Some reflections on intelligent control

    Research output: Contribution to journalArticle

    Abstract

    Artificial intelligence and knowledge-based systems have been applied to control systems to address the increasingly complex problems but controversy and confusions have remained unsettled. This paper takes a problem-dependent view, which is advantageous over a model-dependent one, and presents a systematic study on the various works under the term intelligent control, and particularly their profound implications. For a consensus of discussions, first of all, concepts of systems and control are generalized and rationalized to be applicable to unconventional types of control systems. Then, three distinctive types of problems are characterized, i.e., novel schemes of continuous-variable real-time (CVRT) control and its parametric adaptation, non- CVRT control, and hierarchical control architectures of large complex systems.

    Original languageEnglish
    JournalArtificial Intelligence Review
    Publication statusPublished - 1 Mar 2005

    Fingerprint

    Intelligent control
    Real time control
    Control systems
    Knowledge based systems
    Artificial intelligence
    Large scale systems
    control system
    knowledge-based system
    artificial intelligence
    time

    Keywords

    • knowledge-based system
    • artificial intelligence
    • holonic multi-agent system
    • large complex system
    • hierarchical control

    Cite this

    @article{b9417707a95142a7b512997c4d4f16e5,
    title = "Some reflections on intelligent control",
    abstract = "Artificial intelligence and knowledge-based systems have been applied to control systems to address the increasingly complex problems but controversy and confusions have remained unsettled. This paper takes a problem-dependent view, which is advantageous over a model-dependent one, and presents a systematic study on the various works under the term intelligent control, and particularly their profound implications. For a consensus of discussions, first of all, concepts of systems and control are generalized and rationalized to be applicable to unconventional types of control systems. Then, three distinctive types of problems are characterized, i.e., novel schemes of continuous-variable real-time (CVRT) control and its parametric adaptation, non- CVRT control, and hierarchical control architectures of large complex systems.",
    keywords = "knowledge-based system, artificial intelligence, holonic multi-agent system, large complex system, hierarchical control",
    author = "Huaglory Tianfield",
    note = "Originally published in: Artificial Intelligence Review (2005), 23 (1), pp.57-91.",
    year = "2005",
    month = "3",
    day = "1",
    language = "English",
    journal = "Artificial Intelligence Review",
    issn = "0269-2821",
    publisher = "Springer Netherlands",

    }

    Some reflections on intelligent control. / Tianfield, Huaglory.

    In: Artificial Intelligence Review, 01.03.2005.

    Research output: Contribution to journalArticle

    TY - JOUR

    T1 - Some reflections on intelligent control

    AU - Tianfield, Huaglory

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

    PY - 2005/3/1

    Y1 - 2005/3/1

    N2 - Artificial intelligence and knowledge-based systems have been applied to control systems to address the increasingly complex problems but controversy and confusions have remained unsettled. This paper takes a problem-dependent view, which is advantageous over a model-dependent one, and presents a systematic study on the various works under the term intelligent control, and particularly their profound implications. For a consensus of discussions, first of all, concepts of systems and control are generalized and rationalized to be applicable to unconventional types of control systems. Then, three distinctive types of problems are characterized, i.e., novel schemes of continuous-variable real-time (CVRT) control and its parametric adaptation, non- CVRT control, and hierarchical control architectures of large complex systems.

    AB - Artificial intelligence and knowledge-based systems have been applied to control systems to address the increasingly complex problems but controversy and confusions have remained unsettled. This paper takes a problem-dependent view, which is advantageous over a model-dependent one, and presents a systematic study on the various works under the term intelligent control, and particularly their profound implications. For a consensus of discussions, first of all, concepts of systems and control are generalized and rationalized to be applicable to unconventional types of control systems. Then, three distinctive types of problems are characterized, i.e., novel schemes of continuous-variable real-time (CVRT) control and its parametric adaptation, non- CVRT control, and hierarchical control architectures of large complex systems.

    KW - knowledge-based system

    KW - artificial intelligence

    KW - holonic multi-agent system

    KW - large complex system

    KW - hierarchical control

    M3 - Article

    JO - Artificial Intelligence Review

    JF - Artificial Intelligence Review

    SN - 0269-2821

    ER -