Neurofuzzy network model construction using Bézier-Bernstein polynomial functions

IEE Proceedings: Control Theory and Applications

Volumn 147, Issue 3, 2000, Pages 337-343

  Harris, C J ^a   Hong, X ^a  

^a UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL GEOMETRY; INTERPOLATION; MATHEMATICAL MODELS; NEURAL NETWORKS; POLYNOMIALS;

BEZIER-BERNSTEIN POLYNOMIAL FUNCTIONS; DELAUNAY INPUT SPACE PARTITIONING; NEUROFUZZY NETWORKS;

FUZZY CONTROL;

EID: 0033722255     PISSN: 13502379     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1049/ip-cta:20000394     Document Type: Article

References (16)

1. BROWN, M., and HARRIS, C.J.: 'Neurofuzzy adaptive modelling and control' (Prentice Hall, Hemel Hempstead, 1994)
2. WANG, L.X.: 'Adaptive fuzzy systems and control: design and stability analysis' (Prentice Hall, NJ, 1994)
3. JANG, J.S.R., SUN, C.T., and MIZUTANI, E.: 'Neuromzzy and softcomputing' (Prentice Hall, NJ, 1997)
4. HARRIS, C.J., BROWN, M., BOSSLEY, K.M., MILLS, D.J., and FENG, M.: 'Advances in neurofuzzy algorithms for real time modelling and Control', J. Eng. Appl., 1996, 9, (1), pp. 1-16
5. WU, Z.Q., and HARRIS, C.J.: 'A neurofuzzy network structure for modelling and state estimation for unknown nonlinear systems', Int. J. Syst. Sci., 1997, 28, (4), pp. 335-345
6. HONG, X., HARRIS, C.J., and WILSON, P.A.: 'Neurofuzzy network state space identification algorithms using prefiltering for non-linear Kalman filtering', IEE Proc. Control Theory Appl., 1998, 146, pp. 234-240
7. DOYLE, R.S., and HARRIS, C.J.: 'Multi-sensor data fusion for helicopter guidance using neurofuzzy estimation algorithms', R. Aeronaut. Soc. J., 1996, 102, pp. 241-251
8. BOSSLEY, K.M.: 'Neurofuzzy modelling approaches in system identification'. Ph.D thesis, 1997, University of Southampton, Dept of Electronics and Computer Science
9. WU, Z.Q., and HARRIS, C.J.: University of Southampton, Dept of Electronics and Computer Science A mixture expert network for piecewise linear modelling. Technical Report, 1998
10. HARRIS, C.J., HONG, X., and FENG, M.: 'Optimal piecewise locally linear modelling'. SPIE Aero Sense'99, Applications and Science of Computational Intelligence II, April 1999, Orlando, USA, pp. 486-493
11. BROWN, M., and ULLRICH, T.: 'Comparison of node insertion algorithms for Delaunay networks'. IMACS 2nd Mathmod, 1997, Vienna, Austria, pp. 775-780
12. FARIN, G.: 'Curves and surfaces for computer-aided geometric design: a practical guide' (Academic Press, Boston, 1993)
13. GOODWIN, G.C., and SIN, K.S.: 'Adaptive filtering prediction and control, Information and System Science Series' (Prentice Hall, Englewood Cliffs, NJ, 1984)
14. HONG, X., HARRIS, C.J., and WILSON, P.A.: 'Autonomous ship collision free trajectory navigation and control algorithms'. 7th IEEE International conference on Emerging Technology and Factory Automation, ETFA'99, Oct 1999, Barcelona, Spain, pp. 923-929
15. STOER, J., and WITZGALL, C.: 'Convexity and optimization in finite dimensions 1' (Springer-Verlag, 1970)
16. CHEN, S., and BILLINGS, S.A.: 'Recursive hybrid algorithm for non-linear system identification using radial basis function networks', Int. J. Control, 1992, 55, (5), pp. 1051-1070