Title :
Compositions of fuzzy relations with hedges
Author :
Bartl, Eduard ; Belohlavek, Radim ; Vychodil, Vilem
Author_Institution :
Dept. Syst. Sci. & Ind. Eng., New York State Univ., Binghamton, NY
Abstract :
We present extensions of ordinary compositions of fuzzy relations. The extensions consist in parameterizing the ordinary compositions by means of particular unary functions on the scales of truth degrees. The approach is inspired by our previous work on formal concept analysis of data with fuzzy attributes where such parameterization of one particular type of fuzzy relational composition was used to control the number of clusters extracted from data. We present definitions and basic properties of the parameterized compositions, examples, and implications for several domains of application of fuzzy relational compositions.
Keywords :
fuzzy logic; fuzzy set theory; formal concept analysis; fuzzy attributes; fuzzy relations compositions; parameterized compositions; unary functions; Calculus; Computer science; Data analysis; Data mining; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Industrial engineering; Lattices;
Conference_Titel :
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1818-3
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2008.4630507