An innovative tutorial on large complex systems

    Research output: Contribution to journalArticle

    Abstract

    As an innovative tutorial, this paperconducts a comprehensive investigation into theconceptualism and methodology of large complexsystems (LCS). Firstly, in the conceptualism ofLCS, intrinsic attributes of LCS areidentified, a human/machine unifiedepistemology is proposed for LCS, a taxonomy ofLCS is developed, and the evolution of controlsynthesis from continuous-variate real-timecontrol systems to LCS is derived. Furthermore,in the methodology of LCS, the problem ofmacrostructural modelization of LCS isformulated, and a description based model isproposed and established for LCS. Finally, aunified framework based analysis is presentedon three typical examples of LCS to generallyillustrate the conceptualism and methodology ofLCS.

    Original languageEnglish
    JournalArtificial Intelligence Review
    Publication statusPublished - 1 Apr 2002

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    Taxonomies
    Large scale systems
    methodology
    taxonomy
    Tutorial
    Complex Systems
    Methodology
    Conceptualism

    Keywords

    • nested system
    • perception-decision link
    • macrostructural modelization
    • large complex system

    Cite this

    @article{32630cd617ac429eaf453f48e02437c8,
    title = "An innovative tutorial on large complex systems",
    abstract = "As an innovative tutorial, this paperconducts a comprehensive investigation into theconceptualism and methodology of large complexsystems (LCS). Firstly, in the conceptualism ofLCS, intrinsic attributes of LCS areidentified, a human/machine unifiedepistemology is proposed for LCS, a taxonomy ofLCS is developed, and the evolution of controlsynthesis from continuous-variate real-timecontrol systems to LCS is derived. Furthermore,in the methodology of LCS, the problem ofmacrostructural modelization of LCS isformulated, and a description based model isproposed and established for LCS. Finally, aunified framework based analysis is presentedon three typical examples of LCS to generallyillustrate the conceptualism and methodology ofLCS.",
    keywords = "nested system, perception-decision link, macrostructural modelization, large complex system",
    author = "Huaglory Tianfield",
    note = "Originally published in: Artificial Intelligence Review (2005), 23 (1), pp.57-91.",
    year = "2002",
    month = "4",
    day = "1",
    language = "English",
    journal = "Artificial Intelligence Review",
    issn = "0269-2821",
    publisher = "Springer Netherlands",

    }

    An innovative tutorial on large complex systems. / Tianfield, Huaglory.

    In: Artificial Intelligence Review, 01.04.2002.

    Research output: Contribution to journalArticle

    TY - JOUR

    T1 - An innovative tutorial on large complex systems

    AU - Tianfield, Huaglory

    N1 - Originally published in: Artificial Intelligence Review (2005), 23 (1), pp.57-91.

    PY - 2002/4/1

    Y1 - 2002/4/1

    N2 - As an innovative tutorial, this paperconducts a comprehensive investigation into theconceptualism and methodology of large complexsystems (LCS). Firstly, in the conceptualism ofLCS, intrinsic attributes of LCS areidentified, a human/machine unifiedepistemology is proposed for LCS, a taxonomy ofLCS is developed, and the evolution of controlsynthesis from continuous-variate real-timecontrol systems to LCS is derived. Furthermore,in the methodology of LCS, the problem ofmacrostructural modelization of LCS isformulated, and a description based model isproposed and established for LCS. Finally, aunified framework based analysis is presentedon three typical examples of LCS to generallyillustrate the conceptualism and methodology ofLCS.

    AB - As an innovative tutorial, this paperconducts a comprehensive investigation into theconceptualism and methodology of large complexsystems (LCS). Firstly, in the conceptualism ofLCS, intrinsic attributes of LCS areidentified, a human/machine unifiedepistemology is proposed for LCS, a taxonomy ofLCS is developed, and the evolution of controlsynthesis from continuous-variate real-timecontrol systems to LCS is derived. Furthermore,in the methodology of LCS, the problem ofmacrostructural modelization of LCS isformulated, and a description based model isproposed and established for LCS. Finally, aunified framework based analysis is presentedon three typical examples of LCS to generallyillustrate the conceptualism and methodology ofLCS.

    KW - nested system

    KW - perception-decision link

    KW - macrostructural modelization

    KW - large complex system

    M3 - Article

    JO - Artificial Intelligence Review

    JF - Artificial Intelligence Review

    SN - 0269-2821

    ER -