Ulrich Bodenhofer, Martin Burger, Josef Haslinger,
"Data-Driven Construction of Sugeno Controllers: Analytical Aspects and New Numerical Methods"
: Proc. Joint 9th IFSA World Congress and 20th NAFIPS Int. Conf., Seite(n) 239-244, 7-2001, ISBN: 0-7803-7079-1
Original Titel:
Data-Driven Construction of Sugeno Controllers: Analytical Aspects and New Numerical Methods
Sprache des Titels:
Englisch
Original Buchtitel:
Proc. Joint 9th IFSA World Congress and 20th NAFIPS Int. Conf.
Original Kurzfassung:
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.
Forschungs-