New iterative methods for solution of the eigenproblem

SummaryRecently developed minimization methods are applied to the minimization of the Rayleigh quotient of a general eigensystem, producing efficient iterative methods for finding the extremal eigenvalues and associated eigenvectors. Numerical results are quoted for systems of widely differing order, and an assessment of the methods is made, together with how they compare against other well-known methods.