Semidefinite representable reformulations for two variants of the trust-region subproblem

S Kelly, Y Ouyang, B Yang - Operations Research Letters, 2023 - Elsevier
Motivated by encouraging numerical results in Eltved and Burer (2023)[13], in this note we
consider two specific variants of the trust-region subproblem and provide exact semidefinite …

Minimizing Pentagons in the Plane through Automated Reasoning

B Subercaseaux, J Mackey, MJH Heule… - arXiv preprint arXiv …, 2023 - arxiv.org
We study $\mu_5 (n) $, the minimum number of convex pentagons induced by $ n $ points
in the plane in general position. Despite a significant body of research in understanding …

Affine FR: an Effective Facial Reduction Algorithm for Semidefinite Relaxations of Combinatorial Problems

H Hu, B Yang - arXiv preprint arXiv:2402.11796, 2024 - arxiv.org
We develop a new method called affine FR for recovering Slater's condition for semidefinite
programming (SDP) relaxations of combinatorial optimization (CO) problems. Affine FR is a …

[PDF][PDF] A note on semidefinite representable reformulations for two variants of the trust-region subproblem

S Kelly, Y Ouyang, B Yang - Manuscript, School of …, 2022 - optimization-online.org
Motivated by encouraging numerical results in [13], in this note we consider two specific
variants of the trust-region subproblem and provide exact semidefinite representable …

Applications of Conic Programming Reformulations

S Kelly - 2024 - tigerprints.clemson.edu
In general, convex programs have nicer properties than nonconvex programs. Notably, in a
convex program, every locally optimal solution is also globally optimal. For this reason, there …

[PDF][PDF] FACIAL REDUCTION FOR THE SHOR SDP RELAXATION OF QCQPS.

HAO HU, X LI - Applied Set-Valued Analysis & Optimization, 2023 - asvao.biemdas.com
We propose a special facial reduction algorithm (FRA) for the Shor semidefinite
programming (SDP) relaxation of the quadratically constrained quadratic program (QCQP) …

[PDF][PDF] Affine FR: an effective facial reduction algorithm for semidefinite

H Hu, B Yang - optimization-online.org
We develop a new method called affine FR for recovering Slater's condition for semidefinite
8 programming (SDP) relaxations of combinatorial optimization (CO) problems. Affine FR is …