机构地区:[1]School of Mathematics and Statistics,Wuhan University,Wuhan 430072,China [2]Hubei Key Laboratory of Computational Science,Wuhan University,Wuhan 430072,China [3]Research Centre of Nonlinear Science,Wuhan Textile University,Wuhan 430073,China [4]School of Journalism and Communication,Hubei University of Economics,Wuhan 430205,China
出 处:《Science China(Technological Sciences)》2022年第2期375-385,共11页中国科学(技术科学英文版)
基 金:supported by the National Key Research and Development Program of China(Grant No.2018AAA0101100);the National Natural Science Foundation of China(Grant No.61973241);the Natural Science Foundation of Hubei Province(Grant No.2019CFA007)。
摘 要:Global synchronizability of duplex networks induced by three different intra-layer rewiring mechanisms is explored in this paper.The rewiring mechanisms are named as model-preserving rewiring(MPR), simply direct rewiring(SDR), and degree-preserving rewiring(DPR), respectively. It is found that high switching frequencies will certainly enhance global synchronizability for WSWS duplex networks(i.e., each layer is independently formed by the algorithm proposed by Watts and Strogatz for generating small-world networks), ER-ER duplex networks(i.e., each layer is independently generated by the algorithm proposed by Erd ¨os and Renyi) and BA-BA duplex networks(i.e., each layer is independently formed by the classical BA algorithm). Namely,the faster the intra-layer couplings are reconnected, the faster the duplex networks reach global synchronization. Furthermore,we find that by increasing the intra-or inter-coupling strengths, the WS-WS time-varying network’s global synchronizability is enhanced. Take the WS-WS time-varying network as an example, we find that SDR mechanism has greater impact on global synchronizability than MPR mechanism and DPR mechanism. The related dynamical networks can arrive at synchronization faster by SDR than by MPR or DPR. Thus, we only study the effects of SDR on ER-ER duplex networks and BA-BA duplex networks. In addition, we obtain the fact via numerical simulations that, switching intra-layer coupling topologies under SDR mechanism has the greatest impact on the BA-BA duplex network, followed by the ER-ER network, and has the weakest influence on the WS-WS duplex network in terms of improving the global synchronizability when all the intra-layer networks are sparse and have the same average degree. Finally, the global synchronizability of WS-WS and BA-BA time-varying networks is improved compared with static duplex networks, the reason being that the networks tend to be randomized under SDR according to analysis of the networks’ average clustering coefficients and degree distribution
关 键 词:multiplex network time-varying networks intra-layer connection SYNCHRONIZABILITY RECONNECTION
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