Decision-theoretic foundations of qualitative possibility theory

被引:169
|
作者
Dubois, D
Prade, H
Sabbadin, R
机构
[1] INRA Toulouse, Unite Biometrie & Intelligence Artificielle, F-31326 Castanet Tolosan, France
[2] Univ Toulouse 3, IRIT, CNRS, Lab Languages Syst Informat, F-31062 Toulouse 4, France
关键词
decision theory; uncertainty; possibility theory;
D O I
10.1016/S0377-2217(99)00473-7
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents a justification of two qualitative counterparts of the expected utility criterion for decision under uncertainty, which only require bounded, linearly ordered, valuation sets for expressing uncertainty and preferences. This is carried out in the style of Savage, starting with a set of acts equipped with a complete preordering relation. Conditions on acts are given that imply a possibilistic representation of the decision-maker uncertainty. In this framework, pessimistic (i.e,, uncertainty-averse) as well as optimistic attitudes can be explicitly captured. The approach thus proposes an operationally testable description of possibility theory. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
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页码:459 / 478
页数:20
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