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Matematicheskaya Teoriya Igr i Ee Prilozheniya, 2016, Volume 8, Issue 3, Pages 20–33
(Mi mgta183)
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Mathematical models of decision making under risk with ordered outcomes
Viktor V. Rozen Saratov State University
Abstract:
We consider mathematical models of decision making under risk as follows. Realization structure of the model consists of a set of strategies $X$, a set of states of an environment $Y,$ set of outcomes $A$, realization function $F:X\times Y\to A$ and some distribution of probabilities on set $Y$. Goal structure of the model by partial order relation $\omega $ on the set of outcomes $A$ is given. Fix a strategy $x\in X$ we can consider some probabilistic vector of standard simplex $S(A)$ and the order relation $\omega $ may be extended on $S(A)$. An optimal solution we mean as a strategy $x^* \in X$ that the corresponding probabilistic vector is a maximal element under extension of the order $\omega $. The main problem of the article is development of method for finding of optimal solutions in considered model. In the case the sets $X$, $Y$, $A$ are finite, we propose some algorithm for solving of this problem. Every step of the algorithm is based on the check of solvability some finite system of linear inequalities.
Keywords:
decision making under risk, extension of order relation, ordinal core.
Citation:
Viktor V. Rozen, “Mathematical models of decision making under risk with ordered outcomes”, Mat. Teor. Igr Pril., 8:3 (2016), 20–33
Linking options:
https://www.mathnet.ru/eng/mgta183 https://www.mathnet.ru/eng/mgta/v8/i3/p20
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Abstract page: | 440 | Full-text PDF : | 163 | References: | 50 |
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