Matrix completion aims to recover an unknown low-rank matrix from a small subset of its entries. In many applications, the rank target is known in advance and this information can be useful process. paper, first, we revisit recently proposed rank-based heuristic for “known-rank” establish condition under which generated sequence quasi-Fejér convergent solution set. Then, by including accelerati...