Geodesic Convexity of the Symmetric Eigenvalue Problem and Convergence of Riemannian Steepest Descent

Foivos Alimisis, Bart Vandereycken

We study the convergence of the Riemannian steepest descent algorithm on the Grassmann manifold for minimizing the block version of the Rayleigh quotient of a symmetric matrix. Eve…