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

IEEE Transactions on Neural Networks and Learning Systems(2023)

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摘要
This article presents several new $\alpha $ -passivity and $\alpha $ -finite-time passivity ( $\alpha $ -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 $\alpha $ -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 $\alpha $ -output-strict passivity ( $\alpha $ -OSP). On the other hand, the $\alpha $ -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 $\alpha $ -FTP for the MWFOCDNs is also illustrated. Finally, two numerical examples with simulation results are used to demonstrate the validity of the obtained criteria.
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关键词
α-finite-time passivity (α-FTP),α-passivity,complex dynamical networks (CDNs),fractional-order,multi-weights
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