Finite-time cluster synchronization in complex-variable networks with fractional-order and nonlinear coupling.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 33421899.
- Also identified by DOI 10.1016/j.neunet.2020.12.015.
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Abstract
This paper is primarily concentrated on finite-time cluster synchronization of fractional-order complex-variable networks with nonlinear coupling by utilizing the non-decomposition method. Firstly, two control strategies are designed which are relevant to complex-valued sign functions. Thereafter, by employing fractional-order stability theory and complex function theory, several criteria are deduced to ensure finite-time cluster synchronization under the framework within a new norm consisting of absolute values for real and imaginary components. Furthermore, the setting time is effectively estimated based on some significant properties of fractional-order Caputo derivation and Mittag-Leffler functions. Lastly, two numerical examples are given to verify the effectiveness of theoretical results.
Medical subject headings
- Finite Element Analysis
- Neural Networks, Computer
- Nonlinear Dynamics