Newton-Type Iterations for Solving Some Problems in Linear Algebra
摘要
A continuous analogue of Newton’s methods for solving a system of linear algebraic equations and an algebraic eigenvalue problem are presented. The convergence of iteration processes with optimal iteration parameters is proved. The considered algorithms are also applied to a generalized eigenvalue problem with real- or complex-valued symmetric matrices and to a nonlinear eigenvalue problem.