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Passivity and Finite-Time Passivity for Multi-Weighted Fractional-Order Complex Networks With Fixed and Adaptive Couplings

Jin-Liang Wang, Xiaoxiao Zhang, Guoguang Wen, Yiwen Chen, Huai‐Ning Wu

2021IEEE Transactions on Neural Networks and Learning Systems48 citationsDOI

Abstract

This article presents several new α -passivity and α -finite-time passivity ( α -FTP) concepts for the fractional-order systems with different input and output dimensions, which are distinct from the concepts for integer-order systems and extend the existing passivity and FTP definitions to some extent. On one hand, we not only develop some sufficient conditions for ensuring the α -passivity of the multi-weighted fractional-order complex dynamical networks (MWFOCDNs) with fixed and adaptive couplings, but also discuss the synchronization for the MWFOCDNs based on the α -output-strict passivity ( α -OSP). On the other hand, the α -FTP for the MWFOCDNs with fixed and adaptive couplings are also studied on the basis of the designed state feedback controller, and the relationship between finite-time synchronization (FTS) and α -FTP for the MWFOCDNs is also illustrated. Finally, two numerical examples with simulation results are used to demonstrate the validity of the obtained criteria.

Topics & Concepts

PassivityFile Transfer ProtocolControl theory (sociology)Synchronization (alternating current)Controller (irrigation)Computer scienceInteger (computer science)Adaptive controlOrder (exchange)MathematicsControl (management)EngineeringArtificial intelligenceFinanceChannel (broadcasting)World Wide WebBiologyAgronomyEconomicsProgramming languageElectrical engineeringComputer networkThe InternetNeural Networks Stability and SynchronizationDistributed Control Multi-Agent SystemsNonlinear Dynamics and Pattern Formation
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