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When multilayer links exchange their roles in synchronization. | LitMetric

When multilayer links exchange their roles in synchronization.

Phys Rev E

Department of Mathematics and Statistics, Georgia State University, P.O. Box 4110, Atlanta, Georgia 30302-410, USA.

Published: August 2022

AI Article Synopsis

  • Real-world networks comprise multiple interconnected layers that can exhibit complex behaviors, such as synchronization, but understanding how their structure influences this process is challenging.
  • The authors introduce a new approximation method that improves the prediction of synchronization stability in these multilayer networks by simplifying the analysis to solving linear algebra equations.
  • Their findings reveal counterintuitive interactions between coupling layers, showing that layers with opposing effects on synchronization can shift roles when combined and that enlarging a beneficial layer can lead to overall unsynchronizability in the network.

Article Abstract

Real world networks contain multiple layers of links whose interactions can lead to extraordinary collective dynamics, including synchronization. The fundamental problem of assessing how network topology controls synchronization in multilayer networks remains open due to serious limitations of the existing stability methods. Towards removing this obstacle, we propose an approximation method which significantly enhances the predictive power of the master stability function for stable synchronization in multilayer networks. For a class of saddle-focus oscillators, including Rössler and piecewise linear systems, our method reduces the complex stability analysis to simply solving a set of linear algebraic equations. Using the method, we analytically predict surprising effects due to multilayer coupling. In particular, we prove that two coupling layers-one of which would alone hamper synchronization and the other would foster it-reverse their roles when used in a multilayer network. We also analytically demonstrate that increasing the size of a globally coupled layer, that in isolation would induce stable synchronization, makes the multilayer network unsynchronizable.

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Source
http://dx.doi.org/10.1103/PhysRevE.106.024214DOI Listing

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