Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming

8 February 2024

Papers citing "Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming"

7 / 7 papers shown

Title
Coherent Local Explanations for Mathematical Optimization Daan Otto Jannis Kurtz S. Ilker Birbil 51 0 0 07 Feb 2025
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks M. Seyfi Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 25 4 0 23 Nov 2023
On Representing Linear Programs by Graph Neural Networks Ziang Chen Jialin Liu Xinshang Wang Jian Lu W. Yin AI4CE 42 31 0 25 Sep 2022
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 36 28 0 22 Feb 2022
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework Elias Boutros Khalil Pashootan Vaezipoor B. Dilkina 28 18 0 16 Oct 2021
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 107 238 0 23 Dec 2020