Mixed ADMM

A Unified Alternating Direction Method of Multipliers by Majorization Minimization

We respectively present the unified frameworks of Gauss-Seidel ADMMs and Jacobian ADMMs, which use different historical information for the current updating. Our frameworks generalize previous ADMMs to solve the problems with non-separable objectives.