Nonequilibrium transitions in complex networks:: A model of social interaction -: art. no. 026120

被引:184
作者
Klemm, K [1 ]
Eguíluz, VM [1 ]
Toral, R [1 ]
San Miguel, M [1 ]
机构
[1] CSIC UIB, Inst Mediterraneo Estudios Avanzados, IMEDEA, E-07122 Palma de Mallorca, Spain
来源
PHYSICAL REVIEW E | 2003年 / 67卷 / 02期
关键词
D O I
10.1103/PhysRevE.67.026120
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We analyze the nonequilibrium order-disorder transition of Axelrod's model of social interaction in several complex networks. In a small-world network, we find a transition between an ordered homogeneous state and a disordered state. The transition point is shifted by the degree of spatial disorder of the underlying network, the network disorder favoring ordered configurations. In random scale-free networks the transition is only observed for finite size systems, showing system size scaling, while in the thermodynamic limit only ordered configurations are always obtained. Thus, in the thermodynamic limit the transition disappears. However, in structured scale-free networks, the phase transition between an ordered and a disordered phase is restored.
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页数:6
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共 32 条
[11]   Scale-free topology of e-mail networks [J].
Ebel, H ;
Mielsch, LI ;
Bornholdt, S .
PHYSICAL REVIEW E, 2002, 66 (03) :1-035103
[12]   Epidemic threshold in structured scale-free networks -: art. no. 108701 [J].
Eguíluz, VM ;
Klemm, K .
PHYSICAL REVIEW LETTERS, 2002, 89 (10)
[13]   Small-world phenomena in physics: the Ising model [J].
Gitterman, M .
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 2000, 33 (47) :8373-8381
[14]  
GOLTSEV AV, CONDMAT0204596
[15]  
GUIMERA R, CONDMAT0211498
[16]   Ising model in small-world networks [J].
Herrero, CP .
PHYSICAL REVIEW E, 2002, 65 (06) :1-066110
[17]   Comment on "Ising model on a small world network" [J].
Hong, H ;
Kim, BJ ;
Choi, MY .
PHYSICAL REVIEW E, 2002, 66 (01) :1-018101
[18]   Growing scale-free networks with small-world behavior -: art. no. 057102 [J].
Klemm, K ;
Eguíluz, VM .
PHYSICAL REVIEW E, 2002, 65 (05) :057102/1-057102/4
[19]   Highly clustered scale-free networks -: art. no. 036123 [J].
Klemm, K ;
Eguíluz, VM .
PHYSICAL REVIEW E, 2002, 65 (03) :1-036123
[20]  
KLEMM K, CONDMAT0205188