DocumentCode :
2907451
Title :
Defuzzifying formulas in Gödel logic through finitely additive measures
Author :
Aguzzoli, Stefano ; Gerla, Brunella ; Marra, Vincenzo
Author_Institution :
Dipt. di Sci. dell´´Inf., Univ. degli Studi di Milano, Milan
fYear :
2008
fDate :
1-6 June 2008
Firstpage :
1886
Lastpage :
1893
Abstract :
Godel logic is the fuzzy logic of the minimum triangular norm and its residuum. Using the functional representation of the Lindenbaum algebra of Godel logic, we analyze the interaction between the integral operator and the logical connectives. On these grounds, we put forth a notion of finitely additive probability measure for Godel logic. Our first main result shows that such measures precisely correspond to integrating the truth value functions induced by Godel formulas with respect to a Borel probability measure on the real unit cube [0,1]n. Our second main result shows that they also coincide with convex combinations of finitely many [0,1]-valued assignments.
Keywords :
convex programming; fuzzy logic; integral equations; probability; Borel probability measure; Godel logic; Lindenbaum algebra; convex combinations; defuzzifying formulas; finitely additive probability measure; finitely many [0,1]-valued assignments; functional representation; fuzzy logic; integral operator; logical connectives; minimum triangular norm; truth value functions; Atomic measurements; Boolean algebra; Elbow; Extraterrestrial measurements; Fuzzy logic; Fuzzy sets; Fuzzy systems; Logic functions; Reflection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
ISSN :
1098-7584
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
Type :
conf
DOI :
10.1109/FUZZY.2008.4630627
Filename :
4630627
Link To Document :
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