Literature DB >> 31574746

Consensus and diversity in multistate noisy voter models.

Francisco Herrerías-Azcué1, Tobias Galla1,2.   

Abstract

We study a variant of the voter model with multiple opinions; individuals can imitate each other and also change their opinion randomly in mutation events. We focus on the case of a population with all-to-all interaction. A noise-driven transition between regimes with multimodal and unimodal stationary distributions is observed. In the former, the population is mostly in consensus states; in the latter, opinions are mixed. We derive an effective death-birth process, describing the dynamics from the perspective of one of the opinions and use it to analytically compute marginals of the stationary distribution. These calculations are exact for models with homogeneous imitation and mutation rates and an approximation if rates are heterogeneous. Our approach can be used to characterize the noise-driven transition and to obtain mean switching times between consensus states.

Mesh:

Year:  2019        PMID: 31574746     DOI: 10.1103/PhysRevE.100.022304

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  5 in total

1.  Data-driven model reduction of agent-based systems using the Koopman generator.

Authors:  Jan-Hendrik Niemann; Stefan Klus; Christof Schütte
Journal:  PLoS One       Date:  2021-05-13       Impact factor: 3.240

2.  Discontinuous phase transitions in the multi-state noisy q-voter model: quenched vs. annealed disorder.

Authors:  Bartłomiej Nowak; Bartosz Stoń; Katarzyna Sznajd-Weron
Journal:  Sci Rep       Date:  2021-03-17       Impact factor: 4.379

3.  A general framework to link theory and empirics in opinion formation models.

Authors:  Ivan V Kozitsin
Journal:  Sci Rep       Date:  2022-04-01       Impact factor: 4.996

4.  Consensus, Polarization and Hysteresis in the Three-State Noisy q-Voter Model with Bounded Confidence.

Authors:  Maciej Doniec; Arkadiusz Lipiecki; Katarzyna Sznajd-Weron
Journal:  Entropy (Basel)       Date:  2022-07-16       Impact factor: 2.738

5.  Contrarian Voter Model under the Influence of an Oscillating Propaganda: Consensus, Bimodal Behavior and Stochastic Resonance.

Authors:  Maria Cecilia Gimenez; Luis Reinaudi; Federico Vazquez
Journal:  Entropy (Basel)       Date:  2022-08-17       Impact factor: 2.738

  5 in total

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