DocumentCode :
2405972
Title :
Ordering of type-2 values: Representation theorems
Author :
Villaverde, Karen ; Kosheleva, Olga
Author_Institution :
Dept. of Comput. Sci., New Mexico State Univ., Las Cruces, NM, USA
fYear :
2009
fDate :
14-17 June 2009
Firstpage :
1
Lastpage :
6
Abstract :
In the traditional (2-valued) logic, we assume that each statement is either true or false. In practice, for some statements, we do not know whether they are true or false. It is therefore natural to consider different degrees of confidence; the (partially) ordered set V of all such degrees forms a fuzzy logic. For example, in the standard [0,1]-based fuzzy logic, these degrees form the interval [0,1]. In practice, it is difficult for an expert to describe his or her degree of confidence in a statement by an exact number from the interval [0,1], or, more generally, by an exact element of the corresponding fuzzy logic. At best, an expert can provide a set S sube V of possible values: e.g., a subinterval of the interval [0,1]. For such sets, it is natural to define a relation "possibly more confident" S1 diam les S2 meaning that v1 les v2 for some v1 isin S1 and v2 isin S2. In this paper, we prove that an arbitrary reflexive relation can be thus represented. Similar representation theorems are proven for different versions of this relation.
Keywords :
fuzzy logic; 2-valued logic; fuzzy logic; representation theorem; type-2 values; Computer science; Computer science education; Fuzzy logic; Information processing; Multivalued logic;
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.2009.5156462
Filename :
5156462
Link To Document :
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