Uncertain risk aversion

This paper discusses the risk aversion within the framework of the uncertainty theory (Liu in Uncertainty theory: A branch of mathematics for modeling human uncertainty. Springer, Berlin, 2010b), and introduces the notions of uncertain expected utility and uncertain risk premium. In terms of the Arrow–Pratt index, an uncertain version of Pratt’s theorem is proved, which offers an effective way to make comparisons between different individuals’ risk-averse attitudes. We suggest that uncertain risk aversion can be used to measure human’s risk-averse attitudes when uncertainty exists due to lack of the observed data, just as probabilistic risk aversion when sufficient data can be obtained. Uncertain risk aversion provides an alternative method to compare the risk aversions between individuals under uncertain situations.

[1]  M. Rabin Risk Aversion and Expected Utility Theory: A Calibration Theorem , 2000 .

[2]  Charles A. Holt,et al.  Risk Aversion and Incentive Effects , 2002 .

[3]  Kai Yang,et al.  Monitoring mechanisms in new product development with risk-averse project manager , 2017, J. Intell. Manuf..

[4]  Fan Yang,et al.  Multi-objective optimization in uncertain random environments , 2014, Fuzzy Optim. Decis. Mak..

[5]  Xiaoyu Ji,et al.  Uncertain Decision Making and its Application to portfolio Selection Problem , 2014, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[6]  J. Laffont The economics of uncertainty and information , 1990 .

[7]  J. Pratt RISK AVERSION IN THE SMALL AND IN THE LARGE11This research was supported by the National Science Foundation (grant NSF-G24035). Reproduction in whole or in part is permitted for any purpose of the United States Government. , 1964 .

[8]  Baoding Liu,et al.  Theory and Practice of Uncertain Programming , 2003, Studies in Fuzziness and Soft Computing.

[9]  Irina Georgescu,et al.  Multidimensional possibilistic risk aversion , 2010, 2010 11th International Symposium on Computational Intelligence and Informatics (CINTI).

[10]  Kai Yao,et al.  A New Option Pricing Model for Stocks in Uncertainty Markets , 2011 .

[11]  Irina Georgescu,et al.  A possibilistic approach to risk aversion , 2010, Soft Comput..

[12]  Kai Yao,et al.  Extreme values and integral of solution of uncertain differential equation , 2013 .

[13]  S. Werlang,et al.  Uncertainty Aversion, Risk Aversion, and the Optimal Choice of Portfolio , 1992 .

[14]  L. Zadeh Fuzzy sets as a basis for a theory of possibility , 1999 .

[15]  Baoding Liu,et al.  Uncertainty Theory - A Branch of Mathematics for Modeling Human Uncertainty , 2011, Studies in Computational Intelligence.

[16]  Baoding Liu Why is There a Need for Uncertainty Theory , 2012 .

[17]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[18]  Xiang Li,et al.  Uncertain Alternating Renewal Process and Its Application , 2012, IEEE Transactions on Fuzzy Systems.

[19]  Kai Yao,et al.  A type of uncertain differential equations with analytic solution , 2013 .

[20]  Jian Zhou,et al.  Two Uncertain Programming Models for Inverse Minimum Spanning Tree Problem , 2013 .

[21]  Lu Chen,et al.  Path Optimality Conditions for Minimum Spanning Tree Problem with Uncertain Edge Weights , 2015, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[22]  Jinwu Gao,et al.  Uncertain Core for Coalitional Game with Uncertain Payos , 2014 .

[23]  Dan A. Ralescu,et al.  B-Spline Method of Uncertain Statistics with Applications to Estimate Travel Distance , 2012 .

[24]  Baoding Liu Some Research Problems in Uncertainty Theory , 2009 .

[25]  Baoding Liu,et al.  Uncertainty Theory - A Branch of Mathematics for Modeling Human Uncertainty , 2011, Studies in Computational Intelligence.

[26]  L. Hansen,et al.  Stochastic Consumption, Risk Aversion, and the Temporal Behavior of Asset Returns , 1983, Journal of Political Economy.

[27]  Yuanguo Zhu,et al.  Please Scroll down for Article Cybernetics and Systems Uncertain Optimal Control with Application to a Portfolio Selection Model Uncertain Optimal Control with Application to a Portfolio Selection Model , 2022 .

[28]  J. Quiggin Generalized expected utility theory : the rank-dependent model , 1994 .

[29]  R. Thaler,et al.  Anomalies: Risk Aversion , 2001 .

[30]  Baoding Liu Uncertain Random Graph and Uncertain Random Network Baoding , 2014 .

[31]  Irina Georgescu,et al.  Possibilistic risk aversion , 2009, Fuzzy Sets Syst..

[32]  Jinwu Gao,et al.  Chance distribution of the maximum flow of uncertain random network , 2014 .

[33]  K. Arrow Essays in the theory of risk-bearing , 1958 .

[34]  Lotfi A. Zadeh,et al.  A Theory of Approximate Reasoning , 1979 .

[35]  Baoding Liu Toward uncertain finance theory , 2013 .

[36]  Kai Yao,et al.  A formula to calculate the variance of uncertain variable , 2015, Soft Comput..

[37]  Jinwu Gao,et al.  Uncertain differential games with application to capitalism , 2013 .

[38]  Baoding Liu Uncertain Set Theory and Uncertain Inference Rule with Application to Uncertain Control , 2010 .

[39]  Jian Zhou,et al.  An interactive satisficing approach for multi-objective optimization with uncertain parameters , 2017, J. Intell. Manuf..

[40]  J. Quiggin Generalized expected utility theory , 1992 .

[41]  Irina Georgescu,et al.  Possibilistic risk aversion with many parameters , 2011, ICCS.