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Synchronization of Fractional Reaction-Diffusion Complex Networks With Unknown Couplings

Mouquan Shen, Chen Wang, Qing‐Guo Wang, Yonghui Sun, Guangdeng Zong

2024IEEE Transactions on Network Science and Engineering42 citationsDOI

Abstract

This paper delves into the synchronization of factional uncertain reaction-diffusion complex network. An adaptive scheme composed of time <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$t$</tex-math></inline-formula> and space <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"><tex-math notation="LaTeX">$x$</tex-math></inline-formula> is utilized to handle unknown couplings. An output-strict passivity lemma is established by means of Green theorem, Kronecker product and the Lyapunov stability theorem. Different from classical synchronous approaches by constructing controllers, a criterion in terms of linear matrix inequality is built on the passivity lemma, Laplace transform and inverse transform to make the resultant closed-loop system be synchronization. Two examples are provided to validate the validity of the proposed methods.

Topics & Concepts

Synchronization (alternating current)Reaction–diffusion systemDiffusionAnomalous diffusionComputer scienceMathematicsComplex networkStatistical physicsPhysicsControl theory (sociology)Applied mathematicsTopology (electrical circuits)Mathematical analysisCombinatoricsArtificial intelligenceControl (management)ThermodynamicsKnowledge managementInnovation diffusionNeural Networks Stability and SynchronizationNonlinear Dynamics and Pattern FormationGene Regulatory Network Analysis