A book by a well-known American specialist in computational algebra, containing a systematic description of numerical methods for solving eigenvalue problems. It presents important sections that are not fully covered in the literature in Russian - the complete theory of the Lanczos method, methods of simultaneous iterations, etc. Reading does not require high mathematical training For mathematicians-calculators, engineers who solve algebra problems on computers.