Roadmap for Multiagent Social Simulation on HPC

In this article, we show roadmaps of multiagent social simulation to illustrate directions of technological achievements. Compared with physical simulation, social simulation is still in a phase of establishing models of simulations. We focus three issues, 'undetermined model', 'obscu...

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Published in2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) Vol. 3; pp. 22 - 25
Main Authors Noda, Itsuki, Ito, Nobuyasu, Izumi, Kiyoshi, Yamashita, Tomohisa, Mizuta, Hideki, Kamada, Tomio, Murase, Yohsuke, Yoshihama, Sachiko, Hattori, Hiromitsu
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2015
Subjects
application
Biological system modeling
Cities and towns
Computational efficiency
Computational modeling
Data models
HPC
multiagent social simulation
Sociology
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Summary:In this article, we show roadmaps of multiagent social simulation to illustrate directions of technological achievements. Compared with physical simulation, social simulation is still in a phase of establishing models of simulations. We focus three issues, 'undetermined model', 'obscure boundary', and 'incomplete data', and consider a way to overcome these issues by using huge computational powers of high-performance computing (HPC). We pick-up three applications, evacuation, road-traffic, and market, and estimate required computational cost for the real applications.
DOI:10.1109/WI-IAT.2015.178