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The transition to synchronization of networked systems

Author

Listed:
  • Atiyeh Bayani

    (Amirkabir University of Technology (Tehran Polytechnic))

  • Fahimeh Nazarimehr

    (Amirkabir University of Technology (Tehran Polytechnic))

  • Sajad Jafari

    (Amirkabir University of Technology (Tehran Polytechnic)
    Amirkabir University of Technology (Tehran Polytechnic))

  • Kirill Kovalenko

    (School for Advanced Studies)

  • Gonzalo Contreras-Aso

    (Calle Tulipán s/n)

  • Karin Alfaro-Bittner

    (Calle Tulipán s/n)

  • Rubén J. Sánchez-García

    (University of Southampton
    University of Southampton
    The Alan Turing Institute)

  • Stefano Boccaletti

    (CNR - Institute of Complex Systems
    North University of China
    Ningbo University of Technology)

Abstract

We study the synchronization properties of a generic networked dynamical system, and show that, under a suitable approximation, the transition to synchronization can be predicted with the only help of eigenvalues and eigenvectors of the graph Laplacian matrix. The transition comes out to be made of a well defined sequence of events, each of which corresponds to a specific clustered state. The network’s nodes involved in each of the clusters can be identified, and the value of the coupling strength at which the events are taking place can be approximately ascertained. Finally, we present large-scale simulations which show the accuracy of the approximation made, and of our predictions in describing the synchronization transition of both synthetic and real-world large size networks, and we even report that the observed sequence of clusters is preserved in heterogeneous networks made of slightly non-identical systems.

Suggested Citation

  • Atiyeh Bayani & Fahimeh Nazarimehr & Sajad Jafari & Kirill Kovalenko & Gonzalo Contreras-Aso & Karin Alfaro-Bittner & Rubén J. Sánchez-García & Stefano Boccaletti, 2024. "The transition to synchronization of networked systems," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-48203-6
    DOI: 10.1038/s41467-024-48203-6
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    References listed on IDEAS

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    1. Louis M. Pecora & Francesco Sorrentino & Aaron M. Hagerstrom & Thomas E. Murphy & Rajarshi Roy, 2014. "Cluster synchronization and isolated desynchronization in complex networks with symmetries," Nature Communications, Nature, vol. 5(1), pages 1-8, September.
    2. L. V. Gambuzza & F. Patti & L. Gallo & S. Lepri & M. Romance & R. Criado & M. Frasca & V. Latora & S. Boccaletti, 2021. "Stability of synchronization in simplicial complexes," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
    3. Michael T. SCHAUB & Neave O'CLERY & Yazan N. BILLEH & Jean-Charles DELVENNE & Renaud LAMBIOTTE & Mauricio BARAHONA, 2016. "Graph partitions and cluster synchronization in networks of oscillators," LIDAM Reprints CORE 2886, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    4. Duncan J. Watts & Steven H. Strogatz, 1998. "Collective dynamics of ‘small-world’ networks," Nature, Nature, vol. 393(6684), pages 440-442, June.
    5. Fabio Rossa & Louis Pecora & Karen Blaha & Afroza Shirin & Isaac Klickstein & Francesco Sorrentino, 2020. "Symmetries and cluster synchronization in multilayer networks," Nature Communications, Nature, vol. 11(1), pages 1-17, December.
    6. Matteo Lodi & Francesco Sorrentino & Marco Storace, 2021. "One-way dependent clusters and stability of cluster synchronization in directed networks," Nature Communications, Nature, vol. 12(1), pages 1-13, December.
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