Title :
A function theoretical view of fuzzy sets: new extension principle
Author_Institution :
Dept. of Comput. Sci., San Jose State Univ., CA, USA
Abstract :
By definition, a fuzzy set is uniquely characterized by its membership function. Mathematically, a membership function is a unit-interval valued function. So a fuzzy set theory can be viewed from such a functional view. In this paper, fuzzy theories are examined for categories of classical sets, topological spaces (with nice conditions, such as compact Hausdorff) and smooth spaces (closed manifold in Euclidean space). The last two are often required in control theory. Taking this view the traditional extension principle is not valid in these categories, because the principle does not produce continuous/smooth membership function. In this paper, a new general extension principle is established.
Keywords :
functions; fuzzy set theory; classical sets; function theory; fuzzy set theory; membership function; smooth spaces; topological spaces; unit-interval valued function; Computer science; Control theory; Functional analysis; Fuzzy control; Fuzzy set theory; Fuzzy sets; Topology;
Conference_Titel :
Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American
Print_ISBN :
0-7803-9187-X
DOI :
10.1109/NAFIPS.2005.1548602