Minimax and risk averse multistage stochastic programming

Minimax and risk averse multistage stochastic programming

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Article ID: iaor20122390
Volume: 219
Issue: 3
Start Page Number: 719
End Page Number: 726
Publication Date: Jun 2012
Journal: European Journal of Operational Research
Authors:
Keywords: inventory, combinatorial optimization
Abstract:

In this paper we study relations between the minimax, risk averse and nested formulations of multistage stochastic programming problems. In particular, we discuss conditions for time consistency of such formulations of stochastic problems. We also describe a connection between law invariant coherent risk measures and the corresponding sets of probability measures in their dual representation. Finally, we discuss a minimax approach with moment constraints to the classical inventory model.

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