Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates

Kyle Mana, Fernando Acero, Stephen Mak +4

Discrete optimization belongs to the set of $\mathcal{NP}$-hard problems, spanning fields such as mixed-integer programming and combinatorial optimization. A current standard appro…