Abstract
We deal with a Savage-like decision problem under uncertainty where, for every state of the world, the consequence of each decision (multi-act) is generally uncertain: the decision maker only knows the set of possible alternatives where it can range (multi-consequence). A Choquet expected utility representation theorem for a preference relation on multi-acts is provided, relying on a state-independent cardinal utility function defined on the (finite) set of all alternatives.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Anscombe F, Aumann R (1963) A definition of subjective probability. Ann Math Stat 34(1):199–205
Chateauneuf A, Jaffray JY (1989) Some characterizations of lower probabilities and other monotone capacities through the use of Möbius inversion. Math Soc Sci 17(3):263–283
Choquet G (1954) Theory of capacities. Ann de l’Inst Fourier 5:131–295
Coletti G, Petturiti D, Vantaggi B (2015) Decisions under risk and partial knowledge modelling uncertainty and risk aversion. In: Proceedings of ISPTA 2015, pp 77–86
Coletti G, Petturiti D, Vantaggi B (2015) Rationality principles for preferences on belief functions. Kybernetika 51(3):486–507
Dempster A (1967) Upper and lower probabilities induced by a multivalued mapping. Ann Math Stat 38(2):325–339
Denneberg D (1994) Non-additive measure and integral, series B: mathematical and statistical methods, vol 27. Kluwer Academic Publishers, Dordrecht/Boston/London
Gilboa I, Schmeidler D (1989) Maxmin expected utility with non-unique prior. J Math Econ 18(2):141–153
Jaffray JY (1989) Linear utility theory for belief functions. Oper Res Lett 8(2):107–112
Jaffray JY, Wakker P (1993) Decision making with belief functions: compatibility and incompatibility with the sure-thing principle. J Risk Uncertain 7(3):255–271
Kreps D (1979) A representation theorem for “Preference for Flexibility”. Econometrica 47(3):565–577
Molchanov I (2005) Theory of random sets. Probability and its applications. Springer, London Ltd
Nehring K (1999) Preference for flexibility in a savage framework. Econometrica 67(1):101–119
Sarin R, Wakker P (1992) A simple axiomatization of nonadditive expected utility. Econometrica 60(6):1255–1272
Savage L (1972) The foundations of statistics, 2nd edn. Dover
Schmeidler D (1986) Integral representation without additivity. Proc Am Math Soc 97(2):255–261
Schmeidler D (1989) Subjective probability and expected utility without additivity. Econometrica 57(3):571–587
Shafer G (1976) A mathematical theory of evidence. Princeton University Press
Shafer G (1979) Allocations of probability. Ann Probab 7(5):827–839
von Neumann J, Morgenstern O (1947) Theory of games and economic behavior, 2nd edn. Princeton University Press
Acknowledgments
Work partially supported by INdAM-GNAMPA through the Project 2015 U2015/000418 and by the Italian MIUR PRIN 2010-11 2010FP79LR_003.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing Switzerland
About this paper
Cite this paper
Coletti, G., Petturiti, D., Vantaggi, B. (2017). A Savage-Like Representation Theorem for Preferences on Multi-acts. In: Ferraro, M., et al. Soft Methods for Data Science. SMPS 2016. Advances in Intelligent Systems and Computing, vol 456. Springer, Cham. https://doi.org/10.1007/978-3-319-42972-4_16
Download citation
DOI: https://doi.org/10.1007/978-3-319-42972-4_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-42971-7
Online ISBN: 978-3-319-42972-4
eBook Packages: EngineeringEngineering (R0)