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Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning

2 May 2022

Papers citing "Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning"

4 / 4 papers shown

Title
ICNN-enhanced 2SP: Leveraging input convex neural networks for solving two-stage stochastic programming Yu Liu Fabricio Oliveira 81 1 0 08 May 2025
Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize Ilias Mitrai P. Daoutidis AI4CE 62 5 0 10 Oct 2023
Neur2SP: Neural Two-Stage Stochastic Programming Justin Dumouchelle R. Patel Elias Boutros Khalil Merve Bodur 124 28 0 20 May 2022
Reinforcement Learning for Freight Booking Control Problems Justin Dumouchelle Emma Frejinger Andrea Lodi 63 1 0 29 Jan 2021