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Some sufficient optimality conditions in nonsmooth analysis

journal contribution
posted on 2024-11-01, 06:43 authored by Andrew EberhardAndrew Eberhard, R Wenczel
This paper covers three different kinds of second-order sufficient conditions for identifying a strict local minimum of an extended-real-valued function. The different sufficient conditions are based on different second-order subdifferentials: the second-order lower Dini-directional derivative, and two different generalized derivatives (the graphical derivative and the coderivative) of the proximal subdifferential. The authors develop sufficient conditions of two kinds, based on the two generalized derivatives, and demonstrate when these conditions are implied by a sufficient condition based on the Dini-directional derivative. All three kinds of sufficient conditions are equivalent for infimal convolutions of lowersemicontinuous, prox-bounded functions.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1137/07068059X
  2. 2.
    ISSN - Is published in 10526234

Journal

SIAM Journal on Optimization

Volume

20

Issue

1

Start page

251

End page

296

Total pages

46

Publisher

Society for Industrial and Applied Mathematics

Place published

United States

Language

English

Copyright

Copyright American Mathematical Society 2009

Former Identifier

2006015922

Esploro creation date

2020-06-22

Fedora creation date

2010-12-13

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