Now in its Second Edition, Numerical Linear Algebra with Applications: Using MATLAB® and Octave® provides a practical knowledge of modern computational techniques for the numerical solution of linear algebra problems. Appropriate for advanced undergraduate and early graduate courses on numerical linear algebra, this textbook explores numerous applications to engineering and science and provides a rigorous development of the efficiency, stability, and errors of computer algorithms. The text also appeals to professionals in engineering and science, such as practicing engineers who want to see how numerical linear algebra problems can be carefully and efficiently solved, with error analysis. Ideal for solving real-world problems, Numerical Linear Algebra with Applications: Using MATLAB® and Octave® offers a unified presentation of computation, basic algorithm analysis, and numerical methods to compute solutions. Useful to readers, the text: Features six introductory chapters to provide the required background for readers without previous coursework in applied or theoretical linear algebra Offers a thorough discussion of the algorithms necessary for the accurate computation of the solution to the most frequently occurring problems in numerical linear algebra Provides illustrative examples from engineering and science applications Includes online teaching support for qualified instructors (solutions manual, PowerPoint slides) and study materials for students (text examples, algorithms).