Parallel Simulation of Complex Evacuation Scenarios with Adaptive Agent Models

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成果类型：

期刊论文

作者：

Chen, Dan*;Wang, Lizhe;Zomaya, Albert Y.;Dou, MingGang;Chen, Jingying;...

通讯作者：

Chen, Dan

作者机构：

[Chen, Dan] Wuhan Univ, Sch Comp, Wuhan 430072, Hubei, Peoples R China.

[Chen, Dan] Collaborat & Innovat Ctr Educ Technol, Beijing, Peoples R China.

[Deng, Ze; Dou, MingGang; Wang, Lizhe] China Univ Geosci, Sch Comp Sci, Wuhan 430074, Hubei, Peoples R China.

[Zomaya, Albert Y.] Univ Sydney, Sch Informat Technol, Sydney, NSW 2006, Australia.

[Chen, Jingying] Cent China Normal Univ, Natl Engn Ctr E Learning, Wuhan, Hubei, Peoples R China.

通讯机构：

[Chen, Dan] W

Wuhan Univ, Sch Comp, Wuhan 430072, Hubei, Peoples R China.

语种：

英文

关键词：

Adaptive agents;crowd behavior;evacuation;general-purpose computation on graphics processing units;parallel modeling and simulation

期刊：

IEEE Transactions on Parallel and Distributed Systems

ISSN：

1045-9219

年：

2015

卷：

期：

页码：

847-857

DOI：

10.1109/TPDS.2014.2311805

基金类别：

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61361120098, 61272314]; Program for New Century Excellent Talents in UniversityProgram for New Century Excellent Talents in University (NCET) [NCET-11-0722]; Ministry of Education - China Mobile Communications Corporation Joint Foundation [MCM20130601]; Wuhan Chenguang Project [2013070104010019]; AFOSR DDDAS [FA9550-12-1-0241]; NSFNational Science Foundation (NSF) [IIP-0758579, DUE-1303362, SES-1314631]

机构署名：

本校为其他机构

院系归属：

教育信息技术学院

国家数字化学习工程技术研究中心

摘要：

Simulation study on evacuation scenarios has gained tremendous attention in recent years. Two major research challenges remain along this direction: (1) how to portray the effect of individuals' adaptive behaviors under various situations in the evacuation procedures and (2) how to simulate complex evacuation scenarios involving huge crowds at the individual level due to the ultrahigh complexity of these scenarios. In this study, a simulation framework for general evacuation scenarios has been developed. Each individual in the scenario is model...

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Parallel Simulation of Complex Evacuation Scenarios with Adaptive Agent Models

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