Learning Primal Heuristics for Mixed Integer Programs

Learning Primal Heuristics for Mixed Integer Programs

2 July 2021

Andrew Craig Eberhard

Papers citing "Learning Primal Heuristics for Mixed Integer Programs"

12 / 12 papers shown

Title
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs Ziang Chen Xiaohan Chen Jialin Liu Xinshang Wang Wotao Yin 43 4 0 09 Jun 2024
Adaptive Stabilization Based on Machine Learning for Column Generation Yunzhuang Shen Yuan Sun Xiaodong Li Zhiguang Cao Andrew Craig Eberhard Guangquan Zhang 52 0 0 18 May 2024
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks M. Seyfi Amin Banitalebi-Dehkordi Zirui Zhou Yong Zhang 43 4 0 23 Nov 2023
Threshold-aware Learning to Generate Feasible Solutions for Mixed Integer Programs Taehyun Yoon Jinwon Choi Hyokun Yun Sungbin Lim 16 0 0 01 Aug 2023
Enhancing Constraint Programming via Supervised Learning for Job Shop Scheduling Yuan Sun Su Nguyen D. Thiruvady Xiaodong Li Andreas T. Ernst U. Aickelin 12 2 0 26 Nov 2022
On Representing Mixed-Integer Linear Programs by Graph Neural Networks Ziang Chen Jialin Liu Xinshang Wang Jian Lu W. Yin AI4CE 29 16 0 19 Oct 2022
On Representing Linear Programs by Graph Neural Networks Ziang Chen Jialin Liu Xinshang Wang Jian Lu W. Yin AI4CE 60 31 0 25 Sep 2022
Grid-SiPhyR: An end-to-end learning to optimize framework for combinatorial problems in power systems R. Haider Anuradha M. Annaswamy 28 2 0 11 Jun 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 34 72 0 06 Mar 2022
Confidence Threshold Neural Diving Taehyun Yoon 17 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
Boosting Ant Colony Optimization via Solution Prediction and Machine Learning Yuan Sun Sheng Wang Yunzhuang Shen Xiaodong Li Andreas T. Ernst M. Kirley 22 28 0 29 Jul 2020