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Taurida Journal of Computer Science Theory and Mathematics, 2023, Issue 2, Pages 7–29 (Mi tvim163)  

Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem

V. I. Zhukovskiia, L. V. Zhukovskayab, Yu. S. Mukhinaa, S. P. Samsonova

a Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics, Department of Optimal Control Leninskiye Gory, GSP-1, Moscow, 119991, Russia
b Federal State Budgetary Institution of Science Central Economic and Mathematical Institute of the Russian Academy of Sciences (CEMI RAS), Nakhimovskii prosp., 47, Moscow, 117418, Russia
Abstract: In this article single-criterion choice problems under uncertainty (SCPUs) are considered. The principle of minimax regret and the Savage-Niehans risk function are introduced. A possible approach to solving an SCPU for a decision-maker who simultaneously seeks to increase his outcome and reduce his risk (“to kill two birds with one stone”) is proposed. The explicit form of such a solution for the linear-quadratic setup of the SCPU is obtained.
Keywords: guaranteed solution, single-criterion choice, Savage-Niehans risk, minimax regret, uncertainties.
Document Type: Article
UDC: 517.577.1
MSC: 91A10
Language: English
Citation: V. I. Zhukovskii, L. V. Zhukovskaya, Yu. S. Mukhina, S. P. Samsonov, “Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem”, Taurida Journal of Computer Science Theory and Mathematics, 2023, no. 2, 7–29
Citation in format AMSBIB
\Bibitem{ZhuZhuMuk23}
\by V.~I.~Zhukovskii, L.~V.~Zhukovskaya, Yu.~S.~Mukhina, S.~P.~Samsonov
\paper Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem
\jour Taurida Journal of Computer Science Theory and Mathematics
\yr 2023
\issue 2
\pages 7--29
\mathnet{http://mi.mathnet.ru/tvim163}
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