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Transition from the self-organized to the driven dynamical clusters

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  • Singh, Aradhana
  • Jalan, Sarika

Abstract

We study the mechanism of formation of synchronized clusters in coupled maps on networks with various connection architectures. The nodes in a cluster are self-synchronized or driven-synchronized, based on the coupling strength and underlying network structures. A smaller coupling strength region shows driven clusters independent of the network rewiring strategies, whereas a larger coupling strength region shows the transition from the self-organized cluster to the driven cluster as network connections are rewired to the bi-partite type. Lyapunov function analysis is performed to understand the dynamical origin of cluster formation. The results provide insights into the relationship between the topological clusters which are based on the direct connections between the nodes, and the dynamical clusters which are based on the functional behavior of these nodes.

Suggested Citation

  • Singh, Aradhana & Jalan, Sarika, 2012. "Transition from the self-organized to the driven dynamical clusters," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(24), pages 6655-6663.
  • Handle: RePEc:eee:phsmap:v:391:y:2012:i:24:p:6655-6663
    DOI: 10.1016/j.physa.2012.07.055
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    Cited by:

    1. Hu, Aihua & Cao, Jinde & Hu, Manfeng & Guo, Liuxiao, 2014. "Cluster synchronization in directed networks of non-identical systems with noises via random pinning control," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 395(C), pages 537-548.

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    Keywords

    Synchronization; Coupled maps; Chaos; Networks;

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