2009 International Conference on Information Management and Engineering On Enhancing Synchronization Properties of Dynamical Networks Using Node and Edge Centrality Measures Kuala Lumpur, Malaysia April 03-April 05 ISBN: 978-0-7695-3595-1
In this paper a method for enhancing the synchronizability of dynamical networks is discussed. The method considers both local structural properties, i.e. node degrees, and global properties, i.e. node and edge betweenness centrality measures. Its performance is compared with that of some other heuristic methods and the evidence for its superior behavior is discussed. As an index for the synchronizability of a dynamical network, the eigenratio of the Laplacian matrix of the connection graph is considered. As network structures, scale-free, Watts-Strogatz and random networks of different sizes and topological properties are used. Numerical calculations of the eigenratio in the networks weighted through different methods support the conclusion.
Index Terms:
synchronization, syncrhonizability, complex dynamical networks, the master-stability-function, scale-free networks, Watts-Strogatz networks, node betweenness centrality, edge betweenness centrality
Citation:
Mahdi Jalili, Hamid R. Rabiee, "On Enhancing Synchronization Properties of Dynamical Networks Using Node and Edge Centrality Measures," icime, pp.22-26, 2009 International Conference on Information Management and Engineering, 2009 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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