Learning to Configure Separators in Branch-and-Cut

8 November 2023

Papers citing "Learning to Configure Separators in Branch-and-Cut"

8 / 8 papers shown

Title
Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming Haoyang Liu Jie Wang Zijie Geng Xijun Li Yuxuan Zong Fangzhou Zhu Jianye Hao Feng Wu 58 2 0 03 Mar 2025
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 55 3 0 24 Feb 2025
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling Sirui Li Wenbin Ouyang Yining Ma Cathy Wu 45 0 0 18 Feb 2025
Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming Lara Scavuzzo K. Aardal Andrea Lodi Neil Yorke-Smith 51 19 0 08 Feb 2024
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality Niki Triantafyllou M. Papathanasiou 26 4 0 17 Jan 2024
Learning to branch with Tree MDPs Lara Scavuzzo F. Chen Didier Chételat Maxime Gasse Andrea Lodi Neil Yorke-Smith K. Aardal AI4CE 35 51 0 23 May 2022
Adaptive Cut Selection in Mixed-Integer Linear Programming Mark Turner Thorsten Koch Felipe Serrano Michael Winkler 52 32 0 22 Feb 2022
Solving Mixed Integer Programs Using Neural Networks Vinod Nair Sergey Bartunov Felix Gimeno Ingrid von Glehn Pawel Lichocki ... Pushmeet Kohli Ira Ktena Yujia Li Oriol Vinyals Yori Zwols 119 243 0 23 Dec 2020