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Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows.

, , , , and . Transp. Sci., 58 (4): 708-725 (2024)

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A mathematical framework for delay analysis in single source networks., , , and . ACC, page 4603-4609. IEEE, (2015)Learning When to Use a Decomposition., , and . CPAIOR, volume 10335 of Lecture Notes in Computer Science, page 202-210. Springer, (2017)Structured learning based heuristics to solve the single machine scheduling problem with release times and sum of completion times., and . Eur. J. Oper. Res., 305 (3): 1032-1041 (2023)Algorithms for Non-Linear and Stochastic Resource Constrained Shortest Paths.. CoRR, (2015)CF-OPT: Counterfactual Explanations for Structured Prediction., , , and . ICML, OpenReview.net, (2024)Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles., , and . CPAIOR (1), volume 14742 of Lecture Notes in Computer Science, page 293-309. Springer, (2024)Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems., , , and . CoRR, (2024)Shift Planning Under Delay Uncertainty at Air France: A Vehicle-Scheduling Problem with Outsourcing., and . Transp. Sci., 54 (4): 956-972 (2020)Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs., , , and . CoRR, (2023)Algorithms for non-linear and stochastic resource constrained shortest path.. Math. Methods Oper. Res., 89 (2): 281-317 (2019)