New regularity conditions and Fenchel dualities for DC optimization problems involving composite functions

被引:1
|
作者
Fang, Donghui [1 ]
Ansari, Qamrul Hasan [2 ,3 ]
Yao, Jen-Chih [4 ,5 ]
机构
[1] Jishou Univ, Coll Math & Stat, Jishou, Peoples R China
[2] Aligarh Muslim Univ, Dept Math, Aligarh, Uttar Pradesh, India
[3] King Fahd Univ Petr & Minerals, Dept Math & Stat, Dhahran, Saudi Arabia
[4] China Med Univ, Ctr Gen Educ, Taichung, Taiwan
[5] China Med Univ Hosp, Res Ctr Interneural Comp, Taichung, Taiwan
关键词
Regularity condition; strong duality; zero duality gap property; composite optimization problem; DC programming; EXTENDED FARKASS LEMMAS; CONSTRAINT QUALIFICATIONS; OPTIMALITY CONDITIONS; LAGRANGE DUALITY; CONVEX; PROGRAMS; SYSTEM;
D O I
10.1080/02331934.2020.1737864
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 consider the following DC composite optimization problem (P): inf(x is an element of X) {f(1)(x) - f(2)(x) + g(1)(h(x)) - g(2)(h(x))}, where f(1), f(2) and g(1), g(2) are proper convex functionals defined on locally convex Hausdorff topological vector spaces X and Y respectively, and h is a proper K-convex mapping from X to Y. By using the properties of the epigraph of the conjugate functions, we introduce some new regularity conditions and obtain complete characterizations for weak / strong / stable Fenchel dualities and for zero / stable zero duality gap properties of problem (P).
引用
收藏
页码:777 / 803
页数:27
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