Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems

doi:10.1109/TSMC.2023.3322402

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: A New Analysis Method for Cyber-Physical-Social Systems
	Xue, Xiao 5; Shen, Yifan 5; Yu, Xiangning 5; Zhou, De-Yu 4; Wang, Xiao 3; Wang, Gang 2; Wang, Fei-Yue 1
刊名	IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
	2023-10-24
页码	14
关键词	Cloud manufacturing service ecosystem (CMSE) computational experiments cyber-physical-social systems (CPSSs) experiment analysis experiment design
ISSN号	2168-2216
DOI	10.1109/TSMC.2023.3322402
通讯作者	Xue, Xiao(jzxuexiao@tju.edu.cn)
英文摘要	Given the complex nature of cyber-physical-social systems (CPSSs), understanding their mechanism is essential for analyzing and controlling their actions while minimizing potential harm. However, studying CPSS in the real world is costly and constrained by legal and institutional factors. Computational experiments have emerged as a new method for quantitative analysis, and this article proposes a method of using computational experiments for analyzing CPSS, which consists of model docking, experiment design, and experiment analysis. The cloud manufacturing service ecosystem (CMSE) is used as a typical case study to verify the effectiveness of the proposed method by simulating different operation strategies. The results show that the computational experiments method is effective in providing new means and ideas for analyzing CPSS.
资助项目	National Key Research and Development Program of China[2021YFF0900800] ; National Natural Science Foundation of China[61972276] ; National Natural Science Foundation of China[62206116] ; National Natural Science Foundation of China[62032016] ; New Liberal Arts Reform and Practice Project of National Ministry of Education[2021170002] ; Tianjin University Talent Innovation Reward Program for Literature and Science Graduate Student[C1-2022-010] ; Shanxi Province Social Science Foundation[2020F002]
WOS关键词	CPS ; INTELLIGENCE ; EMERGENCE
WOS研究方向	Automation & Control Systems ; Computer Science
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:001092411200001
资助机构	National Key Research and Development Program of China ; National Natural Science Foundation of China ; New Liberal Arts Reform and Practice Project of National Ministry of Education ; Tianjin University Talent Innovation Reward Program for Literature and Science Graduate Student ; Shanxi Province Social Science Foundation
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/54376]
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.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Shanxi Univ Finance & Econ, Sch Informat, Taiyuan 710100, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100080, Peoples R China 4.Shandong Univ, Sch Softwar, Jinan 250100, Peoples R China 5.Tianjin Univ, Coll Intelligence & Comp, Tianjin 300072, Peoples R China
推荐引用方式 GB/T 7714	Xue, Xiao,Shen, Yifan,Yu, Xiangning,et al. Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2023:14.
APA	Xue, Xiao.,Shen, Yifan.,Yu, Xiangning.,Zhou, De-Yu.,Wang, Xiao.,...&Wang, Fei-Yue.(2023).Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,14.
MLA	Xue, Xiao,et al."Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2023):14.