Constraint qualifications for semi-infinite systems of convex inequalities

Citation
W. Li et al., Constraint qualifications for semi-infinite systems of convex inequalities, SIAM J OPTI, 11(1), 2000, pp. 31-52
Citations number
19
Categorie Soggetti
Mathematics
Journal title
SIAM JOURNAL ON OPTIMIZATION
ISSN journal
10526234 → ACNP
Volume
11
Issue
1
Year of publication
2000
Pages
31 - 52
Database
ISI
SICI code
1052-6234(20000824)11:1<31:CQFSSO>2.0.ZU;2-J
Abstract
We introduce and study the Abadie constraint qualification, the weak Psheni chnyi-Levin-Valadier property, and related constraint qualifications for se mi-infinite systems of convex inequalities and linear inequalities. Our mai n results are new characterizations of various constraint qualifications in terms of upper semicontinuity of certain multifunctions. Also, we give som e applications of constraint qualifications to linear representations of co nvex inequality systems, to convex Farkas-Minkowski systems, and to formula s for the distance to the solution set. Some of our concepts and results ar e new even in the particular case of finite inequality systems.