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Article . 1998
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Limiting convex examples for nonconvex subdifferential calculus

Authors: Borwein, Jonathan M.; Zhu, Qiji J.;

Limiting convex examples for nonconvex subdifferential calculus

Abstract

In the last years, many results were presented regarding the calculus of limiting subdifferentials. Most of these results were formulated for finite-dimensional spaces. To extend these results to infinite-dimensional spaces, some additional assumptions (Lipschitz conditions, compactness conditions) are necessary. So the question arises, if these assertions remain true also without such conditions. In the present paper, the authors present some counterexamples which demonstrate that the answer is negative. In detail, the following assertions are discussed: \hskip 17mm \(*\) sum rule and chain rule for limiting subdifferentials, \hskip 17mm \(*\) Lagrange multiplier rule for constraint optimization problems, \hskip 17mm \(*\) sum rule and chain rule for coderivatives, \hskip 17mm \(*\) extremal principle of Mordukhovich, \hskip 17mm \(*\) open mapping theorem and metric regularity. All the examples are constructed for separable Banach spaces with convex functions and convex sets, respectively. So these examples can be used also for the discussion of more special types of subdifferentials. At the end of the paper, the authors give some remarks to create more general (nonconvex) examples for more general spaces.

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Australia
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Keywords

Calculus of functions on infinite-dimensional spaces, nonsmooth analysis, compactly Lipschitzian conditions, Nonsmooth analysis, open mapping theorem, sum rule, extremal principle, limiting subdifferentials, multiplier rules, chain rule, coderivatives, constraint optimization problems, subdifferentials, metric regularity

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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.
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