Lipschitz behavior of convex semi-infinite optimization problems: A variational approach

Cánovas, M.J.; Hantoute, A.; J. Parra; López, M.A.

Keywords: metric regularity, convex semi-infinite programming, Lipschitz modulus, Optimal set

Abstract

In this paper we make use of subdifferential calculus and other variational techniques, traced out from [Ioffe, A.D.: Metric regularity and subdifferential calculus. Uspekhi Mat. Nauk 55, 3(333), 103–162; Engligh translation Math. Surveys 55, 501–558 (2000); Ioffe, A.D.: On rubustness of the regularity property of maps. Control cybernet 32, 543–554 (2003)], to derive different expressions for the Lipschitz modulus of the optimal set mapping of canonically perturbed convex semi-infinite optimization problems. In order to apply this background for obtaining the modulus of metric regularity of the associated inverse multifunction, we have to analyze the stable behavior of this inverse mapping. In our semi-infinite framework this analysis entails some specific technical difficulties. We also provide a new expression of a global variational nature for the referred regularity modulus.

Más información

Título de la Revista: JOURNAL OF GLOBAL OPTIMIZATION
Volumen: 41
Número: 1
Editorial: Springer
Fecha de publicación: 2008
Página de inicio: 1
Página final: 13
Idioma: English
Financiamiento/Sponsor: This research has been partially supported by grants MTM2005-08572-C03 (01-02), MTM2006-27491-E from MEC (Spain) and FEDER (E.U.), and ACOMP/2007/247-292, from Generalitat Valenciana (Spain).
DOI:

DOI 10.1007/s10898-007-9205-6

Notas: ISI