Solving Low-Rank Semidefinite Programs via Manifold Optimization

Jie Wang, Liangbing Hu

We propose a manifold optimization approach to solve linear semidefinite programs (SDP) with low-rank solutions, with an emphasis on SDP relaxations for polynomial optimization pro…