Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model

1 February 2023

Papers citing "Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model"

6 / 6 papers shown

Title
Towards Foundation Models for Mixed Integer Linear Programming Sirui Li Janardhan Kulkarni Ishai Menache Cathy Wu Beibin Li 57 4 0 24 Feb 2025
Machine Learning for Cutting Planes in Integer Programming: A Survey Arnaud Deza Elias Boutros Khalil 25 24 0 17 Feb 2023
Learning to branch with Tree MDPs Lara Scavuzzo F. Chen Didier Chételat Maxime Gasse Andrea Lodi Neil Yorke-Smith K. Aardal AI4CE 37 51 0 23 May 2022
Adaptive Cut Selection in Mixed-Integer Linear Programming Mark Turner Thorsten Koch Felipe Serrano Michael Winkler 59 32 0 22 Feb 2022
ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation Zixuan Cao Yang Xu Zhewei Huang Shuchang Zhou 95 7 0 25 Jan 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 127 244 0 23 Dec 2020