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

Abstract

Full Citation:

Marc Huber, Günther R. Raidl. Learning Beam Search: Utilizing Machine Learning to Guide Beam Search for Solving Combinatorial Optimization Problems. Machine 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.

Günther Raidl
Günther Raidl

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