Matrix Computations
David Gleich
Purdue University
Fall 2024
Course number CS-51500
Tuesday-Thursday 10:30-11:45pm.
References
Other books
Linear algebra
James Demmel,
Applied numerical linear algebra
Yousef Saad,
Iterative Methods for Sparse Linear Systems Second Edition
G. W. Stewart,
Matrix Algorithms: Volume 1: Basic Decompositions
G. W. Stewart,
Matrix Algorithms: Volume 2: Eigensystems
Ilse C. F. Ipsen,
Numerical Matrix Analysis: Linear Systems and Least Squares
Julia
Introduction to Julia for Scientific Computing
by one of the Julia devs
Introduciton to Julia
by a former CS515 TA (Huda Nassar)!
Julia Tutorial part 1
by a former CS515 TA (Huda Nassar), and
part 2
Latex
David F. Griffiths and Desmond J. Higham,
Learning LaTex
Background texts
Linear Algebra and Its Applications
Linear algebra and its applications
4th edition. Thomson, Brooks/Cole, 2006.
Gilbert Strang
Carl Meyer,
Matrix Analysis
Background classes
Gilbert Strang,
Linear Algebra / 18.06 @ MIT
.
Videos available
Course Home
Syllabus
Schedule
References
Readings & Lectures
Gradescope
Ed Discussion
Assignments
Homework 1 (html)
(tex)
(pdf)
Homework 2 (html)
(tex)
(pdf)
Homework 3a (html)
(tex)
(pdf)
Homework 3b (html)
(tex)
(pdf)
Homework 4 (html)
(tex)
(pdf)
Homework 5 (html)
(tex)
(pdf)
Homework 6 (html)
(tex)
(pdf)
texfiles
preamble.tex