Kuramoto model of synchronization: equilibrium and nonequilibrium aspects

被引:75
作者
Gupta, Shamik [1 ]
Campa, Alessandro [2 ,3 ]
Ruffo, Stefano [4 ,5 ,6 ]
机构
[1] Univ Paris 11, CNRS, Lab Phys Theor & Modeles Stat, UMR 8626, F-91405 Orsay, France
[2] Ist Super Sanita, Hlth & Technol Dept, Complex Syst & Theoret Phys Unit, I-00161 Rome, Italy
[3] INFN Roma1, Grp Collegato Sanita, I-00161 Rome, Italy
[4] Univ Firenze, INFN, Dipartimento Fis & Astron, I-50019 Sesto Fiorentino, Italy
[5] Univ Firenze, INFN, CSDC, I-50019 Sesto Fiorentino, Italy
[6] CNISM, I-50019 Sesto Fiorentino, Italy
关键词
phase diagrams (theory); stochastic particle dynamics (theory); stationary states; PHASE-TRANSITIONS; RANGE; FIELD; POPULATIONS; SYSTEMS; RELAXATION; CONNECTION;
D O I
10.1088/1742-5468/14/08/R08001
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
The phenomenon of spontaneous synchronization, particularly within the framework of the Kuramoto model, has been a subject of intense research over the years. The model comprises oscillators with distributed natural frequencies interacting through a mean-field coupling, and serves as a paradigm to study synchronization. In this review, we put forward a general framework in which we discuss in a unified way known results with more recent developments obtained for a generalized Kuramoto model that includes inertial effects and noise. We describe the model from a different perspective, highlighting the long-range nature of the interaction between the oscillators, and emphasizing the equilibrium and out-of-equilibrium aspects of its dynamics from a statistical physics point of view. In this review, we first introduce the model and discuss both for the noiseless and noisy dynamics and for unimodal frequency distributions the synchronization transition that occurs in the stationary state. We then introduce the generalized model, and analyze its dynamics using tools from statistical mechanics. In particular, we discuss its synchronization phase diagram for unimodal frequency distributions. Next, we describe deviations from the mean-field setting of the Kuramoto model. To this end, we consider the generalized Kuramoto dynamics on a one-dimensional periodic lattice on the sites of which the oscillators reside and interact with one another with a coupling that decays as an inverse power-law of their separation along the lattice. For two specific cases, namely, in the absence of noise and inertia, and in the case when the natural frequencies are the same for all the oscillators, we discuss how the longtime transition to synchrony is governed by the dynamics of the mean-field mode (zero Fourier mode) of the spatial distribution of the oscillator phases.
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页数:61
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