Abstract
Traditional model-based control is several hundred years old and has well developed mathematical tools. Despite all these successes, the dissatisfaction with conventional control is growing with increasing complexity of dynamical systems and necessitates the use of more human expertise and knowledge. Intelligent control is a new paradigm that incorporates human knowledge as an important element in control systems design. This chapter introduces the different tools and areas of intelligent control, which is in fact interdisciplinary. Intelligent control combines theories and methods from other disciplines including artificial intelligence, modern adaptive control, learning theory, fuzzy logic and neural networks.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Acar L, Ozguner U (1990) Design of knowledge-rich hierarchical controllers for large functional systems. IEEE Trans Syst Man Cybern 20(4):791–803
Albus JS (1981) Brains, behavior, and robotics. Peterborough, McGraw-Hill/NH, BYTE
Albus JS (1991) Outline for a theory of intelligence. IEEE Trans Syst Man Cybern 21(3):473–509
Antsaklis PJ, Passino KM (1995) Introduction to intelligent control systems with high degrees of autonomy, in intelligent control. Kluwer Academic Publishers, edt
Bissell CC (2009) A history of automatic control, Chap. 4.In: Springer Handbook of Automation, Edt. S. Y. Nof, Springer, Berlin
Fu KS (1971) Learning control systems and intelligent control systems: an intersection of artificial intelligence and automatic control. IEEE Trans Autom Control 6:70–72
Grossberg S (1982) Studies of the mind and brain. Reidel Press, Drodrecht, Holland
Harris CJ, Moore CG, and Brown M (1993) Intelligent control: Aspects of fuzzy logic and neural nets, World Scientific (World Scientific series vol. 6), Singapore, NJ, London, Hong Kong
Harris CJ (1994) Introduction to intelligent control in ‘Advances in intelligent control’, Edt. CJ Harris, Taylor and Francis
Hebb DO (1949) The organisation of behaviour. John Wiley, New York
Hill DR (1979) The book of ingenious devices, Translated from Kitab al-Hiyal by Banu Musa bin Shakir (d. 873), D. Reidel Publishing Company, Dordrecht, Boston, London
Hopfield JJ (1982) Neural networks and physical systems with emergent computational abilities. Proc Natl Acad Sci 79:2554–2558
Holland JH (1975) Adaptation in natural and artificial systems. University Michigan Press, Ann Arbor
Mamdani EH, Assilian S (1974) Application of fuzzy algorithms for control of simple dynamic plant. Proc IEE 121:1585–1588
Mayer O (1970) The origins of feedback control. The MIT Press, Cambridge
Meystel A (1985) Intelligent control: issues and perspectives. In: Proceedings of IEEE workshop on intelligent control, pp 1–15
Ozguner U (1989) Decentralized and distributed control approaches and algorithms. In: Proceedings of the 28th IEEE conference on decision and control, Tampa, FL, pp 1289–1295
Rumelhart DE, Hilton GE, Williams RJ (1986) Learning representations by back-propagating errors. Nature 323:533–536
Saridis GN (1985) Foundations of the theory of intelligent controls. Proceedings of IEEE workshop on intelligent control, pp 23–28
Saridis GN (1987) Knowledge implementation: structure of intelligent control systems. Proceedings of IEEE international symposium on intelligent control, pp 9–17
Takagi T, Sugeno M (1985) Fuzzy identification of systems and its application to modeling and control. IEEE Trans Syst Man Cybern 15:116–132
Widrow B (1987) “ADALINE and MADALINE—1963”, Plenary speech. In: Proceedings of 1st IEEE international conference on neural networks, San Diego, CA, pp 143–158
Zadeh LA (1965) Fuzzy sets. Inf Control 8:338–353
Zadeh LA (1968) Fuzzy algorithms. Inf Control 12:94–102
Zadeh LA (1973) Outline of a new approach to the analysis of complex systems and decision process. IEEE Trans Syst Man Cybern 3:28–44
Zilouchian A, Jamshidi Mo (2001) Intelligent control using soft computing methodologies, edt. A. Zilouchian and Mo Jamshidi CRC Press, London
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Siddique, N. (2014). Introduction. In: Intelligent Control. Studies in Computational Intelligence, vol 517. Springer, Cham. https://doi.org/10.1007/978-3-319-02135-5_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-02135-5_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-02134-8
Online ISBN: 978-3-319-02135-5
eBook Packages: EngineeringEngineering (R0)