Kim-Chuan Toh

A Preconditioned Augmented Lagrangian Method for Solving Semidefinite Programming Problems

In this work, we propose a preconditioned augmented Lagrangian method (ALM) for solving semidefinite programming (SDP) problems. The preconditioner is implemented via a weighted penalty function in the ALM subproblem, with the weight matrix derived from the projection operator on...