Implementing the generalised modus-ponens in a fuzzy rule-base for an atmospheric stability monitoring study

Author

van de Walle, B. ; Ruan, D. ; Kerre, E.E.

Author_Institution

SCK/CEN, Mol, Belgium

fYear

1994

fDate

26-29 Jun 1994

Firstpage

1081

Abstract

The implementation of a generalised modus-ponens inference scheme in a fuzzy rule-base leads to the problem of selecting a suitable fuzzy implication operator and triangular norm. In this paper, a distance-based criterion to assess a suitable fuzzy implication operator and triangular norm is proposed and applied to eight well-known fuzzy implication operators and three sup-T compositions. The well-known Gödel and Gaines operators both outperform the other operators considered for all compositions investigated

Keywords

atmospheric movements; geophysics; geophysics computing; inference mechanisms; knowledge based systems; monitoring; Gaines operator; Godel operator; atmospheric stability monitoring study; distance-based criterion; fuzzy implication operator; fuzzy rule-base; generalised modus-ponens; inference scheme; sup-T compositions; triangular norm; Atmosphere; Atmospheric modeling; Computer science; Computerized monitoring; Condition monitoring; Fuzzy reasoning; Fuzzy sets; Mathematics; Protection; Stability;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the Third IEEE Conference on

Conference_Location

Orlando, FL

Print_ISBN

0-7803-1896-X

Type

conf

DOI

10.1109/FUZZY.1994.343886

Filename

343886