Continuity issues of the implicational interpretation of fuzzy rules

Autoren M. Stepnicka
Ulrich Bodenhofer
M. Dankova
V. Novak
TitelContinuity issues of the implicational interpretation of fuzzy rules
TypArtikel
JournalFuzzy Sets and Systems
Nummer14
Band161
AbteilungKVS
MonatMarch
Jahr2010
Seiten1959-1972
SCCH ID#1018
Abstract

The implicationalinterpretationoffuzzyruleshasreceivedlittleattentioninreal-worldapplicationssofar.Thisislargelydueto the factthatensuringcontinuityoftheresultingfunctionisnotastraightforwardtask.Thispapertargetsthissubject.Departingfrom consistent linguisticdescriptions/rulebases,weintroducesufficientconditionsforthecontinuityoftheimplicationalinterpretation with meanofmaximumdefuzzification.Wedemonstratethatcontinuitycanbeachievedunderpracticallyfeasibleconditions, regardlessofthedimensionalityoftheinput. © 2010ElsevierB.V.Allrightsreserved.