Learning When to Use a Decomposition

2017

100 citations recorded by the source corpus.

Subfields: Computational Theory and Mathematics, Numerical Analysis, Software

Citations in the corpus

• Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon (2018, unknown): “We end this section by noting that an ML model used for learning some representation may in turn use as features pieces of information given by another CO algorithm, such as the decomposition statistics used in Kruber et al. (2017), or the LP information in Bonami et al. (2018).”
• Machine Learning in Airline Crew Pairing to Construct Initial Clusters for Dynamic Constraint Aggregation (2020, unknown): “An example can be found in Kruber et al. [12] for solving mixed-integer linear program (MILP) problems.”