Article ID: | iaor20171897 |
Volume: | 67 |
Issue: | 3 |
Start Page Number: | 543 |
End Page Number: | 569 |
Publication Date: | Jul 2017 |
Journal: | Computational Optimization and Applications |
Authors: | Xiu Naihua, Peng Dingtao, Yu Jian |
Keywords: | matrices, control, statistics: general |
The affine rank minimization problem is to minimize the rank of a matrix under linear constraints. It has many applications in various areas such as statistics, control, system identification and machine learning. Unlike the literatures which use the nuclear norm or the general Schatten