Fuzzy logic is analyzed from the point of view of formal logic; the underlying calculi and their properties are surveyed. AMS subject classification: 03B52, 03B50, 06BXX. Key words: fuzzy logic, many-valued logic, residuated lattices. 1 Introduction This report 1 is an extended version (by Section 6) of the paper written for a tutorial to be given at the IFSA meeting at Prague, to appear in Tatra Mountains Mathematical Publications; this extended version should serve as material for the FUZZ-IEEE tutorial. The first half of the paper is a varied and extended version of [12]. Sections 1-4 and 6 were written by H'ajek; Section 5 was written by Godo. Full elaboration is to be found in the prepared book [13]. The present introduction is devoted to some informal discussion on the subject of fuzzy logic. 1 Partial support of COST Action 15 is recognized. (1) Fuzzy logic is popular. The number of papers dealing, in some sense, with fuzzy logic and its applications is immense, and the s...
|
598
|
Sets - Theoretical Aspects of Reasoning About Data
– Pawlak, Rough
- 1991
|
|
434
|
The concept of a linguistic variable and its application to approximate reasoning-I
– Zadeh
- 1975
|
|
228
|
Introduction to Mathematical Logic
– Mendelson
- 1997
|
|
217
|
Fuzzy Set Theory - and its Applications
– Zimmermann
- 1996
|
|
132
|
Probabilistic Metric Spaces
– Schweizer, Sklar
- 1983
|
|
112
|
Fuzzy Logic
– Zadeh
- 1988
|
|
107
|
Foundations of Fuzzy Systems
– Kruse, Gebhardt, et al.
- 1994
|
|
106
|
A.: A theory of approximate reasoning
– Zadeh
- 1979
|
|
100
|
Similarity Relations and Fuzzy Orderings
– Zadeh
- 1971
|
|
62
|
On the semantics of fuzzy logic
– Ruspini
- 1991
|
|
55
|
Associative functions and abstract semigroups
– Schweizer
- 1963
|
|
48
|
A Propositional Calculus with a Denumerable matrix
– Dummett
- 1959
|
|
45
|
The Mathematics of Metamathematics
– Rasiowa, Sikorski
- 1963
|
|
44
|
The uncertain reasoner's companion { A mathematical perspective
– Paris
- 1994
|
|
43
|
On Fuzzy Logic I
– Pavelka
- 1979
|
|
31
|
On some logical connectives for Fuzzy Set Theory
– Alsina, Trillas, et al.
- 1983
|
|
26
|
A complete many-valued logic with productconjunction
– Hajek, Esteva, et al.
- 1996
|
|
22
|
On the structure of Findistinguishability operators
– Valverde
- 1985
|
|
21
|
Mehrwertige Logik
– Gottwald
- 1989
|
|
19
|
Similarity relations, fuzzy partitions, and fuzzy orderings
– Ovchinnikov
- 1991
|
|
19
|
Fragments of many-valued statement calculi
– Rose, Rosser
- 1958
|
|
12
|
A modal account of similarity-based reasoning
– Esteva, Garcia, et al.
- 1997
|
|
10
|
Equality Relations as a Basis for Fuzzy Control
– Klawonn, Kruse
|
|
9
|
Fuzzy partitions and relations: An axiomatic basis for clustering, Fuzzy Sets and Systems 1
– Bezdek, Harris
- 1978
|
|
9
|
Fuzzy logic and fuzzy set theory
– Takeuti, Titani
- 1992
|
|
7
|
Metamathematics of fuzzy logic
– ajek, P
- 1998
|
|
7
|
Arithmetische Klassifikation von Formelnmengen der unendlichwertigen Logik
– Ragaz
- 1981
|
|
6
|
A theory of fuzzy clustering
– Ruspini
- 1977
|
|
4
|
Applications of fuzzy-rough classifications to logics
– Nakamura
- 1992
|
|
4
|
Die unentscheidbarkeit der einstelligen unendlichwertigen Pradikatenlogik
– Ragaz
- 1983
|
|
3
|
Zum intuitionistischen Aussagenkalkul. Anzeiger Akademie der Wissenschaften
– odel, K
- 1932
|
|
3
|
Fuzzy logic and arithmetical hierarchy
– ajek, P
|
|
3
|
Fuzzy Logic Technology and Applications
– Marks, J
- 1994
|
|
3
|
Modal logics in the theory of information systems. Zeitschrift fur Mathematische Logik und Grundlagen der Mathematik
– Orlowska
- 1984
|
|
3
|
An inquiry on tindistinguishability operator
– Valverde
- 1984
|
|
2
|
Similarity-based approximate reasoning. In: Computational Intelligence Imitating Life
– Dubois, Prade
- 1994
|
|
2
|
Fuzzy logic and probability
– ajek, Godo, et al.
- 1995
|
|
2
|
On the syntactico-semantical completeness of first-order fuzzy logic
– ak, V
- 1990
|
|
2
|
Die Nichtaxiomatisierbarkeit des unendlichwertigen Pradikatenkalkuls von
– Scarpelini
- 1962
|
|
1
|
Godo L., Prade H. Similaritybased consequente relations
– Dubois, Esteva, et al.
- 1995
|
|
1
|
Prade H. A logical approach to interpolatiion based on similarity relations Int
– Dubois, Esteva, et al.
|
|
1
|
Fuzzy sets in approximate reasoning II (Logical approaches). Fuzzy sets and systems 40
– Dubois, Prade
- 1991
|
|
1
|
Fuzzy Sets and Fuzzy Logic Vieweg
– Gottwald
- 1993
|
|
1
|
Fuzzy logic from the logical point of view In SOFSEM'95: Theory and practice of informatics
– ajek, P
- 1995
|
|
1
|
Logics of Approximate Reasoning II
– ajek, P
- 1995
|
|
1
|
A qualitative fuzzy possibilistic logic
– ajek, Harmancov', et al.
- 1995
|
|
1
|
Yuan Bo Fuzzy sets and fuzzy logic
– Klir
- 1995
|
|
1
|
Ensembles flous et fonctions aleatoires
– Menger
- 2001
|