Nonconvex Lagrangian-Based Optimization: Monitoring Schemes and Global Convergence
Nonconvex Lagrangian-Based Optimization: Monitoring Schemes and Global Convergence
We introduce a novel approach addressing global analysis of a difficult class of nonconvex-nonsmooth optimization problems within the important framework of Lagrangian-based methods. This genuine nonlinear class captures many problems in modern disparate fields of applications. It features complex geometries, qualification conditions, and other regularity properties do not hold everywhere. …