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20182026
most citedConstrained composite optimization and augmented Lagrangian methods

30 citations · 92 across the 38 of their papers we have counts for

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5 papers · 1 filter

math.OC2026

A penalty-type method for relaxed inverse optimal control problems

Floriane Mefo Kue, Patrick Mehlitz, Thorsten Raasch

This paper is devoted to the introduction and analysis of a penalty-type method for the numerical treatment of a class of bilevel optimization problems arising from inverse optimal…

math.OC2026

Elastically safeguarded augmented Lagrangian methods

Ernesto G. Birgin, Alberto De Marchi, Patrick Mehlitz

We investigate, theoretically and numerically, a class of elastically safeguarded augmented Lagrangian methods for nonlinear optimization problems with inequality and equality cons…

math.OC2026

On directional local minimality and directional optimality conditions in nonsmooth optimization

Timm Baake, Patrick Mehlitz

This paper considers the unconstrained minimization of a lower semicontinuous function. Exploiting first and second subderivatives, directional limiting subdifferentials, and direc…

math.OC2026

Uniqueness and stability of Lagrange multipliers and associated qualification conditions

Patrick Mehlitz, Gerd Wachsmuth

This paper is concerned with uniqueness and stability of Lagrange multipliers for constrained optimization problems in abstract spaces. It is well known that validity of the strict…

math.OC2026

Approximate directional stationarity and associated qualification conditions

Isabella Käming, Patrick Mehlitz

Approximate stationarity conditions provide necessary optimality conditions without requiring additional assumptions by demanding that a perturbed stationarity system possesses sol…