Automatica (Journal of IFAC)
A system and control theoretic perspective on artificial intelligence planning systems
Applied Artificial Intelligence
Automatica (Journal of IFAC)
Performance monitoring in expert control systems
Automatica (Journal of IFAC) - Identification and systems parameter estimation
An architecture for expert system based feedback control
Automatica (Journal of IFAC) - Identification and systems parameter estimation
Neural networks for control systems: a survey
Automatica (Journal of IFAC)
An introduction to intelligent and autonomous control
An introduction to intelligent and autonomous control
Intelligent Systems: Architecture, Design, and Control
Intelligent Systems: Architecture, Design, and Control
An Innovative Tutorial on Large Complex Systems
Artificial Intelligence Review
Structuring of Large-scale Complex Hybrid Systems: from Illustrative Analysis toward Modelization
Journal of Intelligent and Robotic Systems
Multi-Agent Autonomic Architecture and Its Application in E- Medicine
IAT '03 Proceedings of the IEEE/WIC International Conference on Intelligent Agent Technology
New approach to intelligent control systems with self-exploring process
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Robot action planning via explanation-based learning
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Formalized analysis of structural characteristics of large complex systems
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Intelligent agent based framework for manufacturing systems control
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A symbol-based intelligent control system with self-exploration process
Engineering Applications of Artificial Intelligence
Towards autonomic computing systems
Engineering Applications of Artificial Intelligence
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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.