Title :
Roadmap for Multiagent Social Simulation on HPC
Author :
Itsuki Noda;Nobuyasu Ito;Kiyoshi Izumi;Tomohisa Yamashita;Hideki Mizuta;Tomio Kamada;Yohsuke Murase;Sachiko Yoshihama;Hiromitsu Hattori
Author_Institution :
Human Inf. Res. Inst., AIST, Tsukuba, Japan
Abstract :
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.
Keywords :
"Computational modeling","Biological system modeling","Data models","Computational efficiency","Cities and towns","Sociology","Statistics"
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2015 IEEE / WIC / ACM International Conference on
DOI :
10.1109/WI-IAT.2015.178