Split proximal linearized algorithm and convergence theorems for the split DC program

作     者：Chuang, Chih-Sheng Chen, Chi-Ming 

作者机构：Natl Chiayi Univ Dept Appl Math Chiayi Taiwan Natl Tsing Hua Univ Inst Computat & Modeling Sci Hsinchu Taiwan 

出 版 物：《JOURNAL OF INEQUALITIES AND APPLICATIONS》 (不等式及其应用杂志)

年 卷 期：2019年第2019卷第1期

页      面：1-16页

核心收录：

学科分类：07[理学] 0701[理学-数学] 070101[理学-基础数学] 

基　　金：Ministry of Science and Technology of the Republic of China [MOST 107-2115-M-007-008] 

主　　题：DC program Proximal linearized algorithm Strongly monotonicity 

摘      要：In this paper, we study the split DC program by using the split proximal linearized algorithm. Further, linear convergence theorem for the proposed algorithm is established under suitable conditions. As applications, we first study the DC program (DCP). Finally, we give numerical results for the proposed convergence results.