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Synchronization is optimal in nondiagonalizable networks

2006/05/31 by Takashi Nishikawa, Adilson E. Motter · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Gene Regulatory Network Analysis #Neural Networks Stability and Synchronization #Nonlinear Dynamics and Pattern Formation #cond-mat.dis-nn #cond-mat.stat-mech #nlin.AO #nlin.CD #q-bio.NC

paper · pdf · doi:10.1103/physreve.73.065106

published as Phys. Rev. E 73, 065106 (2006) · 4 pages, 1 figure; minor revision

openalex publication_date 2006/06/28 · arxiv created 2006/06/30 · arxiv updated 2009/12/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We consider maximization of the synchronizability of oscillator networks by assigning weights and directions to the links of a given interaction topology. By extending the master stability formalism to all possible network structures, we show that, unless some oscillator is linked to all the others, maximally synchronizable networks are necessarily nondiagonalizable and can always be obtained by imposing unidirectional information flow with normalized input strengths. The results provide insights into hierarchical structures observed in complex networks in which synchronization is important.

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