Majorization-minimization procedures and convergence of SQP methods for semi-algebraic and tame programs

Jérôme Bolte, Edouard Pauwels

In view of solving nonsmooth and nonconvex problems involving complex constraints (like standard NLP problems), we study general maximization-minimization procedures produced by fa…