DocumentCode
1590422
Title
A new approach to admissible alternatives in interval decision making
Author
Boeva, Veselka ; De Baets, Bernard
Author_Institution
Dept. of Comput. Syst., Tech. Univ. of Plovdiv, Bulgaria
Volume
1
fYear
2004
Firstpage
110
Abstract
In the framework of interval decision making, the available information is vague and numerically imprecise and the decision situation is modelled by imprecise probabilities and utilities that are simply represented by suitable intervals and comparisons. Alternatives are therefore evaluated in terms of interval expected utilities, which are then used for expressing crisp preferences among these alternatives. In this work, we use the overlap of the above interval expected utilities for expressing valued preferences among the alternatives. In particular, a chain of interval order relations associated with the constructed valued preference relation is studied and the concept of admissibility is expressed in terms of non-dominated alternatives induced by such relations.
Keywords
belief networks; decision making; decision support systems; probability; uncertainty handling; crisp preferences; decision analysis; imprecise probability; interval decision making; uncertain reasoning; valued preferences; Decision making; Information analysis; Lakes; Linear systems; Numerical models; Pressing; Probability distribution; Utility theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems, 2004. Proceedings. 2004 2nd International IEEE Conference
Print_ISBN
0-7803-8278-1
Type
conf
DOI
10.1109/IS.2004.1344647
Filename
1344647
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