Elementary Numerical Analysis by Kendall Atkinson
This text provides a working understanding of basic topics as well as the underlying themes of numerical analysis. Emphasis is placed on giving students experience in the implementation of numerical methods using a computer, including an appreciation of computer arithmetic and its effects. The second edition includes coverage of fixed point iteration for root finding problems, iteration methods for linear systems and iteration methods for nonlinear systems.