Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model

doi:10.1109/TCSS.2021.3125287

CORC > 自动化研究所 > 中国科学院自动化研究所 > 复杂系统管理与控制国家重点实验室 > 先进控制与自动化团队

	Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model
	Xue, Xiao 1; Chen, Fangyi 1; Zhou, Deyu 3; Wang, Xiao 2; Lu, Min 1; Wang, Fei-Yue 2
刊名	IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
	2021-11-12
页码	15
关键词	Computational modeling Complex systems Analytical models Tools Adaptation models Standards Solid modeling Artificial society computational experiments computational model customized design framework
ISSN号	2329-924X
DOI	10.1109/TCSS.2021.3125287
通讯作者	Xue, Xiao(jzxuexiao@tju.edu.cn)
英文摘要	Computational experiments have emerged as a new method for quantitative analysis of complex social systems. It has been applied to many interdisciplinary research fields, such as economics, finance, and epidemiology. Though the representation form of computational experiments is relatively flexible, the real system is more complex. Therefore, it is important to seek a balance between the flexibility of computational modeling and the credibility of conclusion. This article proposes a customized design framework for computational experiment models, so as to meet the diverse application demands of computational experiments in different fields. Finally, this article outlines some typical applications of computational experiments to provide a roadmap for its rapid development and widespread application.
资助项目	National Key Research and Development Program of China[2017YFB1401200] ; National Natural Science Foundation of China[61972276] ; National Natural Science Foundation of China[61832014] ; National Natural Science Foundation of China[62032016] ; Open Research Fund of The State Key Laboratory for Management and Control of Complex Systems[20210101] ; Shandong Key Laboratory of Intelligent Buildings Technology[SDIBT202001]
WOS关键词	AGENT-BASED MODEL ; DYNAMICS
WOS研究方向	Computer Science
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000732089100001
资助机构	National Key Research and Development Program of China ; National Natural Science Foundation of China ; Open Research Fund of The State Key Laboratory for Management and Control of Complex Systems ; Shandong Key Laboratory of Intelligent Buildings Technology
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/46932]
专题	自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
通讯作者	Xue, Xiao
作者单位	1.Tianjin Univ, Coll Intelligence & Comp, Tianjin 454000, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100080, Peoples R China 3.China Univ Geosci, Sch Informat Engn, Beijing 100083, Peoples R China
推荐引用方式 GB/T 7714	Xue, Xiao,Chen, Fangyi,Zhou, Deyu,et al. Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2021:15.
APA	Xue, Xiao,Chen, Fangyi,Zhou, Deyu,Wang, Xiao,Lu, Min,&Wang, Fei-Yue.(2021).Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,15.
MLA	Xue, Xiao,et al."Computational Experiments for Complex Social Systems--Part I: The Customization of Computational Model".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (2021):15.