TY - GEN
T1 - A plea for the usefulness of the deductive interpretation of fuzzy rules in engineering applications
AU - Bodenhofer, Ulrich
AU - Daňková, Martina
AU - Štěpnička, Martin
AU - Novák, Vilém
PY - 2007
Y1 - 2007
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=50249156547&partnerID=8YFLogxK
U2 - 10.1109/FUZZY.2007.4295600
DO - 10.1109/FUZZY.2007.4295600
M3 - Conference contribution
AN - SCOPUS:50249156547
SN - 1424412102
SN - 9781424412105
T3 - IEEE International Conference on Fuzzy Systems
BT - 2007 IEEE International Conference on Fuzzy Systems, FUZZY
T2 - 2007 IEEE International Conference on Fuzzy Systems, FUZZY
Y2 - 23 July 2007 through 26 July 2007
ER -