Temperature-noise interplay in a coupled model of opinion dynamics

We consider a coupled system mimicking opinion formation under the influence of a group of q neighbors (q-lobby) that consists of an Ising part governed by temperature-like parameter T and a voter dynamics parametrized by noise probability p (independence of choice). Using rigorous analytical calculations backed by extensive Monte Carlo simulations, we examine the interplay between these two quantities. Based on the theory of phase transitions, we derive the relation between T and p at the critical line dividing the ordered and disordered phases, which takes a very simple and generic form T(p-a)=b in the high temperature limit. For specific lobby sizes, we show where the temperature and noise are balanced, and we hint that for large q, the temperature-like dynamics prevails.

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Publication Details

Journal
Physical review. E
Published
2025-08-28
DOI
https://doi.org/10.1103/v5q5-gy67
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
0.00

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article

Temperature-noise interplay in a coupled model of opinion dynamics

Anna Chmiel, Julian Sienkiewicz
Physical review. E
Opinion Dynamics and Social Influence
article

Temperature-noise interplay in a coupled model of opinion dynamics

Anna Chmiel, Julian Sienkiewicz
article en

Abstract

We consider a coupled system mimicking opinion formation under the influence of a group of q neighbors (q-lobby) that consists of an Ising part governed by temperature-like parameter T and a voter dynamics parametrized by noise probability p (independence of choice). Using rigorous analytical calculations backed by extensive Monte Carlo simulations, we examine the interplay between these two quantities. Based on the theory of phase transitions, we derive the relation between T and p at the critical line dividing the ordered and disordered phases, which takes a very simple and generic form T(p-a)=b in the high temperature limit. For specific lobby sizes, we show where the temperature and noise are balanced, and we hint that for large q, the temperature-like dynamics prevails.

Physical review. EVol. 112(2)
Warsaw University of Technology (PL)
Politechnika Warszawska
Openalex Percentile: Top 82%
Opinion Dynamics and Social Influence
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