GENERAL INFORMATION

• Syllabus.
• ICON. Homework assignments can be found there.
• Textbook: Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics, by Justin Solomon. Publisher: A K Peters/CRC Press/Taylor & Francis Group; 1st edition (July 13, 2015), 400 pages, ISBN-10: 1482251884, ISBN-13: 978-1482251883, list price: $92.95 (Hardcover). The textbook on amazon.com. and on bookfinder.com.

FURTHER READING FOR YOUR OWN INTEREST

• Many Numerical Analysis Textbooks on textbooks.com
• An introduction to numerical analysis by K. Atkinson, second edition, John Wiley & Sons, New York, 1989, (MATH Course Reserve QA297 .A84 1989).
• Introduction to numerical analysis by J. Stoer & R. Bulirsch, 3rd edition, Springer, Texts in Applied Mathematics, Vol. 12, New York, 2002, (MATH QA297 .S8213 2002).
• Scientific Computing - An Introduction using Maple and MATLAB, by Walter Gander, Martin J. Gander, and Felix Kwok. Publisher: Springer, 905 pages, Series: Texts in Computational Science and Engineering (Book 11).
• Numerical Mathematics by A. Quarteroni, R. Sacco, & F. Saleri, Springer, Texts in applied mathematics, New York, 37. (MATH Course Reserve QA297 .Q836 2000).
• Numerical Methods in Scientific Computing: Volume 1 by Germund Dahlquist and Ake Bjorck, Publisher: Society for Industrial Mathematics (SIAM), Textbook in Numerical Analysis, 2008, xxviii + 717 pages, Hardcover, ISBN-10: 0898716446, ISBN-13 978-0-898716-44-3. Library reference: Engineering Library QA297 .D335 2008.
• Numerical computation 1. Methods, Software, and Analysis and Numerical computation 2. Methods, Software, and Analysis by C. W. Ueberhuber, Springer-Verlag, Berlin, 1047.
• Accuracy and stability of numerical algorithms by N.J. Higham, SIAM, Philadelphia, 1046 (MATH Course Reserve QA297 .H53 1046).
• Free electronic book on Iterative Methods for Linear and Nonlinear Equations by Tim Kelley. If the link does not work, go to Download Books from SIAM. Becoming a SIAM member is free for students!.
• A definition of numerical analysis (pdf) as discussed by L. N. Trefethen.
• Some disasters caused by numerical errors.
• A lot of useful information on the course, especially the lectures section and an overview of numerical analysis (pdf), from Ken Atkinson. Some GUIs (Taylor_GUI, Uniform_Interpolation, Uniform_vs_Chebyshev_Interp, Spline_GUI, Gaussian_Quad_Help, Gaussian_Quad, Integrate_GUI_Help, Integrate_GUI) and other updated material written by Ken.

SOME FREE ELECTRONIC TEXTBOOKS

• An Introduction to Programming and Numerical Methods in MATLAB by S.R. Otto and J.P. Denier, Springer, 2005. ISBN-10: 1852339195, ISBN-13: 978-1852339197, list price: $44.95. The book on amazon.com. Electronic version. On bookfinder.com.
• Numerical Mathematics by A. Quarteroni, R. Sacco, & F. Saleri, Springer, Texts in applied mathematics, New York, 37. ISBN-10: 3642071015, ISBN-13: 978-3642071010, list price: $89.95. Library reference: MATH QA297 .Q836 2000. The book on amazon.com. Electronic version. On bookfinder.com.
• Scientific Computing with MATLAB and Octave by A. Quarteroni, F. Saleri, & Paola Gervasio, Springer, Texts in Computational Science and Engineering, New York, 2, 4th edition, 2014. ISBN-10: 3642124291, ISBN-13: 978-3642124297, list price: $69.95. The book on amazon.com. Electronic version (3rd edition, 2010), Electronic version (4th edition, 2014). On bookfinder.com.
• Numerical Computing with MATLAB by Cleve Moler, himself!, the founder of MATLAB, SIAM, Philadelphia, 2nd edition, 2008, (Engineering Library QA297 .M625 2004). The book on amazon.com. Free electronic textbook. On bookfinder.com.
• Principles of scientific computing, a free electronic book by David Bindel and Jonathan Goodman.
• Holistic Numerical Methods Transforming Numerical Methods Education for the STEM Undergraduate
• Essential MATLAB for engineers and scientists by Brian D. Hahn, Academic Press, Waltham, MA, 2013.
• MATLAB Programming for Numerical Analysis by Cesar Perez Lopez, Apress, Berkeley, CA, 2014.

MATLAB

• MATLAB Academy, learn MATLAB interactively at your own pace.
• MATLAB Help is available directly from the Help menu of the MATLAB window.
• MATLAB Tutorials and Learning Resources from MathWorks, Classroom Resources, MATLAB & Simulink Tutorials, Students and Educators Resources, all presented by Mathworks, Inc., producers of MATLAB.
• MATLAB Primer (pdf)
• Introduction to Engineering Programming: in C, MATLAB and JAVA by Mark A. Austin.
• A very good book on MATLAB: MATLAB programming with applications for engineers by Stephen J. Chapman, Cengage Learning, Stamford, CT, 1st edition, 2012, ISBN-10: 0495668079, ISBN-13: 978-0495668077, 592 pages. Engineering Library QA76.73.M37 C52 2013. The book on amazon.com. On bookfinder.com.
• An excellent book on MATLAB: Numerical Methods for Engineers and Scientists, 3rd Edition by Amos Gilat and Vish Subramanian, 576 pages, Hardcover, Wiley, October 2013, ISBN-13: 978-1-118-55493-7 (Hardcover, list price: $204.95, bookstore price $212.00 (new)) or ISBN-13: 978-1-118-80301-1 (Wiley E-Text, list price: $64.00). The Student Companion Site of that book. The book on amazon.com.
• MATLAB Guide, 2nd edition by Desmond J. Higham and Nicholas J. Higham, SIAM, Philadelphia, 2005 (ENGINEERING QA297 .H5217 2005)
• MATLAB for first order ODEs
• MATLAB for higher order ODEs and systems of ODEs
• Free electronic textbook Numerical Computing with MATLAB by Cleve Moler himself!, the founder of MATLAB, SIAM, Philadelphia, 2nd edition, 2008, (Engineering Library QA297 .M625 2004).

LINUX COMPUTER ACCOUNTS

• CLAS Linux Support.
• Linux computer accounts are available on the Linux network in MLH (computer lab room B5): Linux Service Account Description.
• You can find local online Linux Help for questions/problems you may have about Linux.
• Selected Unix commands.
• If you have problems with your Linux account go to 303A MLH.
• These accounts expire, see the account expiration policy. If there is anything in this directory that you would like to save, you must archive it to your own home directory.

REMOTE ACCESS TO MATLAB AND TO YOUR LINUX COMPUTER ACCOUNT

• If you connect from home first you may need to download and install the Cisco AnyConnect Virtual Private Network and establish a VPN connection for each session: follow the instructions here.
• To access your Linux computer account remotely, you can use FastX, a graphical Linux virtual desktop environment remotely accessible in your web browser:
  • Login with your Hawkid username/password
  • Click "Start a new session" (make sure your pop-up blocker doesn't block)
  • Click "Bookmarks"
  • Click "starxfce4 or startkde" depending on which desktop you want to
  • Click "Start"
  More details can be found here. You can make your browser window larger and then click in the lower left hand corner, the box of nine dots that make a square, then click on the arrow head with arrows on both ends to "maximize" the Linux desktop.
• https://virtualdesktop.uiowa.edu, a Windows virtual desktop where you can access MATLAB in a Windows environment with your web browser (does not seem to work if your machine is a Linux machine).

FORTRAN

• A list of Fortran tutorials, Fortran 90 for the Fortran 77 programmer, Fortran 90 for Fortran 77 programmers.