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Canonization of max-min fuzzy automata.

Authors :
González de Mendívil, José R.
Fariña Figueredo, Federico
Source :
Fuzzy Sets & Systems. Dec2019, Vol. 376, p152-168. 17p.
Publication Year :
2019

Abstract

In this paper, we propose a canonization method for fuzzy automata, i.e., a determinization method that is able to return a minimal fuzzy deterministic automaton equivalent to the original fuzzy automaton. The canonization method is derived from the well-known Brzozowski's algorithm for ordinary nondeterministic automata. For a given fuzzy automaton A , we prove that the construction M ˆ (r (N (r (A)))) returns a minimal fuzzy deterministic automaton equivalent to A. In that construction, r (.) represents the reversal of a fuzzy automaton, N (.) is the determinization of a fuzzy automaton based on fuzzy accessible subset construction, and M ˆ (.) is the determinization of a fuzzy automaton via factorization of fuzzy states which also includes a simple reduction of a particular case of proportional fuzzy states. The method is accomplished for fuzzy automata with membership values over the Gödel structure (also called max-min fuzzy automata). These fuzzy automata are always determinizable and have been proved useful in practical applications. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01650114
Volume :
376
Database :
Academic Search Index
Journal :
Fuzzy Sets & Systems
Publication Type :
Academic Journal
Accession number :
138793628
Full Text :
https://doi.org/10.1016/j.fss.2019.03.009