Numerical Methods (3rd Edition) by J. Douglas Faires and Richard Burden provides a comprehensive introduction to the fundamental techniques of numerical analysis. Covering topics such as root-finding, numerical linear algebra, interpolation, numerical integration, and differential equations, the book emphasizes both the theoretical foundation and practical implementation of algorithms. With an …