lyapunov stability theory and the matrix inequality theory, by which the network nodes of the driving system and the response system can realize modified function projective synchronization according to the corresponding function scaling factors. Finally, a four-dimensional hyperchaotic system is considered as the nodes of the complex dynamic networks to achieve numerical simulation. The corresponding theoretical proof and computer simulation are worked out to demonstrate the effectiveness and feasibility of the proposed scheme.
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spelling doaj.art-d3bf02f205ed442b95fd2ad70e452f3b2022-12-21T18:20:05ZengIEEEIEEE Access2169-35362020-01-01812739312740310.1109/ACCESS.2020.30082969137243Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input NonlinearityJie Fang0https://orcid.org/0000-0002-4339-464XDan-Ying Xu1Jun-Wei Sun2https://orcid.org/0000-0002-8269-9841Wei Wang3College of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou, ChinaCollege of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou, ChinaCollege of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou, ChinaCollege of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou, ChinaThis paper is concerned with the modified function projective synchronization of the uncertain complex dynamic networks with both input nonlinearity and multiple time-varying delay couplings. Firstly, the model of the complex dynamic networks with sector nonlinear input, multiple time-varying delay couplings, model uncertainty and external disturbance is constructed. Then, the adaptive controller is formulated based on the Lyapunov stability theory and the matrix inequality theory, by which the network nodes of the driving system and the response system can realize modified function projective synchronization according to the corresponding function scaling factors. Finally, a four-dimensional hyperchaotic system is considered as the nodes of the complex dynamic networks to achieve numerical simulation. The corresponding theoretical proof and computer simulation are worked out to demonstrate the effectiveness and feasibility of the proposed scheme.https://ieeexplore.ieee.org/document/9137243/Complex dynamic networksmultiple time-varying delay couplingsinput nonlinearitymodified function projection synchronizationadaptive control
spellingShingle Jie Fang
Dan-Ying Xu
Jun-Wei Sun
Wei Wang
Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity
IEEE Access
Complex dynamic networks
multiple time-varying delay couplings
input nonlinearity
modified function projection synchronization
adaptive control
title Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity
title_full Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity
title_fullStr Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity
title_full_unstemmed Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity
title_short Adaptive Modified Function Projective Synchronization for Uncertain Complex Dynamic Networks With Multiple Time-Varying Delay Couplings Under Input Nonlinearity
title_sort adaptive modified function projective synchronization for uncertain complex dynamic networks with multiple time varying delay couplings under input nonlinearity
topic Complex dynamic networks
multiple time-varying delay couplings
input nonlinearity
modified function projection synchronization
adaptive control
url https://ieeexplore.ieee.org/document/9137243/
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AT danyingxu adaptivemodifiedfunctionprojectivesynchronizationforuncertaincomplexdynamicnetworkswithmultipletimevaryingdelaycouplingsunderinputnonlinearity
AT junweisun adaptivemodifiedfunctionprojectivesynchronizationforuncertaincomplexdynamicnetworkswithmultipletimevaryingdelaycouplingsunderinputnonlinearity
AT weiwang adaptivemodifiedfunctionprojectivesynchronizationforuncertaincomplexdynamicnetworkswithmultipletimevaryingdelaycouplingsunderinputnonlinearity