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Sampling methods for multi-stage robust optimization problems

Published in Annals of Operations Research • Mar 19, 2025
NobleIDNI7P28W99R76S06
Authors:
Francesca Maggioni
,
Fabrizio Dabbene
,
Georg Ch. Pflug

Abstract

Abstract In this paper, we consider multi-stage robust optimization problems of the minimax type. We assume that the total uncertainty set is the cartesian product of stagewise compact uncertainty sets and approximate the given problem by a sampled subproblem. Instead of looking for the worst case a...

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