Learning to Optimize for Mixed-Integer Non-linear Programming with Feasibility Guarantees

Bo Tang, Elias B. Khalil, Ján Drgoňa

Mixed-integer nonlinear programs (MINLPs) arise in domains such as energy systems, process engineering, and transportation, and are notoriously difficult to solve at scale due to t…