Comparing different subgradient methods for solving convex optimization problems with functional constraints

Thi Lan Dinh, Ngoc Hoang Anh Mai

We consider the problem of minimizing a convex, nonsmooth function subject to a closed convex constraint domain. The methods that we propose are reforms of subgradient methods base…