most citedScore Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning

4 citations · 5 across the 3 of their papers we have counts for

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math.OC2023

Leveraging Contextual Information for Robustness in Vehicle Routing Problems

Ali İrfan Mahmutoğulları, Tias Guns

We investigate the benefit of using contextual information in data-driven demand predictions to solve the robust capacitated vehicle routing problem with time windows. Instead of e…

math.OC2017★ 1 cited

Multi-objective risk-averse two-stage stochastic programming problems

Çağın Ararat, Özlem Çavuş, Ali İrfan Mahmutoğulları

We consider a multi-objective risk-averse two-stage stochastic programming problem with a multivariate convex risk measure. We suggest a convex vector optimization formulation with…