Study of learning fuzzy controllers

Expert Systems

Volumn 18, Issue 4, 2001, Pages 186-193

  Kazemian, Hassan B ^a  

^a LONDON METROPOLITAN UNIVERSITY   (United Kingdom)

Author keywords

Hybrid self organizing fuzzy PID controller; Robot arm; Self organizing fuzzy controller

Indexed keywords

EID: 0000492077     PISSN: 02664720     EISSN: None     Source Type: Journal    
DOI: 10.1111/1468-0394.00173     Document Type: Article

References (29)

1. DAHLIN, E.B. (1970) Designing and tuning digital controllers, Instrumentation Technology, 41, 77-83.
2. DORF, R.C. and R.H. BISHOP (1995) Modern Control Systems, 7th edn, Reading, MA: Addison-Wesley.
3. FRANKLIN, G.F. and J.D. POWELL (1990) Digital Control of Dynamic Systems, Reading, MA: Addison Wesley.
4. GOLOB, M. (1999) Decomposition of a fuzzy controller based on the inference break-up method, International Journal of Intelligent Data Analysis, 3 (2), 127-137.
5. HU, B., G.K.I. MANN and R.G. GOSINE (1999) New methodology for analytical and optimal design of fuzzy PID controllers, IEEE Transactions on Fuzzy Systems, 7 (5), 521-539.
6. KAZEMIAN, H.B. (1998a) Study of MIMO learning fuzzy controllers for dynamic system applications, PhD thesis, Queen Mary and Westfield College, University of London.
7. KAZEMIAN, H.B. (1998b) The self organising fuzzy PID controller, in Proceedings of the IEEE World Congress on Computational Intelligence WCCI '98, Alaska, New York: IEEE, 319-324.
8. KAZEMIAN, H.B. (2000) Comparative study of a self-organising fuzzy controller and a self-tuning controller, in 4th World Multi-conference on Systemics, Cybernetics and Informatics SCI 2000, and 6th International Conference on Information Systems, Analysis and Synthesis ISAS 2000, Vol. 3, pp. 630-634.
9. KAZEMIAN, H.B. and E.M. SCHARF (1996) An application of multi-input multi-output self organising fuzzy controller for a robot-arm, Neural Network World, 6 (4), 631-641.
10. LI, W. (1998) Design of a hybrid fuzzy logic proportional plus conventional integral-derivative controller, IEEE Transactions on Fuzzy Systems, 6 (4), 449-463.
11. LINKENS, D.A. and M.F. ABBOD (1993) Anaesthesia simulators for the design of supervisory rule-based control in the operating theatre, IEE Computing and Control Engineering Journal, 55-62.
12. LINKENS, D.A. and M. MAHFOUF (1988) Fuzzy logic knowledge based control for muscle relaxant anaesthesia, IFAC Modelling and Control in Medicine, Italy, 185-190.
13. MALKI, H.A., D. MISIR, D. FEIGENSPAN and G. CHEN (1997) Fuzzy PID control of a flexible-joint robot-arm with uncertainties from time-varying loads, Transactions on Control Systems Technology, 5 (3), 371-378.
14. MAMDANI, E.H. (1976) Advances in the linguistic synthesis of fuzzy controllers, International Journal of Man-Machine Studies, 8, 669-678.
15. MOUDGAL, V.G., W.A. KWONG, K.M. PASSINO and S. YURKOVICH (1995) Fuzzy learning control for a flexible-link robot, IEEE Transactions on Fuzzy Systems, 3 (2), 199-210.
16. MUDI, R.K. and N.R. PAL (1999) A robust self-tuning scheme for PI- and PD-type fuzzy controllers, IEEE Transactions on Fuzzy Systems, 7 (1), 2-16.
17. PARK, Y.M., U. MOON and K.Y. LEE (1995) A self-organising fuzzy logic controller for dynamic systems using a fuzzy autoregressive moving average model, IEEE Transactions on Fuzzy Systems, 3 (1), 75-82.
18. PASSINO, K.M. (1995) Intelligent control for autonomous systems, IEEE Spectrum, June, 55-62.
19. PEDRYCZ, W. (1993) Fuzzy Control and Fuzzy Systems, 2nd edn, Taunton, Somerset: Research Studies Press.
20. POLKINGHORNE, M.N., G.N. ROBERTS and R.S. BURNS (1997) Intelligent ship control with online learning ability, IEE Computing and Control Engineering Journal, 196-200.
21. PROCYK, T.J. and E.H. MAMDANI (1979) A linguistic self-organising process controller, Automatica, 15, 15-30.
22. SWARTZ, N.M. (1982) Arm dynamics simulation, Vision Laboratory, The Robotics Institute, Carnegie-Mellon University.
23. TZAFESTAS, S.G. and N.P. PAPANIKOLOPOULOS (1990) Incremental fuzzy expert PID control, IEEE Transactions on Industrial Electronics, 37 (5), 365-371.
24. WEE, G. and K.S. FU (1969) A formulation of fuzzy automata and its application as a model of learning systems. IEEE Transactions on Systems, Science and Cybernetics, 5 (3), 215-223.
25. YAMAZAKI, T. (1982) An improved algorithm for a self-organising controller, PhD thesis, Queen Mary and Westfield College, University of London.
26. YEN, J., R. LANGARI and L.A. ZADEH (eds) (1995) Industrial Applications of Fuzzy Logic and Intelligent Systems, New York: IEEE Press.
27. YING, H. (2000) Fuzzy systems technology, a brief overview, IEEE Circuits and Systems Society, CAS Magazine, 28-37.
28. ZADEH, L.A. (1973) Outline of a new approach to the analysis of complex systems and decision processes, IEEE Transactions on Systems, Man and Cybernetics, 3 (1), 28-44.
29. ZADEH, L.A. (1996) Fuzzy logic = computing with words, IEEE Transactions on Fuzzy Systems, 4 (2), 103-111.