Ulrich Bodenhofer, Vilem Novak, Martin Stepnicka, Martina Danková,
"A plea for the usefulness of the deductive interpretation of fuzzy rules in engineering applications"
: Proc. 16th IEEE Int. Conf. on Fuzzy Systems, Seite(n) 1567–1572, 7-2007
Original Titel:
A plea for the usefulness of the deductive interpretation of fuzzy rules in engineering applications
Sprache des Titels:
Englisch
Original Buchtitel:
Proc. 16th IEEE Int. Conf. on Fuzzy Systems
Original Kurzfassung:
This contribution is intended as a position paper that favors the
viewpoint that inference based on deductive rules (i.e., the rules
are interpreted using fuzzy implication) can indeed be considered as
a valuable inference scheme in real-world applications. For this
purpose, we highlight the basic concepts behind the most common fuzzy
inference schemes and demonstrate their interpretation by means of
illustrative examples. We conclude that, under some reasonable
conditions, deductive inference is able to compete with or even
outperform the well-known Mamdani-Assilian inference.