Learning to Cut via Hierarchical Sequence/Set Model for Efficient
Mixed-Integer Programming

Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming

19 April 2024

Mingxuan Yuan

Papers citing "Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming"

5 / 5 papers shown

Title
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 50 32 0 22 Feb 2022
ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation Zixuan Cao Yang Xu Zhewei Huang Shuchang Zhou 84 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 109 243 0 23 Dec 2020
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 69 1,449 0 29 Nov 2016