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

Abstract

Full Citation:

Huber, Marc, Raidl, Günther R.. Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization Problems. Machine Learning, Optimization, and Data Science, LOD 2021 (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), volume 13164 of LNCS, pages 283-298, 2022, Springer.

Günther Raidl

Günther Raidl is a Professor at the Algorithms and Complexity Group.