Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy Learning

Zeren Huang, Wenhao Chen, Weinan Zhang, Chuhan Shi, Furui Liu, Hui-Ling Zhen, Mingxuan Yuan, Jianye Hao, Yong Yu 0001, Jun Wang 0012. Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy Learning. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part V. Volume 13717 of Lecture Notes in Computer Science, pages 377-392, Springer, 2022. [doi]

Abstract

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