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Hidden quantization phenomenon in the sznajd model with initial structure

Author

Listed:
  • Nicolás E. Amado

    (Consejo Nacional de Investigaciones Científicas y Técnicas
    Física y Computación)

  • Marcos E. Gaudiano

    (Física y Computación
    Centro de Investigación y Estudios de Matemática. Consejo Nacional de Investigaciones Científicas y Técnicas)

  • Jorge A. Revelli

    (Consejo Nacional de Investigaciones Científicas y Técnicas
    Física y Computación)

Abstract

Random initial conditions are extensively used in sociophysics models. However, hierarchically organized setups were recently used, producing interesting results which are not seen in the random case. We deepen those previous works by studying an opinion dynamics model where there are two initial opposing ideological groups and a third emergent party. We assume the same amount of adherents for each initial party and focus on varying the degree of their structure. Here we introduce a new approach that uses ternary diagrams as a tool to visualize phenomena that are otherwise hidden in conventional observables (e.g., parties’ probability of winning). We were able, through these diagrams, to unveil the presence of adherence quantization when the system is highly structured. We deduce an analytical expression finding an excellent agreement with simulated results. The explanation for this quantization is based on a new type of interaction, not between individuals, but among groups of individuals.

Suggested Citation

  • Nicolás E. Amado & Marcos E. Gaudiano & Jorge A. Revelli, 2024. "Hidden quantization phenomenon in the sznajd model with initial structure," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 97(10), pages 1-11, October.
  • Handle: RePEc:spr:eurphb:v:97:y:2024:i:10:d:10.1140_epjb_s10051-024-00806-0
    DOI: 10.1140/epjb/s10051-024-00806-0
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    References listed on IDEAS

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    1. Katarzyna Sznajd-Weron & Józef Sznajd, 2000. "Opinion Evolution In Closed Community," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 11(06), pages 1157-1165.
    2. Gaudiano, Marcos E. & Revelli, Jorge A., 2019. "Spontaneous emergence of a third position in an opinion formation model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 521(C), pages 501-511.
    3. Erez Hatna & Itzhak Benenson, 2012. "The Schelling Model of Ethnic Residential Dynamics: Beyond the Integrated - Segregated Dichotomy of Patterns," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-6.
    4. Marcos E. Gaudiano & Jorge A. Revelli, 2021. "Entropical analysis of an opinion formation model presenting a spontaneous third position emergence," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 94(4), pages 1-11, April.
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