Convergence analysis of the transformed gradient projection algorithms on compact matrix manifolds

Wentao Ding, Jianze Li, Shuzhong Zhang

In this paper, we study the optimization problem on a compact matrix manifold. While existing feasible algorithms can be broadly categorized into retraction-based and projection-ba…