Aug-PDG: Linear Convergence of Convex Optimization with Inequality Constraints

Min Meng, Xiuxian Li

This paper investigates the convex optimization problem with general convex inequality constraints. To cope with this problem, a discrete-time algorithm, called augmented primal-du…