TY - JOUR
T1 - A thermodynamic counterpart of the Axelrod model of social influence
T2 - The one-dimensional case
AU - Gandica, Y.
AU - Medina, E.
AU - Bonalde, I.
N1 - Funding Information:
Y.G. is thankful for support from the Venezuelan Government ’s project Misión Ciencia and the Instituto Venezolano de Investigaciones Científicas (IVIC) . I.B. appreciates the financial assistance from IVIC through project No. 441. Y.G. is thankful for assistance from the Condensed Matter Laboratory at Universidad Simón Bolívar.
PY - 2013/12/15
Y1 - 2013/12/15
N2 - We propose a thermodynamic version of the Axelrod model of social influence. In one-dimensional (1D) lattices, the thermodynamic model becomes a coupled Potts model with a bonding interaction that increases with the site matching traits. We analytically calculate thermodynamic and critical properties for a 1D system and show that an order-disorder phase transition only occurs at T=0 independent of the number of cultural traits q and features F. The 1D thermodynamic Axelrod model belongs to the same universality class of the Ising and Potts models, notwithstanding the increase of the internal dimension of the local degree of freedom and the state-dependent bonding interaction. We suggest a unifying proposal to compare exponents across different discrete 1D models. The comparison with our Hamiltonian description reveals that in the thermodynamic limit the original out-of-equilibrium 1D Axelrod model with noise behaves like an ordinary thermodynamic 1D interacting particle system.
AB - We propose a thermodynamic version of the Axelrod model of social influence. In one-dimensional (1D) lattices, the thermodynamic model becomes a coupled Potts model with a bonding interaction that increases with the site matching traits. We analytically calculate thermodynamic and critical properties for a 1D system and show that an order-disorder phase transition only occurs at T=0 independent of the number of cultural traits q and features F. The 1D thermodynamic Axelrod model belongs to the same universality class of the Ising and Potts models, notwithstanding the increase of the internal dimension of the local degree of freedom and the state-dependent bonding interaction. We suggest a unifying proposal to compare exponents across different discrete 1D models. The comparison with our Hamiltonian description reveals that in the thermodynamic limit the original out-of-equilibrium 1D Axelrod model with noise behaves like an ordinary thermodynamic 1D interacting particle system.
KW - Axelrod model
KW - Phase transitions
KW - Sociophysics
KW - Thermodynamic models
UR - http://www.scopus.com/inward/record.url?scp=84885028927&partnerID=8YFLogxK
U2 - 10.1016/j.physa.2013.08.033
DO - 10.1016/j.physa.2013.08.033
M3 - Artículo
AN - SCOPUS:84885028927
SN - 0378-4371
VL - 392
SP - 6561
EP - 6570
JO - Physica A: Statistical Mechanics and its Applications
JF - Physica A: Statistical Mechanics and its Applications
IS - 24
ER -