DocumentCode
2406096
Title
Qualitative fuzzy sets: Context based reasoning system in GrC
Author
Lin, Tsau Young
Author_Institution
San Jose State Univ., San Jose, CA, USA
fYear
2009
fDate
14-17 June 2009
Firstpage
1
Lastpage
5
Abstract
The category theory based model (8th GrC Model) has been proposed as the ldquofinalrdquo GrC Model. This paper is to discuss its specialization into the category of qualitative fuzzy sets. Here are the main points: 1) Let Col be the collection of real world fuzzy sets on U, where U is a crisp set. 2) Let V be the type I fuzzy sets of col. Namely, V, denoted by MF(U), is the set of all membership functions on U. 3) The map: Q; Col rarr 2V defines a binary neighborhood system on V. Each Q(p), p rarr Col is a qualitative fuzzy set/ It is the mathematical model of the so-called elastic membership function. 4) The collection Q = {Q(p) | p ? Col}, by abuse of notation, is the universe of qualitative fuzzy sets. 5) The ldquounionrdquo and ldquointersectionrdquo of qualitative fuzzy sets are provided by the Boolean algebraic structure of Q. 6) Each membership function in Q(p) represents a state/context of p.
Keywords
Boolean algebra; category theory; fuzzy set theory; inference mechanisms; Boolean algebraic structure; GrC model; category theory based model; context based reasoning system; elastic membership function; granular computing; qualitative fuzzy sets; Cities and towns; Encyclopedias; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Humans; Information processing; Mathematical model; Mathematics; Neck;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 2009. NAFIPS 2009. Annual Meeting of the North American
Conference_Location
Cincinnati, OH
Print_ISBN
978-1-4244-4575-2
Electronic_ISBN
978-1-4244-4577-6
Type
conf
DOI
10.1109/NAFIPS.2009.5156469
Filename
5156469
Link To Document