English

Entropy Production on Cooperative Opinion Dynamics

Statistical Mechanics 2023-11-13 v1

Abstract

As one of the most widespread social dynamics, cooperative behavior is among the most fascinating collective phenomena. Several animal species, from social insects to human beings, feature social groups altruistically working for a common benefit. This collaborative conduct pervades the actions and opinions of individuals, yielding strategic decision-making between political, religious, ethnic, and economic social puzzles. Here, we explore how cooperative behavior phenomena impact collective opinion dynamics and entropy generation in social groups. We select a random fraction ff of community members as collaborative individuals and model the opinion dynamics using a social temperature parameter qq that functions as a social anxiety noise. With probability qq, regular individuals oppose their companions about a social decision, assuming group dissent. Collaborative agents experience a reduced effective social noise μq\mu q, where 0<μ<10 < \mu < 1 is the social anxiety noise sensibility parameter that enhances social validation. We perform numerical simulations and mean-field analysis and find the system undergoes nonequilibrium order-disorder phase transitions with expressive social entropy production. Our results also highlight the effects of an individual social anxiety attenuation level in enhancing group consensus and inducing exuberant collective phenomena in complex systems.

Keywords

Cite

@article{arxiv.2311.05803,
  title  = {Entropy Production on Cooperative Opinion Dynamics},
  author = {Igor V. G. Oliveira and Chao Wang and Gaogao Dong and Ruijin Du and Carlos E. Fiore and H. Eugene Stanley and André L. M. Vilela},
  journal= {arXiv preprint arXiv:2311.05803},
  year   = {2023}
}
R2 v1 2026-06-28T13:16:57.832Z