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Volume 9 Issue 11
Nov.  2022

IEEE/CAA Journal of Automatica Sinica

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Fei-Yue Wang, "The DAO to MetaControl for MetaSystems in Metaverses: The System of Parallel Control Systems for Knowledge Automation and Control Intelligence in CPSS," IEEE/CAA J. Autom. Sinica, vol. 9, no. 11, pp. 1899-1908, Nov. 2022. doi: 10.1109/JAS.2022.106022
Citation: Fei-Yue Wang, "The DAO to MetaControl for MetaSystems in Metaverses: The System of Parallel Control Systems for Knowledge Automation and Control Intelligence in CPSS," IEEE/CAA J. Autom. Sinica, vol. 9, no. 11, pp. 1899-1908, Nov. 2022. doi: 10.1109/JAS.2022.106022

The DAO to MetaControl for MetaSystems in Metaverses: The System of Parallel Control Systems for Knowledge Automation and Control Intelligence in CPSS

doi: 10.1109/JAS.2022.106022
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  • An investigation and outline of MetaControl and DeControl in Metaverses for control intelligence and knowledge automation are presented. Prescriptive control with prescriptive knowledge and parallel philosophy is proposed as the starting point for the new control philosophy and technology, especially for computational control of metasystems in cyber-physical-social systems. We argue that circular causality, the generalized feedback mechanism for complex and purposive systems, should be adapted as the fundamental principle for control and management of metasystems with metacomplexity in metaverses. Particularly, an interdisciplinary approach is suggested for MetaControl and DeControl as a new form of intelligent control based on five control metaverses: MetaVerses, MultiVerses, InterVerses, TransVerse, and DeepVerses.

     

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  • [1]
    A. Rosenblueth, N. Wiener, and J. Bigelow, "Behavior, purpose and teleology, " Philosophy of Science, vol. 10, no. 1, pp. 18–24, 1943. doi: 10.1086/286788
    [2]
    N. Wiener, Cybernetics or control and communication in the animal and the machine. Technology Press, 1948.
    [3]
    M. B. Marcus, "Dark hero of the information age: In search of Norbert Wiener, the father of cybernetics, " 2006.
    [4]
    W. S. McCulloch and W. Pitts, "A logical calculus of the ideas immanent in nervous activity, " The Bulletin of Mathematical Biophysics, vol. 5, no. 4, pp. 115–133, 1943. doi: 10.1007/BF02478259
    [5]
    J. Von Neumann, "First draft of a report on the EDVAC, " IEEE Annals of the History of Computing, vol. 15, no. 4, pp. 27–75, 1993. doi: 10.1109/85.238389
    [6]
    N. Wiener, "The extrapolation, interpolation, and smoothing of stationary time series with engineering applications, " US Office of Scientific Research and Development, College Park, Maryland, Tech. Rep., 1942.
    [7]
    C. E. Shannon, "A mathematical theory of cryptography, " Mathematical Theory of Cryptography, 1945.
    [8]
    C. E. Shannon, "A mathematical theory of communication, " The Bell System Technical Journal, vol. 27, no. 3, pp. 379–423, 1948. doi: 10.1002/j.1538-7305.1948.tb01338.x
    [9]
    C. E. Shannon, "Communication theory of secrecy systems, " The Bell System Technical Journal, vol. 28, no. 4, pp. 656–715, 1949. doi: 10.1002/j.1538-7305.1949.tb00928.x
    [10]
    C. E. Shannon and W. Weaver, The mathematical theory of communication. University of Illinois Press, 1949.
    [11]
    N. Wiener, Extrapolation, interpolation, and smoothing of stationary time series: With engineering applications. MIT Press, 1949.
    [12]
    J. F. Coales and S. J. Kahne, "The "yellow peril" and after, " IEEE Control Systems Magazine, vol. 34, no. 1, pp. 65–69, 2014. doi: 10.1109/MCS.2013.2287387
    [13]
    V. Bush, "As we may think, " The Atlantic Monthly, vol. 176, no. 1, pp. 101–108, 1945.
    [14]
    H. S. Tsien (X. Qian), Engineering cybernetics. McGraw-Hill, 1954.
    [15]
    Y. -W. Lee, Statistical communication theory. John Wiley, New York, 1960.
    [16]
    D. F. Kocian, "A visually-coupled airborne systems simulator (VCASS)- an approach to visual simulation, " Aerospace Medical Research Lab, Wright-Patterson AFB, Ohio, Tech. Rep., 1977.
    [17]
    T. Berners-Lee, "Information management: A proposal, " Tech. Rep., 1989. [Online]. Available: https://www.w3.org/History/1989/proposal. html
    [18]
    D. Gelernter, Mirror Worlds: Or the day software puts the universe in a shoebox. . . How it will happen and what it will mean. Oxford University Press, 1991.
    [19]
    F. -Y. Wang, "Parallel intelligence: Belief and prescription for edge emergence and cloud convergence in CPSS, " IEEE Transactions on Computational Social Systems, vol. 7, no. 5, pp. 1105–1110, 2020. doi: 10.1109/TCSS.2020.3029855
    [20]
    F. -Y. Wang, "Parallel intelligence in metaverses: Welcome to Hanoi!" IEEE Intelligent Systems, vol. 37, no. 1, pp. 16–20, 2022. doi: 10.1109/MIS.2022.3154541
    [21]
    F. -Y. Wang, "Parallel philosophy and intelligent science: From Leibniz's monad to blockchain's DAO, " Pattern Recognition and Artificial Intelligence, vol. 33, no. 12, pp. 1055–1065, 2020.
    [22]
    F. -Y. Wang, "Parallel philosophy: Origin and goal of intelligent industries and smart economics, " Bulletin of Chinese Academy of Sciences, vol. 36, no. 3, pp. 308–318, 2021.
    [23]
    F. -Y. Wang, "Parallel philosophy and intelligent technology: Dual equations and testing systems for parallel industries and smart societies, " Chinese Journal of Intelligent Science and Technology, vol. 3, no. 3, pp. 245–255, 2021.
    [24]
    F. -Y. Wang, "The emergence of intelligent enterprises: From CPS to CPSS, " IEEE Intelligent Systems, vol. 25, no. 4, pp. 85–88, 2010. doi: 10.1109/MIS.2010.104
    [25]
    S. Hamburg et al., "Call to join the decentralized science movement, " Nature, vol. 600, no. 7888, pp. 221–221, 2021.
    [26]
    X. Huang and J. Dong, "Learning-based switched reliable control of Cyber-Physical Systems with intermittent communication faults, " IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 3, pp. 711–724, 2020. doi: 10.1109/JAS.2020.1003141
    [27]
    F. -Y. Wang, W. Ding, X. Wang, J. Garibaldi, S. Teng, R. Imre, and C. Olaverri-Monreal, "The DAO to DeSci: AI for free, fair, and responsibility sensitive sciences, " IEEE Intelligent Systems, vol. 37, no. 2, pp. 16–22, 2022. doi: 10.1109/MIS.2022.3167070
    [28]
    F. -Y. Wang, "CAST Lab: A cyber-social-physical approach for traffic control and transportation management, " Intelligent Control and Systems Engineering Center in Chinese Academy of Sciences, Tech. Rep., 1999. [Online]. Available: http://www.sklmccs.ia.ac.cn/1999reports.html
    [29]
    F. -Y. Wang, "Parallel system methods for management and control of complex systems, " Control and Decision, vol. 19, no. 5, pp. 485–489, 2004. doi: 10.3321/j.issn:1001-0920.2004.05.002
    [30]
    F. -Y. Wang, "Artificial societies, computational experiments and parallel systems: A discussion on computational theory of complex socialeconomic systems, " Complex Systems and Complexity Science, vol. 1, no. 4, pp. 25–35, 2004. doi: 10.3969/j.issn.1672-3813.2004.04.002
    [31]
    F. -Y. Wang, "The DAO to DeEco and DeSoc with DeSci in Metaverses: CPSS-Based Parallel Economics with Parallel Intelligence, " Journal Intelligent Science and Technology, vol. 1, no. 1, pp. 3–13, 2021.
    [32]
    M. M. Hassan, G. Fortino, L. T. Yang, H. Jiang, K. -K. R. Choo, J. J. Zhang, and F. -Y. Wang, "Guest editorial for special issue on blockchain for Internet-of-Things and Cyber-Physical Systems, " IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 12, pp. 1867–1867, 2021. doi: 10.1109/JAS.2021.1004219
    [33]
    B. B. Gupta, K. -C. Li, V. C. Leung, K. E. Psannis, S. Yamaguchi et al., "Blockchain-assisted secure fine-grained searchable encryption for a cloud-based healthcare cyber-physical system, " IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 12, pp. 1877–1890, 2021. doi: 10.1109/JAS.2021.1004003
    [34]
    F. -Y. Wang, J. Zhu, R. Qin, X. Wang, and B. Hu, "Federated control: Toward information security and rights protection, " IEEE Transactions on Computational Social Systems, vol. 8, no. 4, pp. 793–798, 2021. doi: 10.1109/TCSS.2021.3094655
    [35]
    J. Li, G. Wang, X. Wang, J. Li, Y. Yuan, and F. -Y. Wang, "Crypto management: A novel organizational management model based on blockchain, " Chinese Journal of Intelligent Science and Technology, vol. 4, no. 2, pp. 145–156.
    [36]
    F. -Y. Wang, "Parallel control and digital twins: Control theory revisited and reshaped, " Chinese Journal of Intelligent Science and Technology, vol. 2, no. 3, pp. 293–300, 2020.
    [37]
    Q. Wei, H. Li, and F. -Y. Wang, "Parallel control for continuous-time linear systems: A case study, " IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 4, pp. 919–928, 2020. doi: 10.1109/JAS.2020.1003216
    [38]
    J. Lu, Q. Wei, and F. -Y. Wang, "Parallel control for optimal tracking via adaptive dynamic programming, " IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 6, pp. 1662–1674, 2020. doi: 10.1109/JAS.2020.1003426
    [39]
    Q. Wei, F. -Y. Wang, D. Liu, and X. Yang, "Finite-approximation-errorbased discrete-time iterative adaptive dynamic programming, " IEEE Transactions on Cybernetics, vol. 44, no. 12, pp. 2820–2833, 2014. doi: 10.1109/TCYB.2014.2354377
    [40]
    J. Lu, Q. Wei, Y. Liu, T. Zhou, and F. -Y. Wang, "Event-triggered optimal parallel tracking control for discrete-time nonlinear systems, " IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021.
    [41]
    F. -Y. Wang, "A framework for social signal processing and analysis: From social sensing networks to computational dialectical analytics, " Science China, vol. 43, no. 12, pp. 1598–1611, 2013.
    [42]
    F. -Y. Wang, "Parallel management: The DAO to smart ecological technology for complexity management intelligence, " Acta Automatica Sinica, vol. 48, no. 11, pp. 2655–2665, 2022.
    [43]
    F. -Y. Wang and G. N. Saridis, "A coordination theory for intelligent machines, " Automatica, vol. 26, no. 5, pp. 833–844, 1990. doi: 10.1016/0005-1098(90)90001-X
    [44]
    M. Tegmark, "Parallel universes, " Scientific American, vol. 288, no. 5, pp. 40–51, 2003. doi: 10.1038/scientificamerican0503-40
    [45]
    F. -Y. Wang, "Formulation of parallel discrete event dynamical systems: Equations and applications, " QAⅡ, Tech. Rep., 2020.
    [46]
    Y. Tian, Y. Wang, J. Wang, X. Wang, and F. -Y. Wang, "Key problems and progress of vision transformers: The state of the art and prospects, " Acta Automatica Sinica, vol. 48, no. 4, pp. 957–979, 2022.
    [47]
    Y. Tian, J. Wang, Y. Wang, C. Zhao, F. Yao, and X. Wang, "Federated vehicular transformers and their federations: Privacypreserving computing and cooperation for autonomous driving, " IEEE Transactions on Intelligent Vehicles, 2022.
    [48]
    F. -Y. Wang, Y. Wang, Y. Chen, Y. Tian, H. Qi, X. Wang, W. Zhang, J. Zhang, and Y. Yuan, "Federated ecology: From federated data to federated intelligence, " Chinese Journal of Intelligent Science and Technology, vol. 2, no. 4, pp. 305–311, 2020.
    [49]
    C. Zhao, Y. Lv, J. Jin, Y. Tian, J. Wang, and F. -Y. Wang, "DeCAST in TransVerse for parallel ITS and smart cities: Three decades and beyond, " IEEE Intelligent Transportation Systems Magazine, 2022.
    [50]
    Y. Zhao, H. Gao, S. Wang, and F. -Y. Wang, "A novel approach for traffic signal control: A recommendation perspective, " IEEE Intelligent Transportation Systems Magazine, vol. 9, no. 3, pp. 127–135, 2017. doi: 10.1109/MITS.2017.2709779
    [51]
    J. Jin, D. Rong, Y. Pang, F. Zhu, H. Guo, X. Ma, and F. -Y. Wang, "PRECOM: A parallel recommendation engine for control, operations, and management on congested urban traffic networks, " IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 7332–7342, 2022. doi: 10.1109/TITS.2021.3068874
    [52]
    F. -Y. Wang, "The DAO to federated intelligence and decentralized autonomous federation of intelligent systems (DeFiS): From cognitive intelligence to ecological smartness, " International Journal of Intelligent Control and Systems, vol. 1, no. 4, pp. 1–5, 2021.
    [53]
    W. Ding, S. Wang, J. Li, Y. Yuan, L. Ouyang, and F. -Y. Wang, "Decentralized autonomous organizations: The state of the art analysis framework and future trends, " Chinese Journal of Intelligent Science and Technology, vol. 1, no. 2, pp. 202–213, 2019.
    [54]
    S. Wang, W. Ding, J. Li, Y. Yuan, L. Ouyang, and F. -Y. Wang, "Decentralized autonomous organizations: Concept, model, and applications, " IEEE Transactions on Computational Social Systems, vol. 6, no. 5, pp. 870–878, 2019.
    [55]
    F. -Y. Wang, "Intelligent control in 50 years: From K. S. Fu's vision to G. N. Saridis' inspiration. " Acta Automatica Sinica, vol. 47, no. 10, pp. 2301–2320, 2021.
    [56]
    F. -Y. Wang, "The engineering of intelligence: DAO to I&I, C&C, and V&V for intelligent systems, " International Journal of Intelligent Control and Systems, vol. 1, no. 3, pp. 1–5, 2021.
    [57]
    X. Li, P. Ye, Z. Liu, L. Cao, and F. -Y. Wang, "From features engineering to scenarios engineering for trustworthy AI: I&I, C&C, and V&V, " IEEE Intelligent Systems, vol. 37, no. 4, pp. 18–26, 2022.
    [58]
    D. Zhang, G. Feng, Y. Shi, and D. Srinivasan, "Physical safety and cyber security analysis of multi-agent systems: A survey of recent advances, " IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 2, pp. 319–333, 2021. doi: 10.1109/JAS.2021.1003820
    [59]
    F. -Y. Wang, "Metavehicles in the metaverse: Moving to a new phase for intelligent vehicles and smart mobility, " IEEE Transactions on Intelligent Vehicles, vol. 7, no. 1, pp. 1–5, 2022.
    [60]
    G. Franzè, D. Famularo, W. Lucia, and F. Tedesco, "A resilient control strategy for Cyber-Physical Systems subject to denial of service attacks: A leader-follower set-theoretic approach, " IEEE/CAA Journal of Automatica Sinica, vol. 7, no. 5, pp. 1204–1214, 2020. doi: 10.1109/JAS.2020.1003189
    [61]
    D. Cao, X. Wang, L. Li, C. Lv, X. Na, Y. Xing, X. Li, Y. Li, Y. Chen, and F. -Y. Wang, "Future directions of intelligent vehicles: Potentials, possibilities, and perspectives, " IEEE Transactions on Intelligent Vehicles, vol. 7, no. 1, pp. 7–10, 2022.

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