Speeding up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural Networks

Varga, Johannes; Karlsson, Emil; Raidl, Günther R.; Rönnberg, Elina; Lindsten, Fredrik; Rodemann, Tobias

by Johannes Varga, Emil Karlsson, Günther R. Raidl, Elina Rönnberg, Fredrik Lindsten, Tobias Rodemann

Reference:

Speeding up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural NetworksJohannes Varga, Emil Karlsson, Günther R. Raidl, Elina Rönnberg, Fredrik Lindsten, Tobias RodemannMachine Learning, Optimization, and Data Science. LOD 2023., 2023, Springer.Note: to appear

Bibtex Entry:

@inproceedings{varga_23b,
title={Speeding up Logic-Based Benders Decomposition by Strengthening Cuts with Graph Neural Networks},
author={Varga, Johannes and Karlsson, Emil and Raidl, G\"unther R. and R\"onnberg, Elina and Lindsten, Fredrik and Rodemann, Tobias},
booktitle={Machine Learning, Optimization, and Data Science. LOD 2023.},
year={2023},
url={https://www.ac.tuwien.ac.at/files/pub/varga_23b.pdf},
publisher={Springer},
searies={LNCS},
note={to appear},
}