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https://dx.doi.org/10.48550/ar...
Article . 2022
License: CC BY NC SA
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Research . 2022
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On the directional asymptotic approach in optimization theory Part A: approximate, M-, and mixed-order stationarity

Authors: Benko, Matús; Mehlitz, Patrick;

On the directional asymptotic approach in optimization theory Part A: approximate, M-, and mixed-order stationarity

Abstract

We show that, for a fixed order $γ\geq 1$, each local minimizer of a rather general nonsmooth optimization problem in Euclidean spaces is either M-stationary in the classical sense (corresponding to stationarity of order $1$), satisfies stationarity conditions in terms of a coderivative construction of order $γ$, or is approximately stationary with respect to a critical direction as well as $γ$ in a certain sense. By ruling out the latter case with a constraint qualification not stronger than directional metric subregularity, we end up with new necessary optimality conditions comprising a mixture of limiting variational tools of order $1$ and $γ$. These abstract findings are carved out for the broad class of geometric constraints. As a byproduct, we obtain new constraint qualifications ensuring M-stationarity of local minimizers. The paper closes by illustrating these results in the context of standard nonlinear, complementarity-constrained, and nonlinear semidefinite programming.

41 pages

Keywords

math.OC, 49J52, 49J53, 49K27, 90C22, 90C30, 90C33, 101016 Optimisation, 49K27, 90C30, 90C22, 90C33, 101015 Operations Research, Optimization and Control (math.OC), 101015 Operations research, FOS: Mathematics, 101016 Optimierung, 49J52, Mathematics - Optimization and Control, 49J53

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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