Založeno v roce 2005 s podporou MŠMT ČR (projekt 1M0572)

Publikace

A Plea for the Usefulness of the Deductive Interpretation of Fuzzy Rules in Engineering Applications

Typ:
Konferenční příspěvek
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Název sborniku:
Proceedings of the 2007 IEEE International Conference on Fuzzy Systems
Místo vydání:
London
Rok:
2007
Strany:
1567-1572
ISBN:
1-4244-1210-2
Klíčová slova:
fuzzy rules; rule bases; interpretations; implications; conj
Anotace:
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 realworld 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.
 
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