• DocumentCode
    134487
  • Title

    Interactive particle-based simulation of sociophysics models

  • Author

    Sabou, Adrian ; Gorgan, Dorian ; Peter, Ioan Radu

  • Author_Institution
    Comput. Sci. Dept., Tech. Univ. of Cluj-Napoca, Cluj-Napoca, Romania
  • fYear
    2014
  • fDate
    4-6 Sept. 2014
  • Firstpage
    411
  • Lastpage
    416
  • Abstract
    Particle-based simulations are widespread in the field of computer graphics and are mainly used for simulating soft-body dynamics. Modeled objects are approximated through discrete points called particles, having various physical properties. Sociophysics has emerged alongside econophysics as a new important research domain, taking methodological inspiration from lattice model computer simulation of problems in two-dimensional condensed matter physics. This paper presents an extension of particle models with regard to their initial purpose and proposes a solution for simulating sociophysics models interactively using a particle-based visual approach. An existent agent-based “small world” model is mapped on a particle-based grid and its evolution in time is simulated on a high-performance graphics cluster in order to model technology adoption and consumer behavior. Several experimental scenarios validate the initial hypothesis that particle-based models can be extended beyond their original scope and evaluate the system´s performance and scalability.
  • Keywords
    computer graphics; digital simulation; physics computing; agent-based small world model; computer graphics; consumer behavior; discrete points; econophysics; high-performance graphics cluster; interactive particle-based simulation; lattice model computer simulation; model technology adoption; particle-based grid; particle-based visual approach; sociophysics models; soft-body dynamics; two-dimensional condensed matter physics; Biological system modeling; Cogeneration; Computational modeling; Data models; Numerical models; Solid modeling; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computer Communication and Processing (ICCP), 2014 IEEE International Conference on
  • Conference_Location
    Cluj Napoca
  • Print_ISBN
    978-1-4799-6568-7
  • Type

    conf

  • DOI
    10.1109/ICCP.2014.6937029
  • Filename
    6937029