Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming

18 February 2021

Papers citing "Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming"

7 / 7 papers shown

Title
RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks Tae-Hoon Lee Min-Soo Kim 81 0 0 29 Nov 2024
Leveraging Large Language Models for Solving Rare MIP Challenges Teng Wang Wing-Yin Yu Ruifeng She Wenhan Yang Taijie Chen Jianping Zhang AI4CE 29 5 0 03 Sep 2024
Artificial Intelligence for Operations Research: Revolutionizing the Operations Research Process Zhenan Fan Bissan Ghaddar Xinglu Wang Linzi Xing Yong Zhang Zirui Zhou AI4CE 50 11 0 06 Jan 2024
Structured Q-learning For Antibody Design Alexander I. Cowen-Rivers P. Gorinski Aivar Sootla Asif R. Khan Liu Furui Jun Wang Jan Peters H. Ammar OffRL OnRL 24 3 0 10 Sep 2022
A Survey for Solving Mixed Integer Programming via Machine Learning Jiayi Zhang Chang-rui Liu Junchi Yan Xijun Li Hui-Ling Zhen M. Yuan AI4CE 32 72 0 06 Mar 2022
Confidence Threshold Neural Diving Taehyun Yoon 15 5 0 15 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 119 244 0 23 Dec 2020