Systems | Information | Learning | Optimization

On the Existence of Compact Epsilon-Approximated Formulations for Knapsack in the Original Space

We show that there exists a family of Knapsack polytopes such that for each P in the family and each epsilon>0, any epsilon-approximated formulation of P in the original space R^n requires a number of inequalities that is super-polynomial in n. This answers a question by Bienstock and McClosky (2012). We also prove that, for any down-monotone polytope and any fixed epsilon > 0, an epsilon approximated formulation in the original space can be obtained with inequalities using at most O(log n) different coefficients. Joint work with Yuri Faenza.
April 29 @ 12:30
12:30 pm (1h)

Discovery Building, Orchard View Room

Laura Sanita