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Revealed preference theory: An algorithmic outlook

Bart Smeulders, Yves Crama and Frits C.R. Spieksma

European Journal of Operational Research, 2019, vol. 272, issue 3, 803-815

Abstract: 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.

Keywords: Preference learning; Revealed preference; Rationality axioms; Utility theory; Computational complexity (search for similar items in EconPapers)
Date: 2019
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Persistent link: https://EconPapers.repec.org/RePEc:eee:ejores:v:272:y:2019:i:3:p:803-815

DOI: 10.1016/j.ejor.2018.04.026

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European Journal of Operational Research is currently edited by Roman Slowinski, Jesus Artalejo, Jean-Charles. Billaut, Robert Dyson and Lorenzo Peccati

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