Paper Info
Title
A Plea for the Usefulness of the Deductive Interpretation of Fuzzy Rules in Engineering Applications
Abstract
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.
Year
DOI
Venue
2007
10.1109/FUZZY.2007.4295600
FUZZ-IEEE
Keywords
Field
DocType
fuzzy set theory,inference mechanisms,Mamdani-Assilian inference,deductive interpretation,deductive rules,engineering applications,fuzzy inference schemes,fuzzy rules
Defuzzification,Inference,Computer science,Fuzzy set operations,Proof calculus,Artificial intelligence,Adaptive neuro fuzzy inference system,Fuzzy control system,Fuzzy number,Type-2 fuzzy sets and systems,Machine learning
Conference
ISSN
ISBN
Citations 
1098-7584 E-ISBN : 1-4244-1210-2
1-4244-1210-2
15
PageRank 
References 
Authors
0.69
13
4
Name
Order
Citations
PageRank
Ulrich Bodenhofer170568.02
Martina Danková221418.11
Martin Stepnicka344750.26
Vilém Novák41247132.67