Some convergence results on the method of gradients for Ax=λBx

摘要

The method of gradients is a recently developed iterative technique for the solution of the generalized eigenvalue problem Ax=λBx. This paper essentially determines the size of the neighborhoods about the unit vectors in each eigenspace in which choices of initial estimates guarantee convergence of the iteration to the appropriate eigenvector.