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Reduction of oscillator dynamics on complex networks to dynamics on complete graphs through virtual frequencies
Gao, J. & Efstathiou, K., 10-Feb-2020, In : Physical Review E. 101, 2, 6 p., 022302.Research output: Contribution to journal › Article › Academic › peer-review
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Reduction of oscillator dynamics on complex networks to dynamics on complete graphs through virtual frequencies. / Gao, Jian; Efstathiou, Konstantinos.
In: Physical Review E, Vol. 101, No. 2, 022302, 10.02.2020.Research output: Contribution to journal › Article › Academic › peer-review
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TY - JOUR
T1 - Reduction of oscillator dynamics on complex networks to dynamics on complete graphs through virtual frequencies
AU - Gao, Jian
AU - Efstathiou, Konstantinos
PY - 2020/2/10
Y1 - 2020/2/10
N2 - We consider the synchronization of oscillators in complex networks where there is an interplay between the oscillator dynamics and the network topology. Through a remarkable transformation in parameter space and the introduction of virtual frequencies we show that Kuramoto oscillators on annealed networks, with or without frequency-degree correlation, and Kuramoto oscillators on complete graphs with frequency-weighted coupling can be transformed to Kuramoto oscillators on complete graphs with a rearranged, virtual frequency distribution and uniform coupling. The virtual frequency distribution encodes both the natural frequency distribution (dynamics) and the degree distribution (topology). We apply this transformation to give direct explanations to a variety of phenomena that have been observed in complex networks, such as explosive synchronization and vanishing synchronization onset.
AB - We consider the synchronization of oscillators in complex networks where there is an interplay between the oscillator dynamics and the network topology. Through a remarkable transformation in parameter space and the introduction of virtual frequencies we show that Kuramoto oscillators on annealed networks, with or without frequency-degree correlation, and Kuramoto oscillators on complete graphs with frequency-weighted coupling can be transformed to Kuramoto oscillators on complete graphs with a rearranged, virtual frequency distribution and uniform coupling. The virtual frequency distribution encodes both the natural frequency distribution (dynamics) and the degree distribution (topology). We apply this transformation to give direct explanations to a variety of phenomena that have been observed in complex networks, such as explosive synchronization and vanishing synchronization onset.
KW - SYNCHRONIZATION
KW - KURAMOTO
KW - MODEL
U2 - 10.1103/PhysRevE.101.022302
DO - 10.1103/PhysRevE.101.022302
M3 - Article
VL - 101
JO - Physical Review E
JF - Physical Review E
SN - 1539-3755
IS - 2
M1 - 022302
ER -
ID: 128198026