Chordal decomposition in operator-splitting methods for sparse semidefinite programs

Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding

(2016) Brendan O’Donoghue et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Optimal Parameter Selection for the Alternating Direction Method of Multipliers (ADMM): Quadratic Problems

(2015) Euhanna Ghadimi et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Decomposition Methods for Sparse Matrix Nearness Problems

(2015) Yifan Sun et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Decomposition in Conic Optimization with Partially Separable Structure

(2014) Yifan Sun et al.   SIAM JOURNAL ON OPTIMIZATION

Distributed Optimal Power Flow for Smart Microgrids

(2013) Emiliano Dall'Anese et al.   IEEE Transactions on Smart Grid

A direct proof for the matrix decomposition of chordal-structured positive semidefinite matrices

(2010) Naonori Kakimura   LINEAR ALGEBRA AND ITS APPLICATIONS

Exploiting sparsity in linear and nonlinear matrix inequalities via positive semidefinite matrix completion

(2010) Sunyoung Kim et al.   MATHEMATICAL PROGRAMMING

A Newton-CG Augmented Lagrangian Method for Semidefinite Programming

(2010) Xin-Yuan Zhao et al.   SIAM JOURNAL ON OPTIMIZATION

Regularization Methods for Semidefinite Programming

(2009) Jérôme Malick et al.   SIAM JOURNAL ON OPTIMIZATION