DocumentCode
1107270
Title
OWA aggregation over a continuous interval argument with applications to decision making
Author
Yager, Ronald R.
Author_Institution
Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
Volume
34
Issue
5
fYear
2004
Firstpage
1952
Lastpage
1963
Abstract
We briefly describe the ordered weighted average (OWA) operator. We discuss its role in decision making under uncertainty. We provide an extension of the OWA operator to the case in which our argument is a continuous valued interval rather than a finite set of values. We look at some examples of this type of aggregation. We show how it can be used in some tasks that arise in decision making. We consider the extension of the continuous interval argument OWA operator to the more general case in which the argument values have importance weights. We use this to introduce the idea of an attitudinal-based expected value associated with a continuous random variable.
Keywords
decision making; fuzzy set theory; mathematical analysis; mathematical operators; uncertainty handling; OWA aggregation; continuous interval argument; continuous random variable; decision making; ordered weighted average operator; uncertainty handling; Decision making; Helium; Machine intelligence; Open wireless architecture; Performance evaluation; Random variables; Uncertainty; Algorithms; Artificial Intelligence; Decision Support Techniques; Models, Theoretical; Pattern Recognition, Automated;
fLanguage
English
Journal_Title
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
1083-4419
Type
jour
DOI
10.1109/TSMCB.2004.831154
Filename
1335491
Link To Document