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Parametric multi-attribute utility functions for optimal profit under risk constraints
Seck B., Andrieu L., De Lara M.
Theory and Decision 72, 2 (2012) 257-271 - http://hal-enpc.archives-ouvertes.fr/hal-00654574
Articles dans des revues avec comité de lecture
Quantitative Finance/Risk Management
Parametric multi-attribute utility functions for optimal profit under risk constraints
Babacar Seck 1, Laetitia Andrieu 2, Michel De Lara () 1
1:  Centre d'Enseignement et de Recherche en Mathématiques et Calcul Scientifique (CERMICS)
http://cermics.enpc.fr/
Ecole des Ponts ParisTech
6 et 8 avenue Blaise Pascal Cité Descartes - Champs sur Marne 77455 Marne la Vallée Cedex 2
France
2:  EDF R&D Dept. OSIRIS (EDF R&D)
EDF
1 avenue Général de Gaulle, 92141 Clamart
France
We provide an economic interpretation of the practice consisting in incorporating risk measures as constraints in an expected prospect maximization problem. For what we call the infimum of expectations class of risk measures, we show that if the decision maker (DM) maximizes the expectation of a random prospect under constraint that the risk measure is bounded above, he then behaves as a generalized expected utility maximizer in the following sense. The DM exhibits ambiguity with respect to a family of utility functions defined on a larger set of decisions than the original one; he adopts pessimism and performs first a minimization of expected utility over this family, then performs a maximization over a new decisions set. This economic behaviour is called maxmin under risk and studied by Maccheroni (Econ Theory 19:823-831, 2002). As an application, we make the link between an expected prospect maximization problem, subject to conditional value-at-risk being less than a threshold value, and a non-expected utility economic formulation involving loss aversion -type utility functions.
English

Theory and Decision
Publisher Springer Verlag (Germany)
ISSN 0040-5833 (eISSN : 1573-7187)
Unknown
international
published
2012
2011-06-21
2011-06-21
72
2
257-271

Risk measures – Utility functions – Non-expected utility theory – Maxmin – Conditional value-at-risk – Loss aversion
D - Microeconomics/D8 - Information – Knowledge – and Uncertainty/D81 - Criteria for Decision-Making under Risk and Uncertainty