Mingda Zhu

MILP-FBGen: LP/MILP Instance Generation with Feasibility/Boundedness

Machine learning (ML) has been actively adopted in Linear Programming (LP) and Mixed-Integer Linear Programming (MILP), whose potential is hindered by instance scarcity. Current synthetic instance generation methods often fall short in closely mirroring the distribution of original datasets or ensur…