Zur Hauptnavigation wechseln Zur Suche wechseln Zum Hauptinhalt wechseln

Sugeno controllers with a bounded number of rules are nowhere dense

Publikation: Beitrag in FachzeitschriftArtikelBegutachtung

Abstract

In literature various results can be found claiming theat fuzzy controllers are universal approximators. In terms of topology this means that fuzzy controllers as subsets of adequate function spaces are dense. In this paper the topological structure of fuzzy controllers composed of a bounded number of rules is investigated.It turns out that these sets are nowhere dense (a topological notion indicating that the sets are "almost discrete"). This means, that it is just the number of rules and, e.g., not the great variety of parameters of fuzzy controllers, why fuzzy controllers are universal approximators.
OriginalspracheEnglisch
Seiten (von - bis)269-277
Seitenumfang9
FachzeitschriftFuzzy Sets and Systems
Volume104
Ausgabenummer2
DOIs
PublikationsstatusVeröffentlicht - 01 Juni 1999

Wissenschaftszweige

  • 101 Mathematik
  • 101004 Biomathematik
  • 101027 Dynamische Systeme
  • 101013 Mathematische Logik
  • 101028 Mathematische Modellierung
  • 101014 Numerische Mathematik
  • 101020 Technische Mathematik
  • 101024 Wahrscheinlichkeitstheorie
  • 102001 Artificial Intelligence
  • 102003 Bildverarbeitung
  • 102009 Computersimulation
  • 102019 Machine Learning
  • 102023 Supercomputing
  • 202027 Mechatronik
  • 206001 Biomedizinische Technik
  • 206003 Medizinische Physik
  • 102035 Data Science

Dieses zitieren