Data-driven construction of sugeno controllers: Analytical aspects and new numerical methods

J. Haslinger, U. Bodenhofer, M. Burger. Data-driven construction of sugeno controllers: Analytical aspects and new numerical methods. pages 239-244, 7, 2001.

Autoren
  • Josef Haslinger
  • Ulrich Bodenhofer
  • Martin Burger
BuchProc. Joint 9th IFSA World Congress and 20th NAFIPS Int. Conf. (IFSA-NAFIPS 2001)
TypIn Konferenzband
ISBN0-7803-7079-1
Monat7
Jahr2001
Seiten239-244
Abstract In this paper, the general problem of identifying the parameters describing Sugeno controllers from example data is addressed. It is shown that this approximation is ill-posed, which necessitates the use of regularization methods. Based upon this discovery, an efficient numerical algorithm for solving the general regularized approximation problem is proposed, followed by numerical examples with real-world data.