Towards an axiomatic treatment of "interpretability"

Autoren Ulrich Bodenhofer
Peter Bauer
Editoren
Titel Towards an axiomatic treatment of "interpretability"
Buchtitel Proc. 6th Int. Conf. on Soft Computing (IIZUKA 2000)
Typ in Konferenzband
Ort Iizuka, Japan
Note Best paper award
Monat October
Jahr 2000
Seiten 334-339
SCCH ID# 10
Abstract

The aim of this contribution is to point out the importance of interpretability of fuzzy rule-based systems. We try to approach this key property axiomatically, as a starting point, restricting to interpretability of linguistic variables (in Zadeh’s sense). The proposed approach is underlined with an intuitive example. Finally, the benefits of considering interpretability in design and tuning of fuzzy systems are discussed.