
arXiv: 2204.13932
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
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
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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