An innovative tutorial on large complex systems

Huaglory Tianfield

An innovative tutorial on large complex systems

Research output: Contribution to journal › Article

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 language	English
Journal	Artificial Intelligence Review
Publication status	Published - 1 Apr 2002

Keywords

nested system
perception-decision link
macrostructural modelization
large complex system

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Tianfield, H. (2002). An innovative tutorial on large complex systems. Artificial Intelligence Review. http://researchonline.gcu.ac.uk/sec/36

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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 = apr,

day = "1",

language = "English",

journal = "Artificial Intelligence Review",

issn = "0269-2821",

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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 -