42 citations · 160 across the 17 of their papers we have counts for
3 papers · 2 filters
Improving ADMMs for Solving Doubly Nonnegative Programs through Dual Factorization
Martina Cerulli, Marianna De Santis, Elisabeth Gaar +1
Alternating direction methods of multipliers (ADMMs) are popular approaches to handle large scale semidefinite programs that gained attention during the past decade. In this paper,…
EXPEDIS: An Exact Penalty Method over Discrete Sets
Nicolo Gusmeroli, Angelika Wiegele
We address the problem of minimizing a quadratic function subject to linear constraints over binary variables. We introduce the exact solution method called EXPEDIS where the const…
SDP-based branch-and-bound for non-convex quadratic integer optimization
Christoph Buchheim, Maribel Montenegro, Angelika Wiegele
Semidefinite programming (SDP) relaxations have been intensively used for solving discrete quadratic optimization problems, in particular in the binary case. For the general non-co…