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Theoretical challenges towards cutting-plane selection
While many classes of cutting-planes are at the disposal of integer programming solvers, our
scientific understanding is far from complete with regards to cutting-plane selection, ie, the …
scientific understanding is far from complete with regards to cutting-plane selection, ie, the …
Analysis of sparse cutting planes for sparse milps with applications to stochastic milps
In this paper, we present an analysis of the strength of sparse cutting planes for mixed
integer linear programs (MILP) with sparse formulations. We examine three kinds of …
integer linear programs (MILP) with sparse formulations. We examine three kinds of …
On the power and limitations of branch and cut
The Stabbing Planes proof system was introduced to model the reasoning carried out in
practical mixed integer programming solvers. As a proof system, it is powerful enough to …
practical mixed integer programming solvers. As a proof system, it is powerful enough to …
New SOCP relaxation and branching rule for bipartite bilinear programs
A bipartite bilinear program (BBP) is a quadratically constrained quadratic optimization
problem where the variables can be partitioned into two sets such that fixing the variables in …
problem where the variables can be partitioned into two sets such that fixing the variables in …
Approximating the Gomory Mixed-Integer Cut Closure Using Historical Data
Many operations related optimization problems involve repeatedly solving similar mixed
integer linear programming (MILP) instances with the same constraint matrix but differing …
integer linear programming (MILP) instances with the same constraint matrix but differing …
Multi-cover inequalities for totally-ordered multiple knapsack sets: theory and computation
We propose a method to generate cutting-planes from multiple covers of knapsack
constraints. The covers may come from different knapsack inequalities if the weights in the …
constraints. The covers may come from different knapsack inequalities if the weights in the …
On obtaining the convex hull of quadratic inequalities via aggregations
A classical approach for obtaining valid inequalities for a set involves the analysis of
relaxations constructed using aggregations of the inequalities that describe such a set …
relaxations constructed using aggregations of the inequalities that describe such a set …
Aggregations of quadratic inequalities and hidden hyperplane convexity
We study properties of the convex hull of a set described by quadratic inequalities. A simple
way of generating inequalities valid on is to take nonnegative linear combinations of the …
way of generating inequalities valid on is to take nonnegative linear combinations of the …
Lifting convex inequalities for bipartite bilinear programs
The goal of this paper is to derive new classes of valid convex inequalities for quadratically
constrained quadratic programs (QCQPs) through the technique of lifting. Our first main …
constrained quadratic programs (QCQPs) through the technique of lifting. Our first main …
Aggregation of Bilinear Bipartite Equality Constraints and its Application to Structural Model Updating Problem
SS Dey, D Han, Y Wang - arxiv preprint arxiv:2410.14163, 2024 - arxiv.org
In this paper, we study the strength of convex relaxations obtained by convexification of
aggregation of constraints for a set $ S $ described by two bilinear bipartite equalities …
aggregation of constraints for a set $ S $ described by two bilinear bipartite equalities …