Speeding Up Mixed-Integer Programming Solvers with Sparse Learning for Branching

Selin Bayramoğlu, George L Nemhauser, Nikolaos V Sahinidis

Machine learning is increasingly used to improve decisions within branch-and-bound algorithms for mixed-integer programming. Many existing approaches rely on deep learning, which o…