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Canonization of max-min fuzzy automata.
- 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]
- Subjects :
- *MACHINE theory
*AUTONOMOUS robots
*CONSTRUCTION
*ALGORITHMS
*ROBOTS
Subjects
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