Category Archives: Scientifics Events

Dr. Robert Csetnek, University of Vienna and STAR-UBB Institute Advanced Fellowship: Approaching nonsmooth optimization problems by splitting methods: theory, algorithms and applications

Dr. Robert Csetnek, University of Vienna and STAR-UBB Institute Advanced Fellowship: Approaching nonsmooth optimization problems by splitting methods: theory, algorithms and applications
Abstract: The aim of this lecture is to introduce the main tools and techniques specific to variational analysis which are required to solve nonsmooth optimization and monotone inclusion problems. The main theoretical aspects to be presented are: elements of convex analysis, duality theory for convex optimization problems, regularity and optimality conditions, elements of monotone operator