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math.OC2021★ 1 cited
A Hybrid Inverse Optimization-Stochastic Programming Framework for Network Protection
Stephanie Allen, Daria Terekhov, Steven A. Gabriel
Disaster management is a complex problem demanding sophisticated modeling approaches. We propose utilizing a hybrid method involving inverse optimization to parameterize the cost f…
math.OC2021
Using Inverse Optimization to Learn Cost Functions in Generalized Nash Games
Stephanie Allen, John P. Dickerson, Steven A. Gabriel
As demonstrated by Ratliff et al. (2014), inverse optimization can be used to recover the objective function parameters of players in multi-player Nash games. These games involve t…