Adeyemi D. Adeoye

A proximal augmented Lagrangian method for nonconvex optimization with equality and inequality constraints

Abstract We propose an inexact proximal augmented Lagrangian method (P-ALM) for solving nonconvex structured optimization problems. The proposed method features an easily implementable rule not only for updating the penalty parameters, but also for adaptively tuning the proximal...