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 :
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