Stability of Error Bounds for Semi-infinite Convex Constraint Systems

  • Authors:
  • Huynh Van Ngai;Alexander Kruger;Michel Théra

  • Affiliations:
  • nghiakhiem@yahoo.com;a.kruger@ballarat.edu.au;michel.thera@unilim.fr

  • Venue:
  • SIAM Journal on Optimization
  • Year:
  • 2010

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Abstract

In this paper, we are concerned with the stability of the error bounds for semi-infinite convex constraint systems. Roughly speaking, the error bound of a system of inequalities is said to be stable if all its “small” perturbations admit a (local or global) error bound. We first establish subdifferential characterizations of the stability of error bounds for semi-infinite systems of convex inequalities. By applying these characterizations, we extend some results established by Azé and Corvellec [SIAM J. Optim., 12 (2002), pp. 913-927] on the sensitivity analysis of Hoffman constants to semi-infinite linear constraint systems.