【IJAC推文】面向突发事件应急管理的Agent仿真系统

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IJAC Research ArticleAgent-based Simulation Systems for Emergency Management(面向突发事件应急管理的Agent仿真系统)
Zhi-Chao Song(1), Yuan-Zheng Ge(1,2), Hong Duan(1), Xiao-Gang Qiu(1)1 College of Information System and Management, National University of Defense Technology, Hunan 410073, China2 Aeronautical University of China People Liberation Airforce, Jilin 130012, China------------------------------------------Published in IJAC Vol.13 No.2, 2016, Special Issue on Intelligent Computing and Modeling in Life System and Sustainable Environment

文章简介

图 1、 Structure of the public-health-emergency-management-oriented simulation system

                对于诸如埃博拉、寨卡之类的新型流行病传播控制来说，依靠历史数据和经验制定应急管理方案的方法，已经难以满足当前快速响应、准确应对、高效管控的应急管理要求。通过仿真实验进行方案的制定和优化，是一种进行流行病传播控制等应急管理的新方法。目前，国际上已有的流行病传播仿真系统有EpiSims、Big Italy和Little Italy等，而类似系统的研究和设计在国内尚不多见。国防科学技术大学教授邱晓刚和其博士研究生宋智超等研究了基于Agent的应急管理仿真方法，研究结果表明该方法确实要比数学计算的方法更加准确合理。根据该思路提出的一种研究应急管理的Agent仿真原型系统考虑了Agent模型、突发事件模型、管理措施模型和交互行为模型，给出了面向突发事件应急管理仿真系统的基本框架。该设计将ACP（人工社会、计算实验、平行执行）思想、Agent建模与仿真技术和复杂网络理论有机结合在一起，解决了突发事件因素难以进行数学表达和参数难以量化的问题，为构建类似的研究流行病传播控制等应急管理实验平台提供了借鉴。

Author information 

Zhi-Chao Song is currently a Ph. D. candidate at Research Center of Military Computational Experiments and Parallel System Technology, National University of Defense Technology, China. He has joined a project supported by National Nature and Science Foundation of China (No. 91024030) since 2010. His job is to build the artificial society in which lots of experiments in the social science fields can be done. In his job he cares more about the artificial society building methods and the social networks modeling.    His research interests include complex system modeling and social networks analysis.    E-mail: song [e-mail] (Corresponding author)    ORCID iD: 0000-0002-7304-7198

Yuan-Zheng Ge received her Ph. D. degree in control science and engineering from National University of Defense Technology, China in 2014. She is currently an engineer in Aeronautical University of China People Liberation Air-force.    Her research interests include agent-based modeling, artificial society, complex social networks and maintenance management of aircrafts.    E-mail: [e-mail]

Hong Duan received the Ph. D. degree in control science and engineering from National University of Defense Technology, China in 2001. She is currently an associate professor at Research Center of Parallel System Technology, National University of Defense Technology, China.    Her research interests include modeling and simulation, complex system, data analysis.    E-mail: [e-mail]

Xiao-Gang Qiu received the Ph. D. degree in system simulation from National University of Defense Technology, China in 1998. He is currently a professor with the College of Information System and Man-agement, National University of Defense Technology.    His research interests include simulation, multi-agent systems, knowledge management, and parallel control.    E-mail: [e-mail]

Article DetailsCitation: Zhi-Chao Song, Yuan-Zheng Ge, Hong Duan, Xiao-Gang Qiu. Agent-based Simulation Systems for Emergency Management. International Journal of Automation and Computing, vol. 13, no. 2, pp. 89-98, 2016.
Keywords: Agent-based simulation, emergency management, artificial societies, computational experiments, parallel execution (ACP), simulation system, public health, transmission of infectious diseases
Full Text: http://www.ijac.net/EN/abstract/abstract1752.shtmlhttp://link.springer.com/article/10.1007/s11633-016-0958-6关注本微信公众号，点击“期刊在线”-“当期目录”也可阅读全文。

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