Propositional fuzzy logics: Decidable for some (algebraic) operators; Undecidable for more complicated ones

Citation
M. Gehrke et al., Propositional fuzzy logics: Decidable for some (algebraic) operators; Undecidable for more complicated ones, INT J INTEL, 14(9), 1999, pp. 935-947
Citations number
34
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
ISSN journal
08848173 → ACNP
Volume
14
Issue
9
Year of publication
1999
Pages
935 - 947
Database
ISI
SICI code
0884-8173(199909)14:9<935:PFLDFS>2.0.ZU;2-K
Abstract
If we view fuzzy logic as a logic, i.e., as a particular case of a multi-va lued logic, then one of the most natural questions to ask is whether the co rresponding propositional logic is decidable, i.e., does there exist an alg orithm that, given two propositional formulas F and G, decides whether thes e two formulas always have the same truth value. It is known that the simpl est fuzzy logic, in which & = min and v = max, is decidable. In this paper, we prove a more general result: that all propositional fuzzy logics with a lgebraic operations are decidable. We also show that this result cannot be generalized further, e.g., no deciding algorithm is possible for logics in which operations are algebraic with constructive (nonalgebraic) coefficient s. (C) 1999 John Wiley & Sons, Inc.