A thermodynamic counterpart of the Axelrod model of social influence: The one-dimensional case
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 propertie...
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Veröffentlicht in: | Physica A 2013-12, Vol.392 (24), p.6561-6570 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | 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.
•We report a thermodynamic version of the Axelrod model.•We explicitly demonstrate the nonequilibrium nature of the original model.•A unifying proposal is made to compare exponents across discrete 1D models.•The presence of mass media carries the 1D system only to nonuniform regime.•The 1D original model in N infinito remains in disordered state for any finite noise. |
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ISSN: | 0378-4371 1873-2119 0378-4371 |
DOI: | 10.1016/j.physa.2013.08.033 |