CASIA OpenIR  > 多模态人工智能系统全国重点实验室
Computational Experiments: A New Analysis Method for Cyber-Physical-Social Systems
Xue, Xiao1; Shen, Yifan1; Yu, Xiangning1; Zhou, De-Yu2; Wang, Xiao3; Wang, Gang4; Wang, Fei-Yue5
Source PublicationIEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
ISSN2168-2216
2023-10-24
Pages14
Corresponding AuthorXue, Xiao(jzxuexiao@tju.edu.cn)
AbstractGiven 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.
KeywordCloud manufacturing service ecosystem (CMSE) computational experiments cyber-physical-social systems (CPSSs) experiment analysis experiment design
DOI10.1109/TSMC.2023.3322402
WOS KeywordCPS ; INTELLIGENCE ; EMERGENCE
Indexed BySCI
Language英语
Funding ProjectNational 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]
Funding OrganizationNational 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
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Cybernetics
WOS IDWOS:001092411200001
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/54377
Collection多模态人工智能系统全国重点实验室
多模态人工智能系统全国重点实验室_平行智能技术与系统团队
Corresponding AuthorXue, Xiao
Affiliation1.Tianjin Univ, Coll Intelligence & Comp, Tianjin 300072, Peoples R China
2.Shandong Univ, Sch Softwar, Jinan 250100, Peoples R China
3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100080, Peoples R China
4.Shanxi Univ Finance & Econ, Sch Informat, Taiyuan 710100, Peoples R China
5.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
Recommended Citation
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.
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