A novel representation of rank constraints for non-square real matrices
Optimization and Control
2014-10-10 v1
Abstract
We present a novel representation of rank constraints for non-square real matrices. We establish relationships with some existing results, which are particular cases of our representation. One of these particular cases, is a representation of the pseudo-norm, which is used in sparse representation problems. Finally, we describe how our representation can be included in rank-constrained optimization and in rank-minimization problems.
Keywords
Cite
@article{arxiv.1410.2317,
title = {A novel representation of rank constraints for non-square real matrices},
author = {Ramón A. Delgado and Juan C. Agüero and Graham C. Goodwin},
journal= {arXiv preprint arXiv:1410.2317},
year = {2014}
}
Comments
6 pages