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20182026
most citedConstrained composite optimization and augmented Lagrangian methods

30 citations · 43 across the 28 of their papers we have counts for

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Showing 2020 · math.OCShow all

6 papers · 2 filters

math.OC2020

On implicit variables in optimization theory

Matúš Benko, Patrick Mehlitz

Implicit variables of a mathematical program are variables which do not need to be optimized but are used to model feasibility conditions. They frequently appear in several differe…

math.OC2020

Calmness and Calculus: Two Basic Patterns

Matúš Benko, Patrick Mehlitz

We establish two types of estimates for generalized derivatives of set-valued mappings which carry the essence of two basic patterns observed troughout the pile of calculus rules.…

math.OC2020

Asymptotic stationarity and regularity for nonsmooth optimization problems

Patrick Mehlitz

Based on the tools of limiting variational analysis, we derive a sequential necessary optimality condition for nonsmooth mathematical programs which holds without any additional as…

math.OC2020

R-regularity of set-valued mappings under the relaxed constant positive linear dependence constraint qualification with applications to parametric and bilevel optimization

Patrick Mehlitz, Leonid I. Minchenko

The presence of Lipschitzian properties for solution mappings associated with nonlinear parametric optimization problems is desirable in the context of stability analysis or bileve…

math.OC2020

A note on partial calmness for bilevel optimization problems with linearly structured lower level

Patrick Mehlitz, Leonid I. Minchenko, Alain B. Zemkoho

Partial calmness is a celebrated but restrictive property of bilevel optimization problems whose presence opens a way to the derivation of Karush--Kuhn--Tucker-type necessary optim…

math.OC2020

Reformulation of the M-stationarity conditions as a system of discontinuous equations and its solution by a semismooth Newton method

Felix Harder, Patrick Mehlitz, Gerd Wachsmuth

We show that the Mordukhovich-stationarity system associated with a mathematical program with complementarity constraints (MPCC) can be equivalently written as a system of disconti…