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: | Shapiro Alexander |
Keywords: | inventory, combinatorial optimization |
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.