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SIAM Journal on Control and Optimization
Article . 1987 . Peer-reviewed
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Second-Order Necessary Conditions in Constrained Semismooth Optimization

Second-order necessary conditions in constrained semismooth optimization
Authors: Chaney, Robin W.;

Second-Order Necessary Conditions in Constrained Semismooth Optimization

Abstract

The author considers a finite-dimensional nonlinear programming problem of standard form, i.e. having a finite number of equality and inequality constraints. All the functions appearing in the problem are assumed to be semismooth in the sense of \textit{R. Mifflin} [ibid. 15, 959-972 (1977; Zbl 0376.90081)]. The main theorem provides first- and second-order necessary optimality conditions which are stated in terms of the generalized gradients of F. H. Clarke and the upper second-order directional derivatives introduced by the author in his earlier paper [Second-order directional derivatives for nonsmooth functions. J. Math. Anal. Appl. (to appear)]. These conditions do not require any constraint qualification. If all the functions are of class \(C^ 2\), then the theorem reduces to Theorem 3.2 of \textit{A. Ben-Tal} [J. Optimization Theory Appl. 31, 143-165 (1980; Zbl 0416.90062)]. The author also gives an example showing that the upper second-order directional derivative appearing in the main theorem cannot be replaced by the lower one.

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Keywords

generalized gradients, Nonlinear programming, first- and second-order necessary optimality conditions, Nonsmooth analysis, Continuity and differentiation questions, Optimality conditions for free problems in two or more independent variables, semismooth, upper second-order directional derivatives

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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!
35
Top 10%
Top 10%
Top 10%
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