4.6 Article

ON DIRECTIONAL METRIC SUBREGULARITY AND SECOND-ORDER OPTIMALITY CONDITIONS FOR A CLASS OF NONSMOOTH MATHEMATICAL PROGRAMS

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SIAM JOURNAL ON OPTIMIZATION
卷 23, 期 1, 页码 632-665

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SIAM PUBLICATIONS
DOI: 10.1137/120891216

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metric subregularity; second-order optimality conditions; generalized polyhedral multifunctions

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We study infinite dimensional optimization problems where the constraint mapping is given as the sum of a smooth function and a generalized polyhedral multifunction, e. g., the normal cone mapping of a convex polyhedral set. By using advanced techniques of variational analysis we obtain first-order and second-order characterizations, both necessary and sufficient, for directional metric subregularity of the constraint mapping. These results are used to obtain second-order optimality conditions for the optimization problem.

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