49 citations · 50 across the 3 of their papers we have counts for
3 papers
math.OC2015
An Efficient Inexact ABCD Method for Least Squares Semidefinite Programming
Defeng Sun, Kim-Chuan Toh, Liuqin Yang
We consider least squares semidefinite programming (LSSDP) where the primal matrix variable must satisfy given linear equality and inequality constraints, and must also lie in the…
math.OC2014★ 1 cited
SDPNAL: A Majorized Semismooth Newton-CG Augmented Lagrangian Method for Semidefinite Programming with Nonnegative Constraints
Liuqin Yang, Defeng Sun, Kim-Chuan Toh
In this paper, we present a majorized semismooth Newton-CG augmented Lagrangian method, called SDPNAL, for semidefinite programming (SDP) with partial or full nonnegative constr…
math.OC2014★ 49 cited
A Convergent 3-Block Semi-Proximal Alternating Direction Method of Multipliers for Conic Programming with -Type of Constraints
Defeng Sun, Kim-Chuan Toh, Liuqin Yang
The objective of this paper is to design an efficient and convergent alternating direction method of multipliers (ADMM) for finding a solution of medium accuracy to conic programmi…