TY - JOUR
T1 - γ-Active constraints in convex semi-infinite programming
AU - Martínez Legaz, Juan Enrique
AU - Todorov, Maxim Ivanov
AU - Zetina, Carlos Armando
PY - 2014
Y1 - 2014
N2 - In this article, we extend the definition of γ-active constraints for linear semi-infinite programming to a definition applicable to convex semi-infinite programming, by two approaches. The first approach entails the use of the subdifferentials of the convex constraints at a point, while the second approach is based on the linearization of the convex inequality system by means of the convex conjugates of the defining functions. By both these methods, we manage to extend the results on γ-active constraints from the linear case to the convex case.
AB - In this article, we extend the definition of γ-active constraints for linear semi-infinite programming to a definition applicable to convex semi-infinite programming, by two approaches. The first approach entails the use of the subdifferentials of the convex constraints at a point, while the second approach is based on the linearization of the convex inequality system by means of the convex conjugates of the defining functions. By both these methods, we manage to extend the results on γ-active constraints from the linear case to the convex case.
KW - Active constraints
KW - Convex optimization
KW - Semi-infinite programming
U2 - 10.1080/01630563.2014.895745
DO - 10.1080/01630563.2014.895745
M3 - Article
SN - 0163-0563
JO - Numerical Functional Analysis and Optimization
JF - Numerical Functional Analysis and Optimization
ER -