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Type | Journal Article |
Scope | Discipline-based scholarship |
Title | Metric regularity in convex semi-infinite optimization under canonical perturbations |
Organization Unit | |
Authors |
|
Item Subtype | Original Work |
Refereed | Yes |
Status | Published in final form |
Language |
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Journal Title | SIAM Journal on Optimization |
Publisher | Society for Industrial and Applied Mathematics |
Geographical Reach | international |
ISSN | 1052-6234 |
Volume | 18 |
Number | 3 |
Page Range | 717 - 732 |
Date | 2007 |
Abstract Text | This paper is concerned with the Lipschitzian behavior of the optimal set of convex semi-infinite optimization problems under continuous perturbations of the right hand side of the constraints and linear perturbations of the objective function. In this framework we provide a sufficient condition for the metric regularity of the inverse of the optimal set mapping. This condition consists of the Slater constraint qualification, together with a certain additional requirement in the Karush-Kuhn-Tucker conditions. For linear problems this sufficient condition turns out to be also necessary for the metric regularity, and it is equivalent to some well-known stability concepts. |
Related URLs | |
Digital Object Identifier | 10.1137/060658345 |
Other Identification Number | merlin-id:1200 |
PDF File | Download from ZORA |
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Additional Information | Copyright © 2007, Society for Industrial and Applied Mathematics |