Courses > Mathematics > Introduction to Numerical Methods This course offers an advanced introduction to numerical linear algebra




 Courses > Mathematics > Introduction to Numerical Methods

18.335J / 6.337J Introduction to Numerical Methods

Fall 2006

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 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 MATLAB®.

Technical Requirements

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

Courses > Mathematics > Introduction to Numerical Methods

 

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18-335JFall-2006.zip (ZIP - 3.61 MB)


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    Courses > Mathematics > Introduction to Numerical Methods This course offers an advanced introduction to numerical linear algebra

     Courses > Mathematics > Introduction to Numerical Methods

    18.335J / 6.337J Introduction to Numerical Methods

    Fall 2006

    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 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 MATLAB®.

    Technical Requirements

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

    Courses > Mathematics > Introduction to Numerical Methods

     

    Download this Course

     

    18-335JFall-2006.zip (ZIP - 3.61 MB)


    Click the link above to start downloading this course.

    You may need to download file decompression software such as WinZip or StuffIt to open the .ZIP file. For more information about downloading and using zipped courses, read our Frequently Asked Questions.

    All of the Materials included in the .ZIP file are governed by the same Creative Commons license that governs use of materials published on the MIT OCW page.
    12NextPage
    << [Mathematics]Courses > Mathematics > Introduction to Numerical Methods Email this page18.335J Introduction to Numerical Methods >>