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

Chih-Sheng Chuang 和 Chi-Ming Chen
Journal of Inequalities and Applications, 卷.2019, 148
2019
DOI: https://doi.org/10.1186/s13660-019-2084-9

摘要

DC program Proximal linearized algorithm Strongly monotonicity Analysis Discrete Mathematics and Combinatorics Applied Mathematics
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.

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