Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding

Brendan O'Donoghue, Eric Chu, Neal Parikh +1

We introduce a first order method for solving very large convex cone programs. The method uses an operator splitting method, the alternating directions method of multipliers, to so…