Title :
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
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;
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
DOI :
10.1109/FUZZY.1994.343886
