Title
Quantitative Study of Fuzzy Logics
Abstract
In this paper, we focus on two main 3-valued logics used by the fuzzy logic community. The Gödel-Dummett logic and the Łukasiewicz one. Both are based on the same language of implication and negation. In both, we consider fragments consisting of formulas formed with one variable. We investigate the proportion of the number of true (or satisfiable) formulas of a certain length n to the number of all formulas of such length. We are especially interested in the asymptotic behavior of this fraction when length n tends to infinity. If the limit exists it is represented by a real number between 0 and 1 which is called the density of truth or the density of SAT. Using the powerful theory of analytic combinatorics, we state several results comparing the density of truth and the density of satisfiable formulas for both Gödel-Dummett and Łukasiewicz logics.
Year
DOI
Venue
2020
10.1109/FUZZ48607.2020.9177858
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Keywords
DocType
ISSN
Fuzzy logic,Gödel-Dummett logic,Łukasiewicz logic,analytic combinatorics,generating functions,asymptotic densities,density of truth
Conference
1544-5615
ISBN
Citations 
PageRank 
978-1-7281-6933-0
0
0.34
References 
Authors
12
2
Name
Order
Citations
PageRank
Zofia Kostrzycka1375.59
Marek Zaionc211117.27