Title :
Some basic theory of interval-valued fuzzy sets
Author :
Gehrke, Mai ; Walker, Carol ; Walker, Elbert
Author_Institution :
Dept. of Math. Sci., New Mexico State Univ., Las Cruces, NM, USA
Abstract :
Let S be a set. A fuzzy subset of S is a mapping A from S into [0,1]. The value A(s) for a particular s is typically associated with a degree of belief of some expert. There is an extensive theory of fuzzy sets, but there are situations when assigning an exact number to an expert\´s opinion is too restrictive, and the assignment of an interval of values is more realistic. This paper is concerned with the basics of a theory for such "interval-valued" fuzzy sets, namely mappings of a set S into the set of intervals of [0,1]
Keywords :
fuzzy set theory; belief degree; expert opinion; fuzzy subset; interval-valued fuzzy sets; mapping; Algebra; Fuzzy set theory; Fuzzy sets; Lattices; Proposals;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.943741