Doubly exponential convergence of the cyclic steepest descent method for strictly convex quadratics in arbitrary dimensions

We study the cyclic steepest descent method (CSD) for strictly convex quadratic minimization. CSD repeats, for j consecutive iterations, the exact steepest-descent step size computed at the beginning of each cycle. The only rigorous result for the real algorithm has so far been restricted to two dim