TY - JOUR
T1 - Effects of degree correlations on the explosive synchronization of scale-free networks
AU - Sendiña-Nadal, I.
AU - Leyva, I.
AU - Navas, A.
AU - Villacorta-Atienza, J. A.
AU - Almendral, J. A.
AU - Wang, Zhen
AU - Boccaletti, S.
N1 - The authors acknowledge financial support from the Ministerio de Economía y Competitividad (Spain) under Projects No. FIS2012-38949-C03-01 and No. FIS2013-41057-P, and from INCE Foundation (Project No. 2014-011). Z.W. acknowledges the National Natural Science Foundation of China (Grant No. 11005047). The authors also acknowledge the computational resources, facilities, and assistance provided by the “Centro computazionale di RicErca sui Sistemi COmplessi” (CRESCO) of the Italian National Agency ENEA.
Publisher Copyright:
© 2015 American Physical Society.
PY - 2015/3/26
Y1 - 2015/3/26
N2 - We study the organization of finite-size, large ensembles of phase oscillators networking via scale-free topologies in the presence of a positive correlation between the oscillators' natural frequencies and the network's degrees. Under those circumstances, abrupt transitions to synchronization are known to occur in growing scale-free networks, while the transition has a completely different nature for static random configurations preserving the same structure-dynamics correlation. We show that the further presence of degree-degree correlations in the network structure has important consequences on the nature of the phase transition characterizing the passage from the phase-incoherent to the phase-coherent network state. While high levels of positive and negative mixing consistently induce a second-order phase transition, moderate values of assortative mixing, such as those ubiquitously characterizing social networks in the real world, greatly enhance the irreversible nature of explosive synchronization in scale-free networks. The latter effect corresponds to a maximization of the area and of the width of the hysteretic loop that differentiates the forward and backward transitions to synchronization.
AB - We study the organization of finite-size, large ensembles of phase oscillators networking via scale-free topologies in the presence of a positive correlation between the oscillators' natural frequencies and the network's degrees. Under those circumstances, abrupt transitions to synchronization are known to occur in growing scale-free networks, while the transition has a completely different nature for static random configurations preserving the same structure-dynamics correlation. We show that the further presence of degree-degree correlations in the network structure has important consequences on the nature of the phase transition characterizing the passage from the phase-incoherent to the phase-coherent network state. While high levels of positive and negative mixing consistently induce a second-order phase transition, moderate values of assortative mixing, such as those ubiquitously characterizing social networks in the real world, greatly enhance the irreversible nature of explosive synchronization in scale-free networks. The latter effect corresponds to a maximization of the area and of the width of the hysteretic loop that differentiates the forward and backward transitions to synchronization.
UR - http://www.scopus.com/inward/record.url?scp=84961291231&partnerID=8YFLogxK
U2 - 10.1103/PhysRevE.91.032811
DO - 10.1103/PhysRevE.91.032811
M3 - Journal article
C2 - 25871161
AN - SCOPUS:84961291231
SN - 1539-3755
VL - 91
JO - Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
JF - Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
IS - 3
M1 - 032811
ER -