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
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]   Ferromagnetic phase transition in Barabasi-Albert networks [J].
Aleksiejuk, A ;
Holyst, JA ;
Stauffer, D .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 310 (1-2) :260-266
[3]   Classes of small-world networks [J].
Amaral, LAN ;
Scala, A ;
Barthélémy, M ;
Stanley, HE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) :11149-11152
[4]   The dissemination of culture - A model with local convergence and global polarization [J].
Axelrod, R .
JOURNAL OF CONFLICT RESOLUTION, 1997, 41 (02) :203-226
[5]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[6]   On the properties of small-world network models [J].
Barrat, A ;
Weigt, M .
EUROPEAN PHYSICAL JOURNAL B, 2000, 13 (03) :547-560
[7]  
BIANCONI G, CONDMAT0204455
[8]   Nonequilibrium phase transition in a model for social influence [J].
Castellano, C ;
Marsili, M ;
Vespignani, A .
PHYSICAL REVIEW LETTERS, 2000, 85 (16) :3536-3539
[9]   Evolution of networks [J].
Dorogovtsev, SN ;
Mendes, JFF .
ADVANCES IN PHYSICS, 2002, 51 (04) :1079-1187
[10]   Ising model on networks with an arbitrary distribution of connections [J].
Dorogovtsev, SN ;
Goltsev, AV ;
Mendes, JFF .
PHYSICAL REVIEW E, 2002, 66 (01) :1-016104