Sanjeeb Dash, Ricardo Fukasawa, et al.
Mathematical Programming
We analyze different ways of constructing binary extended formulations of polyhedral mixed-integer sets with bounded integer variables and compare their relative strength with respect to split cuts. We show that among all binary extended formulations where each bounded integer variable is represented by a distinct collection of binary variables, what we call “unimodular” extended formulations are the strongest. We also compare the strength of some binary extended formulations from the literature. Finally, we study the behavior of branch-and-bound on such extended formulations and show that branching on the new binary variables leads to significantly smaller enumeration trees in some cases.
Sanjeeb Dash, Ricardo Fukasawa, et al.
Mathematical Programming
Oktay Günlük, Jeff Linderoth
Mathematical Programming
Dennis Wei, Sanjeeb Dash, et al.
ICML 2019
Amir Ali Ahmadi, Oktay Günlük
CDC 2015