Bundle Method for Nonconvex Nonsmooth Constrained Optimization

被引：0

作者：

Minh Ngoc Dao ^{[1
,2
]}

机构：

[1] Hanoi Natl Univ Educ, Dept Math & Informat, Hanoi, Vietnam

[2] Univ Toulouse, Inst Math, Toulouse, France

来源：

JOURNAL OF CONVEX ANALYSIS | 2015年 / 22卷 / 04期

关键词：

Nonsmooth optimization; constrained optimization; bundle method; lower-C-1; function; upper-C-1; MEAN-VALUE;

D O I：

暂无

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

The paper develops a nonconvex bundle method based on the downshift mechanism and a proximity control management technique to solve nonconvex nonsmooth constrained optimization problems. We prove its global convergence in the sense of subsequences for both classes of lower-C-1 and upper-C-1 functions.

引用

页码：1061 / 1090

页数：30

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