Joint Research Center

A stochastic Lagrangian-based method for nonconvex optimization with nonlinear constraints

Abstract The Augmented Lagrangian Method (ALM) is one of the most common approaches for solving linear and nonlinear constrained problems. However, for nonconvex objectives, the handling of nonlinear inequality constraints remains challenging. In this paper, we propose a stochast...