English

Non-equilibrium dynamics in a three state opinion formation model with stochastic extreme switches

Statistical Mechanics 2023-02-28 v3 Physics and Society

Abstract

We investigate the non-equilibrium dynamics of a three state kinetic exchange model of opinion formation, where switches between extreme states are possible, depending on the value of a parameter qq. The mean field dynamical equations are derived and analysed for any qq. The fate of the system under the evolutionary rules used in \cite{BCS} shows that it is dependent on the value of qq and the initial state in general. For q=1q=1, which allows the extreme switches maximally, a quasi-conservation in the dynamics is obtained which renders it equivalent to the voter model. For general qq values, a "frozen" disordered fixed point is obtained which acts as an attractor for all initially disordered states. For other initial states, the order parameter grows with time tt as exp[α(q)t]\exp[\alpha(q) t] where α=1q3q\alpha = \frac{1-q}{3-q} for q1q\neq 1 and follows a power law behaviour for q=1q=1. Numerical simulations using a fully connected agent based model provide additional results like the system size dependence of the exit probability and consensus times that further accentuate the different behaviour of the model for q=1q=1 and q1q\neq 1. The results are compared with the non-equilibrium phenomena in other well known dynamical systems.

Keywords

Cite

@article{arxiv.2210.02043,
  title  = {Non-equilibrium dynamics in a three state opinion formation model with stochastic extreme switches},
  author = {Kathakali Biswas and Parongama Sen},
  journal= {arXiv preprint arXiv:2210.02043},
  year   = {2023}
}

Comments

9 pages, 11 figures; new references and text added; some figures changed