Search Results for author: Léo Baty

Found 2 papers, 2 papers with code

Combinatorial Optimization enriched Machine Learning to solve the Dynamic Vehicle Routing Problem with Time Windows

1 code implementation3 Apr 2023 Léo Baty, Kai Jungel, Patrick S. Klein, Axel Parmentier, Maximilian Schiffer

With the rise of e-commerce and increasing customer requirements, logistics service providers face a new complexity in their daily planning, mainly due to efficiently handling same day deliveries.

Combinatorial Optimization Stochastic Optimization

Learning with Combinatorial Optimization Layers: a Probabilistic Approach

5 code implementations27 Jul 2022 Guillaume Dalle, Léo Baty, Louis Bouvier, Axel Parmentier

We demonstrate its abilities using a pathfinding problem on video game maps as guiding example, as well as three other applications from operations research.

Combinatorial Optimization

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