Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem
Taurida Journal of Computer Science Theory and Mathematics, no. 2 (2023), pp. 7-29
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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.
@article{TVIM_2023_2_a0,
author = {V. I. Zhukovskii and L. V. Zhukovskaya and Yu. S. Mukhina and S. P. Samsonov},
title = {Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem},
journal = {Taurida Journal of Computer Science Theory and Mathematics},
pages = {7--29},
publisher = {mathdoc},
number = {2},
year = {2023},
language = {en},
url = {http://geodesic.mathdoc.fr/item/TVIM_2023_2_a0/}
}
TY - JOUR AU - V. I. Zhukovskii AU - L. V. Zhukovskaya AU - Yu. S. Mukhina AU - S. P. Samsonov TI - Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem JO - Taurida Journal of Computer Science Theory and Mathematics PY - 2023 SP - 7 EP - 29 IS - 2 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/TVIM_2023_2_a0/ LA - en ID - TVIM_2023_2_a0 ER -
%0 Journal Article %A V. I. Zhukovskii %A L. V. Zhukovskaya %A Yu. S. Mukhina %A S. P. Samsonov %T Guaranteed solution for risk-neutral decision maker: an analog of maximin in single-criterion choice problem %J Taurida Journal of Computer Science Theory and Mathematics %D 2023 %P 7-29 %N 2 %I mathdoc %U http://geodesic.mathdoc.fr/item/TVIM_2023_2_a0/ %G en %F TVIM_2023_2_a0
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, no. 2 (2023), pp. 7-29. http://geodesic.mathdoc.fr/item/TVIM_2023_2_a0/