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
Link To Document :
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