28 juillet 2025 à 1 août 2025
Fuseau horaire Europe/Paris

Intuitive and Fast Algorithms for Two-Stage Distributionally Robust Optimization

28 juil. 2025, 16:30
30m
F103

F103

Invited talk (Distributionally) robust optimization (Distributionally) Robust Optimization

Orateur

Bo Zeng (University of Pittsburgh)

Description

Distributionally robust optimization (DRO) has been recognized as a powerful optimization scheme to handle random factors in decision making. The mainstream solution methods are generally based on duality theory, which might be technically challenging and less intuitive. In this talk, we consider two-stage DRO from the primal perspective, and develop a corresponding decomposition algorithm (and its variants). It is easy to implement and also demonstrates a strong capacity in computing two-stage DRO.

Authors

Bo Zeng (University of Pittsburgh) M. Zhengsong Lu (University of Pittsburgh)

Documents de présentation

Aucun document.