A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability

The author proposes G2MILP, the first deep generative framework for MILP instances, to generate novel and realistic MILP instances without expert-designed formulations, enhancing MILP solvers under limited data availability.