Structuring of Large-scale Complex Hybrid Systems: from Illustrative Analysis toward Modelization
Journal of Intelligent and Robotic Systems
Formalized analysis of structural characteristics of large complex systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Some Reflections on Intelligent Control
Artificial Intelligence Review
Towards autonomic computing systems
Engineering Applications of Artificial Intelligence
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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.