Article ID: | iaor20013728 |
Country: | Netherlands |
Volume: | 128 |
Issue: | 3 |
Start Page Number: | 459 |
End Page Number: | 478 |
Publication Date: | Feb 2001 |
Journal: | European Journal of Operational Research |
Authors: | Dubois Didier, Prade Henri, Sabbadin Reis |
Keywords: | statistics: decision |
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 optimisitic attitudes can be explicitly captured. The approach thus proposes an operationally testable description of possibility theory.