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

Josef Haslinger, Ulrich Bodenhofer, Martin Burger

Publikation: KonferenzbeitragPapierBegutachtung

8 Zitate (Scopus)

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.

OriginalspracheEnglisch
Seiten239-244
Seitenumfang6
PublikationsstatusVeröffentlicht - 2001
Extern publiziertJa
VeranstaltungJoint 9th IFSA World Congress and 20th NAFIPS International Conference - Vancouver, BC, Kanada
Dauer: 25 Juli 200128 Juli 2001

Konferenz

KonferenzJoint 9th IFSA World Congress and 20th NAFIPS International Conference
Land/GebietKanada
OrtVancouver, BC
Zeitraum25.07.200128.07.2001

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