Literature DB >> 19518298

Opinion dynamics on an adaptive random network.

I J Benczik1, S Z Benczik, B Schmittmann, R K P Zia.   

Abstract

We revisit the classical model for voter dynamics in a two-party system with two basic modifications. In contrast to the original voter model studied in regular lattices, we implement the opinion formation process in a random network of agents in which interactions are no longer restricted by geographical distance. In addition, we incorporate the rapidly changing nature of the interpersonal relations in the model. At each time step, agents can update their relationships. This update is determined by their own opinion, and by their preference to make connections with individuals sharing the same opinion, or rather with opponents. In this way, the network is built in an adaptive manner, in the sense that its structure is correlated and evolves with the dynamics of the agents. The simplicity of the model allows us to examine several issues analytically. We establish criteria to determine whether consensus or polarization will be the outcome of the dynamics and on what time scales these states will be reached. In finite systems consensus is typical, while in infinite systems a disordered metastable state can emerge and persist for infinitely long time before consensus is reached.

Entities:  

Year:  2009        PMID: 19518298     DOI: 10.1103/PhysRevE.79.046104

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  4 in total

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Authors:  Maxim S Shkarayev; Ira B Schwartz; Leah B Shaw
Journal:  J Phys A Math Theor       Date:  2013       Impact factor: 2.132

2.  Freezing period strongly impacts the emergence of a global consensus in the voter model.

Authors:  Zhen Wang; Yi Liu; Lin Wang; Yan Zhang; Zhen Wang
Journal:  Sci Rep       Date:  2014-01-08       Impact factor: 4.379

3.  Emergence of opinion leaders in reference networks.

Authors:  Mariko I Ito; Hisashi Ohtsuki; Akira Sasaki
Journal:  PLoS One       Date:  2018-03-26       Impact factor: 3.240

4.  Bounded Confidence under Preferential Flip: A Coupled Dynamics of Structural Balance and Opinions.

Authors:  Antonio Parravano; Ascensión Andina-Díaz; Miguel A Meléndez-Jiménez
Journal:  PLoS One       Date:  2016-10-07       Impact factor: 3.240

  4 in total

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