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First- and Second-Order Asymptotic Analysis with Applications in Quasiconvex Optimization

  • F. Flores-Bazán
  • , N. Hadjisavvas
  • , F. Lara
  • , I. Montenegro
  • Universidad de Concepción
  • King Fahd University of Petroleum and Minerals

Research output: Contribution to journalArticlepeer-review

27 Scopus citations

Abstract

We use asymptotic analysis to describe in a more systematic way the behavior at the infinity of functions in the convex and quasiconvex case. Starting from the formulae for the first- and second-order asymptotic function in the convex case, we introduce similar notions suitable for dealing with quasiconvex functions. Afterward, by using such notions, a class of quasiconvex vector mappings under which the image of a closed convex set is closed, is introduced; we characterize the nonemptiness and boundedness of the set of minimizers of any lsc quasiconvex function; finally, we also characterize boundedness from below, along lines, of any proper and lsc function.

Original languageEnglish
Pages (from-to)372-393
Number of pages22
JournalJournal of Optimization Theory and Applications
Volume170
Issue number2
DOIs
StatePublished - 1 Aug 2016

Keywords

  • Asymptotic functions
  • Nonconvex optimization
  • Optimality conditions
  • Quasiconvexity
  • Second-order asymptotic functions and cones

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