18.335J / 6.337J Introduction to Numerical Methods

As taught in: Fall 2006

Level:

Graduate

Instructors:

Dr. Per-Olof Persson

The image of the unit sphere under an m x n matrix.
The image of the unit sphere under any m x n matrix is a hyperellipse. (Image by Dr. Per-Olof Persson.)

Course Features

Course Highlights

This course features lecture notes and assignments.

Course Description

This course offers an advanced introduction to numerical linear algebra. Topics include direct and iterative methods for linear systems, eigenvalue decompositions and QR/SVD factorizations, stability and accuracy of numerical algorithms, the IEEE floating point standard, sparse and structured matrices, preconditioning, linear algebra software. Problem sets require some knowledge of MATLABŪ.

Technical Requirements

Special software is required to use some of the files in this course: .m.

Donate Now