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MATLAB Resources for Mathematical Topics
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This web site includes MATLAB examples that illustrate a variety of mathematical topics such as ODEs, PDEs, and advanced visualization.
Professor Name: Matthias Kawski
Department: Department of Mathematics and Statistics
University: Arizona State University
Language: English
http://math.la.asu.edu/~kawski/MATLAB/matlab.html
Submitted Mar 06, 2008
by Matthias Kawski
Updated Mar 12, 2008
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Stat / Math Center
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MATLAB overview and support information from Indiana University's Stat/Math Center.
Language: English
http://www.indiana.edu/~statmath/math/matlab/
Submitted Sep 13, 2007
Updated Aug 12, 2008
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Topics in Applied Algebra
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This course website contains links to an extensive set of MATLAB assignments that the author has created for the course.
Language: English
http://www.math.rutgers.edu/courses/357/index.html
Submitted Mar 06, 2008
by R. Goodman
Updated Aug 13, 2008
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Introduction to Numerical Methods
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| 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.
Materials available at link - Problem sets or projects, Course outline or syllabus, Textbook recommendations, Downloadable code or data files.
Course material created by Dr. Per-Olof Persson.
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| Target audience:
| Graduate
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| Academic institution:
| Massachusetts Institute of Technology
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| Materials available:
| Problem sets or projects, Course outline or syllabus, Textbook recommendations, Downloadable code or data files
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| Products:MATLAB
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http://ocw.mit.edu/OcwWeb/Mathematics/18-335JFall-2006/CourseHome/index.htm
Submitted Jul 16, 2008
by Dina Yuryev
Updated Jul 22, 2008
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Numerical Algorithms
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| Description:
| This course gives an introduction into a subject connecting applied mathematics and computer science - numerical methods. This course aims to provide a solid background on numerical techniques for solution of linear problems. Topics covered include: linear systems of equations, Gaussian elimination, Cholesky factorization, conditioning and stability, QR factorization, least squares problems, singular value decomposition, eigenvalue problems, iterative methods for linear systems, iterative methods for eigenvalue problems, fast Fourier transform, systems of nonlinear equations, and optimization.
Course material created by Professor Dietmar Saupe, Vladimir Bondarenko, Ioan Cleju.
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| Target audience:
| Advanced undergraduate (3rd or 4th year)
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| Institution:
| Universit�t Konstanz
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| Materials available:
| Problem sets or projects, Lab materials, Course outline or syllabus, Downloadable code or data files
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| Products:
| MATLAB
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http://www.inf.uni-konstanz.de/cgip/lehre/na_08/index.shtml.de
Submitted Jul 22, 2008
by Dina Yuryev
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Infinite Random Matrix Theory
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| Description:
| In this course on the mathematics of infinite random matrices, students will learn about the tools such as the Stieltjes transform and Free Probability used to characterize infinite random matrices. Course material created by Professor Alan Edelman and Professor Moe Win.
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| Target audience:
| Graduate
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| Institution:
| Massachusetts Institute of Technology
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| Materials available:
| Problem sets or projects, Course outline or syllabus, Textbook recommendations, Downloadable code or data files
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| Products:
| MATLAB
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http://ocw.mit.edu/OcwWeb/Mathematics/18-338JFall-2004/CourseHome/
Submitted Jul 22, 2008
by Dina Yuryev
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Random Matrix Theory and Its Applications
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| Description:
| This course is an introduction to the basics of random matrix theory, motivated by engineering and scientific applications.
Course material created by Professor Alan Edelman and Professor Moe Win.
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| Target audience:
| Graduate
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| Institution:
| Massachusetts Institute of Technology
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| Materials available:
| Problem sets or projects, Course outline or syllabus, Downloadable code or data files
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| Products:
| MATLAB
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http://ocw.mit.edu/OcwWeb/Mathematics/18-996Spring2004/CourseHome/index.htm
Submitted Jul 22, 2008
by Dina Yuryev
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Numerical Methods with MATLAB: Implementations and Applications
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| Description:
| Study guides, lecture slides, and worksheets are available to support students and instructors using the textbook "Numerical Methods with MATLAB: implementations and Applications."
Course material created by Professor Gerald Recktenwald.
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| Target audience:
| Advanced undergraduate (3rd or 4th year)
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| Institution:
| N/A
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| Materials available:
| Problem sets or projects, Presentations, Textbook recommendations
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| Products:
| MATLAB
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http://web.cecs.pdx.edu/~gerry/nmm/course/
Submitted Jul 30, 2008
by Dina Yuryev
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Optimal Estimation
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| Description:
| The purpose of this course is to provide a firm background in the mathematical basis of parameter and state estimation.
Topics covered include unbiased minimum variance and best linear unbiased estimation; recursive least squares algorithm; Asymptotic properties of estimators - unbiasedness and consistency; Cramer-Rao lower bound; optimization in Hilbert spaces and the projection theorem; state estimation; the discrete time Kalman Filter; Extended Kalman Filter; and discrete time prediction and smoothing.
Course material created by Dr. Prabir Barooah.
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| Target audience:
| Graduate
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| Institution:
| University of Florida
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| Materials available:
| Problem sets or projects, Course outline or syllabus
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| Products:
| MATLAB
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http://humdoi.mae.ufl.edu/%7Eprabirbarooah/EGM6934S08.html
Submitted Aug 06, 2008
by Dina Yuryev
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