Inexact proximal $\epsilon$-subgradient methods for composite convex optimization problems

Reinier Díaz Millán, Majela Pentón Machado

We present two approximate versions of the proximal subgradient method for minimizing the sum of two convex functions (not necessarily differentiable). The algorithms involve, at e…