Solution of the voter model by spectral analysis

被引:8
|
作者
Pickering, William [1 ]
Lim, Chjan [1 ]
机构
[1] Rensselaer Polytech Inst, Dept Math Sci, Troy, NY 12180 USA
关键词
COALESCING RANDOM-WALKS; TIMES;
D O I
10.1103/PhysRevE.91.012812
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
An exact spectral analysis of the Markov propagator for the voter model is presented for the complete graph and extended to the complete bipartite graph and uncorrelated random networks. Using a well-defined Martingale approximation in diffusion-dominated regions of phase space, which is almost everywhere for the voter model, this method is applied to compute analytically several key quantities such as exact expressions for the m time-step propagator of the voter model, all moments of consensus times, and the local times for each macrostate. This spectral method is motivated by a related method for solving the Ehrenfest urn problem and by formulating the voter model on the complete graph as an urn model. Comparisons of the analytical results from the spectral method and numerical results from Monte Carlo simulations are presented to validate the spectral method.
引用
下载
收藏
页数:10
相关论文
共 50 条
  • [31] Dynamics of a Repulsive Voter Model
    Karan, Farshad Salimi Naneh
    Chakraborty, Subhadeep
    IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2016, 3 (01): : 13 - 22
  • [32] Coarsening and persistence in the voter model
    Ben-Naim, E.
    Frachebourg, L.
    Krapivsky, P.L.
    Physical Review E. Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, 1996, 53 (4-A pt A):
  • [33] Renormalization of the voter model in equilibrium
    Zähle, I
    ANNALS OF PROBABILITY, 2001, 29 (03): : 1262 - 1302
  • [34] INTERMITTENCY ON CATALYSTS: VOTER MODEL
    Gaertner, J.
    den Hollander, F.
    Maillard, G.
    ANNALS OF PROBABILITY, 2010, 38 (05): : 2066 - 2102
  • [35] Tightness of voter model interfaces
    Sturm, Anja
    Swart, Jan M.
    ELECTRONIC COMMUNICATIONS IN PROBABILITY, 2008, 13 : 165 - 174
  • [36] Voter model on Sierpinski fractals
    Suchecki, K
    Holyst, JA
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2006, 362 (02) : 338 - 344
  • [37] The model design of hardware voter
    Zhao, P
    Zhang, Q
    Wang, Y
    Yang, XT
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 711 - 716
  • [38] Voter model on adaptive networks
    杜金铭
    Chinese Physics B, 2022, (05) : 896 - 906
  • [39] Coarsening and persistence in the voter model
    BenNaim, E
    Frachebourg, L
    Krapivsky, PL
    PHYSICAL REVIEW E, 1996, 53 (04): : 3078 - 3087
  • [40] A MODEL OF PRIMARY VOTER BEHAVIOR
    NEWMAN, BI
    SHETH, JN
    JOURNAL OF CONSUMER RESEARCH, 1985, 12 (02) : 178 - 187