Generalized Moreau-Rockafellar results for composed convex functions

被引:43
作者
Bot, Radu Ioan [1 ]
Grad, Sorin-Mihai [1 ]
Wanka, Gert [1 ]
机构
[1] Tech Univ Chemnitz, Fac Math, D-09107 Chemnitz, Germany
关键词
conjugate functions; Moreau-Rockafellar results; regularity conditions; stable strong duality; composed convex functions; INFINITE-DIMENSIONAL SPACES; DUALITY;
D O I
10.1080/02331930902945082
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We give two generalized Moreau-Rockafellar-type results for the sum of a convex function with a composition of convex functions in separated locally convex spaces. Then we equivalently characterize the stable strong duality for composed convex optimization problems through two new regularity conditions, which also guarantee two formulae of the subdifferential of the mentioned sum of functions. We also treat some special cases, rediscovering older results in the literature. A discussion on the topological assumptions for the vector function used in the composition closes this article.
引用
收藏
页码:917 / 933
页数:17
相关论文
共 12 条
[1]  
[Anonymous], 1989, Theory of Vector Optimization
[2]   A new constraint qualification for the formula of the subdifferential of composed convex functions in infinite dimensional spaces [J].
Bot, Radu Ioan ;
Grad, Sorin-Mihai ;
Wanka, Gert .
MATHEMATISCHE NACHRICHTEN, 2008, 281 (08) :1088-1107
[3]   On strong and total Lagrange duality for convex optimization problems [J].
Bot, Radu Ioan ;
Grad, Sorin-Mihai ;
Wanka, Gert .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2008, 337 (02) :1315-1325
[4]   A weaker regularity condition for subdifferential calculus and Fenchel duality in infinite dimensional spaces [J].
Bot, RI ;
Wanka, G .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2006, 64 (12) :2787-2804
[5]  
BOT RI, MATH INEQUA IN PRESS
[6]   Necessary and sufficient conditions for stable conjugate duality [J].
Burachik, RS ;
Jeyakumar, V ;
Wu, ZY .
NONLINEAR ANALYSIS-THEORY METHODS & APPLICATIONS, 2006, 64 (09) :1998-2006
[7]  
Combari C, 1994, ANN SCI MATH QUEBEC, V18, P119
[8]  
Jeyakumar V., 2005, 0522 AMR U NEW S WAL
[9]   SEMI-CONTINUOUS MAPPINGS IN GENERAL TOPOLOGY [J].
PENOT, JP ;
THERA, M .
ARCHIV DER MATHEMATIK, 1982, 38 (02) :158-166
[10]  
Precupanu T., 1984, Mathematische Operationsforschung und Statistik, Series Optimization, V15, P339, DOI 10.1080/02331938408842946