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Coarsening in the persistent voter model: Analytical results.
R G de Almeida1, Jeferson J Arenzon2,3, F Corberi4,5
1Universidade Federal Fluminense, Instituto de Física, Niterói 24210-346, Brazil.
This study explores opinion dynamics using a simplified persistent voter model where agents can become unchangeable zealots. The model accurately reflects complex social behaviors and provides new insights into opinion formation.
Area of Science:
- Statistical Physics
- Social Dynamics
- Complex Systems
Background:
- The persistent voter model is a key framework for understanding opinion dynamics.
- Real-world social systems often exhibit agents with fixed opinions (zealots).
- Previous models may not fully capture the interplay between opinion change and immutability.
Purpose of the Study:
- To investigate the coarsening dynamics of a simplified persistent voter model incorporating zealots.
- To analyze how agent interactions and the emergence of zealots influence opinion spread.
- To provide a tractable mathematical framework for studying these dynamics.
Main Methods:
- Development of a simplified persistent voter model with zealot agents.
- Derivation of governing equations for one-point and two-point correlation functions.
- Application of approximate closure schemes and analytical solutions.
- Validation through numerical simulations.
Main Results:
- The simplified model successfully captures key features of the original persistent voter model.
- Analytical solutions for correlation functions were obtained.
- The derived equations, though not closed, were effectively managed using approximation schemes.
- Analytical results showed strong agreement with numerical simulations.
Conclusions:
- The simplified persistent voter model with zealots offers a valuable tool for studying opinion dynamics.
- The findings validate the use of approximate closure schemes in complex systems modeling.
- This work provides a foundation for further research into social influence and opinion formation.
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