GPU Acceleration of ADMM for Large-Scale Quadratic Programming

Michel Schubiger, Goran Banjac, John Lygeros

The alternating direction method of multipliers (ADMM) is a powerful operator splitting technique for solving structured convex optimization problems. Due to its relatively low per…