Wolfe duality and Mond-Weir duality via perturbations

被引:15
作者
Bot, Radu Ioan [1 ]
Grad, Sorin-Mihai [1 ]
机构
[1] Tech Univ Chemnitz, Fac Math, D-09107 Chemnitz, Germany
关键词
Wolfe duality; Mond-Weir duality; Conjugate functions; Convex subdifferentials; Regularity conditions;
D O I
10.1016/j.na.2010.03.026
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Considering a general optimization problem, we attach to it by means of perturbation theory two dual problems having in the constraints a subdifferential inclusion relation. When the primal problem and the perturbation function are particularized different new dual problems are obtained. In the special case of a constrained optimization problem, the classical Wolfe and Mond-Weir duals, respectively, follow as particularizations of the general duals by using the Lagrange perturbation. Examples to show the differences between the new duals are given and a gate towards other generalized convexities is opened. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:374 / 384
页数:11
相关论文
共 9 条
[1]   Duality for almost convex optimization problems via the perturbation approach [J].
Bot, Radu Ioan ;
Kassay, Gabor ;
Wanka, Gert .
JOURNAL OF GLOBAL OPTIMIZATION, 2008, 42 (03) :385-399
[2]  
Bot RI, 2006, LECT NOTES ECON MATH, V583, P101
[3]  
Bot RI., 2010, CONJUGATE DUALITY CO
[4]  
Crouzeix JP, 2010, J CONVEX ANAL, V17, P521
[5]   DUALITY THEOREMS FOR CONVEX-PROGRAMMING WITHOUT CONSTRAINT QUALIFICATION [J].
KANNIAPPAN, P .
JOURNAL OF THE AUSTRALIAN MATHEMATICAL SOCIETY SERIES A-PURE MATHEMATICS AND STATISTICS, 1984, 36 (APR) :253-266
[6]  
Mond B., 1981, P NATO ADV STUDY I, P263
[7]   SUBGRADIENT DUALITY THEOREM [J].
SCHECHTER, M .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 1977, 61 (03) :850-855
[8]  
Wolfe P., 1961, Quart. Appl. Math., V19, P239
[9]  
Zalinescu C., 2002, Convex Analysis in General Vector Spaces