English

Opinion formation models with extreme switches and disorder: critical behaviour and dynamics

Statistical Mechanics 2023-05-08 v1

Abstract

In a three state kinetic exchange opinion formation model, the effect of extreme switches was considered in a recent paper. In the present work, we study the same model with disorder. Here disorder implies that negative interactions may occur with a probability pp. In absence of extreme switches, the known critical point is at pc=1/4p_c =1/4 in the mean field model. With a nonzero value of qq that denotes the probability of such switches, the critical point is found to occur at p=1q4 p = \frac{1-q}{4} where the order parameter vanishes with a universal value of the exponent β=1/2\beta =1/2. Stability analysis of initially ordered states near the phase boundary reveals the exponential growth/decay of the order parameter in the ordered/disordered phase with a timescale diverging with exponent 11. The fully ordered state also relaxes exponentially to its equilibrium value with a similar behaviour of the associated timescale. Exactly at the critical points, the order parameter shows a power law decay with time with exponent 1/21/2. Although the critical behaviour remains mean field like, the system behaves more like a two state model as q1q \to 1. At q=1q=1 the model behaves like a binary voter model with random flipping occurring with probability pp.

Keywords

Cite

@article{arxiv.2212.12186,
  title  = {Opinion formation models with extreme switches and disorder: critical behaviour and dynamics},
  author = {Kathakali Biswas and Parongama Sen},
  journal= {arXiv preprint arXiv:2212.12186},
  year   = {2023}
}

Comments

7 pages, 7 figures