Reference : Revealed preference theory: An algorithmic outlook
Scientific journals : Article
Business & economic sciences : Quantitative methods in economics & management
Revealed preference theory: An algorithmic outlook
Smeulders, Bart mailto [Université de Liège > HEC Liège : UER > Recherche opérationnelle et gestion de la production >]
Crama, Yves mailto [Université de Liège > HEC Liège : UER > Recherche opérationnelle et gestion de la production >]
Spieksma, Frits C.R. [KUL > > > >]
In press
European Journal of Operational Research
Yes (verified by ORBi)
[en] revealed preference ; rationality axioms ; utility theory ; preference learning ; computational complexity
[en] Revealed preference theory is a domain within economics that studies rationalizability of behavior by (certain types of) utility functions. Given observed behavior in the form of choice data, testing whether certain conditions are satisfied gives rise to a variety of computational problems that can be analyzed using operations research techniques. In this survey, we provide an overview of these problems, their theoretical complexity, and available algorithms for tackling them. We focus on consumer choice settings, in particular individual choice, collective choice and stochastic choice settings.
HEC - QuantOM
Politique Scientifique Fédérale (Belgique) = Belgian Federal Science Policy ; Fonds de la Recherche Scientifique (Communauté française de Belgique) - F.R.S.-FNRS
PAI P7/36 Comex

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Survey Revision 2.pdfSubmitted versionAuthor preprint377.8 kBView/Open
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