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 :
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