DocumentCode :
761956
Title :
A Measurement-Theoretic Axiomatization of Trapezoidal Membership Functions
Author :
Marchant, Thierry
Author_Institution :
Ghent Univ.
Volume :
15
Issue :
2
fYear :
2007
fDate :
4/1/2007 12:00:00 AM
Firstpage :
238
Lastpage :
242
Abstract :
In many applications of fuzzy set theory, the membership of an object is not defined directly. One of its attributes (like height, age, weight, etc.) is first mapped to a real number (often by means of a physical instrument) and a parametric function then maps this real number to a membership degree in some fuzzy set (like "tall," "old," "heavy," etc.). A very common parametric function is the trapezoidal one. This paper presents some conditions guaranteeing the existence of such a trapezoidal membership function representing the knowledge of an expert. Further experimental research is needed for testing whether these conditions are satisfied by human agents
Keywords :
fuzzy set theory; measurement theory; fuzzy set theory; measurement-theoretic axiomatization; parametric function; trapezoidal membership functions; Fuzzy set theory; Fuzzy sets; Humans; Instruments; Joining processes; Measurement techniques; Testing; Measurement; membership;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2006.880000
Filename :
4142758
Link To Document :
بازگشت