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

文献类型：期刊论文

作者Xue, Xiao5; Shen, Yifan5; Yu, Xiangning5; Zhou, De-Yu4; Wang, Xiao3; Wang, Gang2; Wang, Fei-Yue1
刊名IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
出版日期2023-10-24
页码14
ISSN号2168-2216
关键词Cloud manufacturing service ecosystem (CMSE) computational experiments cyber-physical-social systems (CPSSs) experiment analysis experiment design
DOI10.1109/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.
WOS关键词CPS ; INTELLIGENCE ; EMERGENCE
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
源URL[http://ir.ia.ac.cn/handle/173211/54376]  
专题多模态人工智能系统全国重点实验室
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.

入库方式： OAI收割

来源：自动化研究所

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