Preface; How to Get the Software; Part I. Linear Equations. 1. Basic Concepts and Stationary Iterative Methods; 2. Conjugate Gradient Iteration; 3. GMRES Iteration; Part II. Nonlinear Equations. 4. Basic Concepts and Fixed Point Iteration; 5. Newton's Method; 6. Inexact Newton Methods; 7. Broyden's Method; 8. Global Convergence; Bibliography; Index.
This book focuses on a small number of methods and treats them in depth.