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ESAIM: Proc., 2007, Vol. 20, pp. 157-169
DOI: 10.1051/proc:072015
Bounded convergence of convex composed functions
M. Laghdir, R. Benabbou and N. BenkenzaDépartement de Mathématiques et Informatique, Faculté des Sciences. B.P 20, El-Jadida, Maroc
(Published online: 13 October 2007)
Abstract
In this paper we establish conditions that guarantee, in the setting of normed vector spaces, the bounded convergence (also called Attouch-Wets convergence) of convex composed functions.
We also provide applications to the convergence of multipliers of
families of constrained convex optimization and to the continuity
of inf-convolution and level sum operations.
Résumé
Dans ce papier nous établissons les conditions
garantissant, dans le cadre des espaces vectoriels normés, la
convergence des fonctions convexes composées au sens
d'Attouch-Wets. Nous appliquons ce résultat de stabilité
pour étudier la continuité des multiplicateurs de Lagrange
associés à une famille de problèmes de minimisation
convexes avec contraintes et aussi la continuité des
opérations inf-convolution et level sum.
Mathematics Subject Classification. 90C25, 49A50, 52A50
Key words: bounded convergence, Attouch-Wets topology, bounded Hausdorff topology, convex composed functions, constraint qualifications, preorder.
© EDP Sciences, ESAIM 2007
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