EE263: Matrix Methods: Singular Value Decomposition

Stanford University, Fall Quarter 2025

Reading material

Reference material

There are no required or optional textbooks.

A good reference for an introductory treatment of some parts of the course is the book Introduction to Applied Linear Algebra – Vectors, Matrices, and Least Squares by Stephen Boyd and Lieven Vandenberghe. This is the textbook for engr108, and is available online.

The book is not required, and EE263 differs from the book. EE263 is at a more advanced level, and it covers much material that is not in the book. Everything we will use in this class will be posted on the course website.

Several texts can serve as auxiliary or reference texts.

  • Matrix Analysis and Applied Linear Algebra, C.D. Meyer

  • Numerical Linear Algebra. L. N. Trefethen and D. Bau

You will not need these books, and none of them cover exactly the material that we will be covering. We only list them in case you want to consult some additional references.