Combinatorial Optimization and Machine Learning for Dynamic Inventory Routing
Published in preprint, 2024
Recommended citation: Toni Greif, Louis Bouvier, Christoph M. Flath, Axel Parmentier, Sonja U. K. Rohmer, Thibaut Vidal, "Combinatorial Optimization and Machine Learning for Dynamic Inventory Routing" https://arxiv.org/abs/2402.04463
This preprint is about structured learning for combinatorial multistage stochastic optimization. We combine structured learning approaches with dataset aggregation to learn a policy for a dynamic and stochastic inventory routing problem.