【作者单位】11. Key Laboratory for Engineering and Computing Science, Shanxi Provincial Department of Education, Taiyuan Normal University, Jinzhong 030619, Shanxi, China;22. School of Mathematics and Statistics, Taiyuan Normal University, Jinzhong 030619, Shanxi, China
【摘要】 Low-rank and sparse structures have been frequently exploited in matrix recovery and robust PCA problems. In this paper, we develop an alternating directional method and its variant equipped with the non-monotone search procedure for solving a non-co...