Continuous opinion model in small-world directed networks

被引:42
作者
Gandica, Yerali [1 ]
del Castillo-Mussot, Marcelo [2 ]
Vazquez, Gerardo J. [2 ]
Rojas, Sergio [3 ]
机构
[1] Inst Venezolano Invest Cient, Ctr Fis, Caracas 1020A, Venezuela
[2] Univ Nacl Autonoma Mexico, Inst Fis, Dept Estado Solido, Mexico City 01000, DF, Mexico
[3] Univ Simon Bolivar, Dept Fis, Caracas 1080A, Venezuela
关键词
Opinion dynamics; Convergence pattern; Consensus/dissent; Bounded confidence; Directed networks; BOUNDED CONFIDENCE; DYNAMICS; CONSENSUS;
D O I
10.1016/j.physa.2010.08.025
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In the compromise model of continuous opinions proposed by Deffuant et al., the states of two agents in a network can start to converge if they are neighbors and if their opinions are sufficiently close to each other, below a given threshold of tolerance epsilon. In directed networks, if agent i is a neighbor of agent j, j need not be a neighbor of i. In Watts-Strogatz networks we performed simulations to find the averaged number of final opinions (F) and their distribution as a function of epsilon and of the network structural disorder. In directed networks (F) exhibits a rich structure, being larger than in undirected networks for higher values of epsilon, and smaller for lower values of epsilon. (c) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:5864 / 5870
页数:7
相关论文
共 27 条
[1]   The role of network topology on extremism propagation with the relative agreement opinion dynamics [J].
Amblard, F ;
Deffuant, G .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 343 :725-738
[2]  
[Anonymous], 2002, J ARTIF SOC SOC SIMU
[3]   Monte Carlo simulation of deffuant opinion dynamics with quality differences [J].
Assmann, P .
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2004, 15 (10) :1439-1447
[4]   Bifurcations and patterns in compromise processes [J].
Ben-Naim, E ;
Krapivsky, PL ;
Redner, S .
PHYSICA D-NONLINEAR PHENOMENA, 2003, 183 (3-4) :190-204
[5]   Statistical physics of social dynamics [J].
Castellano, Claudio ;
Fortunato, Santo ;
Loreto, Vittorio .
REVIEWS OF MODERN PHYSICS, 2009, 81 (02) :591-646
[6]   Mixing beliefs among interacting agents [J].
Deffuant, G ;
Neau, D ;
Amblard, F ;
Weisbuch, G .
APPLICATIONS OF SIMULATION TO SOCIAL SCIENCES, 2000, :87-98
[7]  
Deffuant G, 2002, JASSS, V5
[8]   Universality of the threshold for complete consensus for the opinion dynamics of Deffuant et al. [J].
Fortunato, S .
INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2004, 15 (09) :1301-1307
[9]  
Groeber P, 2009, JASSS-J ARTIF SOC S, V12
[10]  
Guo L, 2009, COMMUN COMPUT PHYS, V5, P1045