The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems

4 July 2022

Papers citing "The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems"

6 / 6 papers shown

Title
A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks Yaochu Jin Xueming Yan Shiqing Liu Xiangyu Wang 34 3 0 19 Jun 2024
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling Jiawei Lu Tinghan Ye Wenbo Chen Pascal Van Hentenryck AI4TS 12 0 0 08 Jan 2024
A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation Haofeng Yuan Lichang Fang Shiji Song 14 1 0 21 Dec 2023
Enhancing Column Generation by Reinforcement Learning-Based Hyper-Heuristic for Vehicle Routing and Scheduling Problems Kuan Xu Li Shen Lindong Liu 11 4 0 15 Oct 2023
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 173 907 0 02 Mar 2020
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 217 1,726 0 09 Jun 2018