Effect of long-range interactions on the phase transition of Axelrod's model

Autor(es)

Reia, Sandro M. ; Fontanari, Jose F.

• Tipo de documento: Artigo Científico
• Fonte: PHYSICAL REVIEW E; v. 94, n. 5, p. 7-pg., 2016-11-30.

Resumo

Axelrod's model with F = 2 cultural features, where each feature can assume k states drawn from a Poisson distribution of parameter q, exhibits a continuous nonequilibrium phase transition in the square lattice. Here we use extensive Monte Carlo simulations and finite-size scaling to study the critical behavior of the order parameter., which is the fraction of sites that belong to the largest domain of an absorbing configuration averaged over many runs. We find that it vanishes as rho similar to (q(c)(0) - q)(beta) with beta approximate to 0.25 at the critical point q(c)(0) approximate to 3.10 and that the exponent that measures the width of the critical region is nu(0) approximate to 2.1. In addition, we find that introduction of long-range links by rewiring the nearest-neighbors links of the square lattice with probability p turns the transition discontinuous, with the critical point q(c)(p) increasing from 3.1 to 27.17, approximately, as p increases from 0 to 1. The sharpness of the threshold, as measured by the exponent nu(p) approximate to 1 for p > 0, increases with the square root of the number of nodes of the resulting small-world network. (AU)

• Processo FAPESP: 15/17277-0 - Difusão de inovações: modelagem computacional baseada no modelo de Axelrod
• Beneficiário: Sandro Martinelli Reia
• Modalidade de apoio: Bolsas no Brasil - Pós-Doutorado
• Processo FAPESP: 15/21689-2 - Inteligência coletiva: a abordagem de sistemas cooperativos distribuídos
• Beneficiário: José Fernando Fontanari
• Modalidade de apoio: Auxílio à Pesquisa - Regular