Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization Problems

Huber, Marc; Raidl, Günther R.

doi:10.1007/978-3-030-95470-3_22

by Marc Huber, Günther R. Raidl

Reference:

Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization ProblemsMarc Huber, Günther R. RaidlMachine Learning, Optimization, and Data Science, LOD 2021 (Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Giorgio Jansen, Panos M. Pardalos, Giovanni Giuffrida, Renato Umeton, eds.), volume 13164 of LNCS, pages 283–298, 2022, Springer.

Bibtex Entry:

@inproceedings{huber-21,
  author = {Huber, Marc and Raidl, G{\"u}nther R.},
  title = {Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization Problems},
  booktitle = {Machine Learning, Optimization, and Data Science, LOD 2021},
  editor = {Nicosia, Giuseppe and Ojha, Varun and La Malfa, Emanuele and La Malfa, Gabriele and Jansen, Giorgio and Pardalos, Panos M. and Giuffrida, Giovanni and Umeton, Renato},
  series = {LNCS},
  publisher = {Springer},
  year = {2022},
  pages="283--298",
  volume = {13164},
  doi = {10.1007/978-3-030-95470-3_22},
  url={https://www.ac.tuwien.ac.at/files/pub/huber-21.pdf}
}