Convergence analysis of the transformed gradient projection algorithms
on compact matrix manifolds
Convergence analysis of the transformed gradient projection algorithms
on compact matrix manifolds
In this paper, to address the optimization problem on a compact matrix manifold, we introduce a novel algorithmic framework called the Transformed Gradient Projection (TGP) algorithm, using the projection onto this compact matrix manifold. Compared with the existing algorithms, the key innovation in our approach lies in the utilization of …