Alternating Direction Method of Multipliers for Linear Inverse Problems
Alternating Direction Method of Multipliers for Linear Inverse Problems
In this paper we propose an iterative method using alternating direction method of multipliers (ADMM) strategy to solve linear inverse problems in Hilbert spaces with a general convex penalty term. When the data is given exactly, we give a convergence analysis of our ADMM algorithm without assuming the existence of …