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
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