1. Linear Algebra And Applications Textbook linear algebra material. I believe that the teaching of linear algebra should incorporate this new perspective. http://www.math.unl.edu/~tshores/linalgtext.html

Home Schedule Teaching Research ... Contact Me Linear Algebra and Applications Textbook Welcome again. In order to enable prospective users to preview my text easily and conveniently, I'm putting a copy of it on the web for your perusal. The table of contents with links is at the bottom of this page. A few comments: Many thanks to those who have helped me in this project. In particular, John Bakula for prodding me into moving this project into the final stages and pointed me in the direction of McGraw-Hill custom publishing. They are printing a nice soft copy text for a reasonable price to students about $26. Thanks also to my colleagues Jamie Radcliffe, Lynn Erbe, Brian Harbourne, Kristie Pfabe, Barton Willis and a number of others who have made many suggestions and corrections. Thanks to Jackie Kohles for her excellent work on solutions to the exercises. About the process: I am writing the text in Latex. The pages you will see have been converted to gif files for universal viewing with most browsers. The downside of this conversion is that the pages appear at a fairly crude resolution. I hope that they are still readable to all. Hardcopy of the text is

2. FREELY AVAILABLE SOFTWARE FOR Jack Dongarra maintains this list of freely available software for the solution of linear algebra problems. Submit updates and corrections. http://www.netlib.org/utk/people/JackDongarra/la-sw.html

FREELY AVAILABLE SOFTWARE FOR LINEAR ALGEBRA ON THE WEB (July 2001) I'm putting together information on freely available software for the solution of linear algebra problems. The interest is in software for high-performance computers that's available in source form on the web for solving problems in numerical linear algebra, specifically dense, sparse direct and iterative systems and sparse iterative eigenvalue problems. Please let me know about updates and corrections. Additional pointers to software can be found at: http://www.nhse.org/rib/repositories/ n hse/catalog/#Numerical_Programs_and_Routines A survey of Iterative Linear System Solver Packages can be found at: http://www.ne t lib.org/utk/papers/iterative-survey/ Thanks, Jack Software Package Type Language Mode Dense Sparse Direct Sparse Iterative Sparse Eigenvalue Real Complex c c++ Seq Dist SPD Gen SPD Gen Sym Gen ATLAS X X X X X X B L A S X X X X X X FLAME X X X X X X MTL X X X X NI S T S- ... AS X X X X X X X X X PSBLAS X X X X X M X X X X Sparse L i b X X X X X X X X X Real Complex c c++ Seq Dist SPD Gen SPD Gen Sym Gen LAPACK X X X X X X PLA P A CK X X X X M X PRIS M X X X M X Sc a L AP ... CK X X X X M/P X Real Complex c c++ Seq Dist SPD Gen SPD Gen Sym Gen HSL X X X X X X MF A CT X X X X O LVE X X X M X MUMPS X X X M X X PSP A S E ... S X X X M X SPA R SE X X X X X X SPA R S EQR X X X X X X SPOOLES X X X X M X X X X Su p erLU X X X X X M X X TAUCS X X X X X X X UM F P A ... K X X X X X X M X X X X X Real Complex c c++ Seq Dist SPD Gen SPD Gen Sym Gen AZTEC X X X M X X BILUM X X X X X BlockS o l v ... e X X X X M X X BP K IT X X X X P P HYPRE X X X X M P P IML+ X X X X X X X ISI S X X M X X ITL X X X X X IT P A CK X X X X X LAS P a ck X X X X X LSQR X X X X P A RP R ... E X X M P P PCG X X X X P X P E T S ... c X X X X X M X X P-S p ar s ... B X X M X QMR P AC K X X X X X X X X SLAP X X X X SPAI X X X M X X S P LIB X X X X X SPOOLES X X X X M X X X X SYMMLQ X X X X X Te m pla t ... es X

3. Electronic Journal Of Linear Algebra Published by the International linear algebra Society (ILAS). A refereed all-electronic journal .Category Science Math Algebra Journals......ELECTRONIC Journal of linear algebra. Published by ILAS The Internationallinear algebra Society. ISSN 1081-3810. Primary Site Israel. http://www.math.technion.ac.il/iic/ela/

ELECTRONIC Journal of LINEAR ALGEBRA Published by ILAS - The International Linear Algebra Society ISSN 1081-3810 Primary Site: Israel Mirror Sites: USA Germany Portugal EMIS ... Other EMIS sites Editors in Chief: Ludwig Elsner Daniel Hershkowitz Advisory Editors: Richard A. Brualdi Miroslav Fiedler Shmuel Friedland Peter Lancaster Hans Schneider Daniel B. Szyld Associate Editors: Ravindra B. Bapat Harm Bart Robert Guralnick Stephen J. Kirkland Michael Neumann Bryan L. Shader Bit-Shun Tam Managing Editor: Daniel Hershkowitz Associate Managing Editor: Daniel Szyld Assistant Managing Editors: Shaun Fallat Michael J. Tsatsomeros Editors' e-mail addresses Editors' Postal addresses Former editors Volume 10 (2003) Table of Contents Articles Author Index Volume 9 (2002) Table of Contents Articles Author Index Volume 8 (2001) Table of Contents Articles Author Index Volume 7 (2000) Table of Contents Articles Author Index Volume 6 (1999/2000) Table of Contents Articles Author Index Volume 5 (1999) Table of Contents Articles Author Index Volume 4 (1998) Table of Contents Articles Author Index Volume 3 (1998) Table of Contents Articles Author Index Volume 2 (1997) Table of Contents Articles Author Index Volume 1 (1996) Table of Contents Articles Author Index Multi-year Author Index: A B C D ... Z ELA guide: preparing an article submitting an article reading and downloading ELA Information about: the Electronic Journal PRINT VERSION OF ELA ELA-LIST IIC - ILAS Information Center Click to send your comments to ELA Your visit here is number Since March 1, 1999

4. Linear Algebra Textbook Home Page By Jim Hefferon. Free for downloading covers the material of an undergraduate first linear algebra Category Science Math Algebra linear algebra......linear algebra. by Jim Hefferon Mathematics Saint Michael's CollegeColchester, Vermont USA 05439. My What's linear algebra About? When http://joshua.smcvt.edu/linalg.html

5. Elements Of Abstract And Linear Algebra By Edwin H. Connell Full online book on abstract algebra with emphasis on linear algebra. Format DVI, PDF, PS and gzippedPS. http://www.math.miami.edu/~ec/book/

Elements of Abstract and Linear Algebra Edwin H. Connell This is a foundational textbook on abstract algebra with emphasis on linear algebra. You may download parts of the book or the entire textbook. It is provided free online in PDF DVI postscript , and gzipped postscript. Please read some words from the author first. Join the revolution in education! Write a supplement to this book and put it online. Participate in and contribute to a forum on abstract and linear algebra. Ask questions, give answers, and make comments in a worldwide classroom with the internet as blackboard. [December 20, 2002] The entire book Introduction Outline Chapter 1: Background and Fundamentals of Mathematics Chapter 2: Groups Chapter 3: Rings Chapter 4: Matrices and Matrix Rings Chapter 5: Linear Algebra Chapter 6: Appendix Index Please send comments to Edwin H. Connell Web page created by Dmitry Gokhman

6. Linear Algebra WebNotes Complete textbook based on class notes. Includes examples of how to do proofs. Gives online access to Maple software. A tester generates different questions, but only the prelinear algebra tester software is available to the public. Must register to use. http://www.math.vanderbilt.edu/~msapir/cgi-bin/visit.cgi

7. Lee Lady: Notes On Linear Algebra By Lee Lady available in PDF, PS or DVI. http://www.math.hawaii.edu/~lee/linear/

Notes on Linear Algebra Professor Lee Lady University of Hawaii Mostly there are two themes in this collection of short hand-outs. First, that rather than think of an m by n matrix as a doubly-indexed array, it is often more enlightening to think of it as a n-tuple of columns (which are, of course, m-vectors) or an m-tuple of rows. And secondly, that once one understands the method of solving systems of equations by elimination, essentially one knows the whole of the linear algebra covered in this (very stripped-down) course. Everything else, except for eigenvectors and eigenvalues, is just a matter of constantly restating the same facts in different language. A lot of the files listed below are in PDF (Adobe Acrobat) format. Alternate versions are in DVI format (produced by TeX; see see here for a DVI viewer provided by John P. Costella ) and postscript format (viewable with ghostscript .) Some systems may have some problem with certain of the documents in dvi format, because they use a few German letters from a font that may not be available on some systems. (Three alternate sites for DVI viewers, via FTP, are CTAN Duke , and Dante, in Germany

8. Abstract And Linear Algebra :: Index A forum for students on abstract algebra and linear algebra.Category Science Math Algebra......Abstract and linear algebra Forum Index, Abstract and linear algebra A worldwideclassroom on abstract algebra and linear algebra with the internet as http://www.math.miami.edu/forum/algebra/

Abstract and Linear Algebra      A worldwide classroom on abstract algebra and linear algebra with the internet as blackboard and students as teachers.      FAQ Search Memberlist Usergroups Register Profile Login to check your private messages Login The time now is Tue Mar 18, 2003 3:35 am Abstract and Linear Algebra Forum Index View unanswered posts Forum Topics Posts Last Post Category: abstract and linear algebra General Discussion Discussion of all topics related to abstract and linear algebra. Moderators Moderator edwin connell buka Thu Mar 06, 2003 8:56 pm buka Discussion of Textbook Discussion of topics directly or indirectly related to the online textbook Elements of Abstract and Linear Algebra Moderators Moderator edwin connell buka Mon Mar 03, 2003 6:23 pm edwin connell Mark all forums read All times are GMT - 4 Hours Who is Online Our users have posted a total of articles We have registered users The newest registered user is Henri In total there is user online :: Registered, Hidden and 1 Guest [ Administrator Moderator Most users ever online was on Sun Sep 08, 2002 1:50 pm

9. ILAS Information Center (IIC) Based in Israel, promotes international co-ordination to assist the development of theoretical matrix Category Science Math Organizations......IIC (ILAS Information Center). is a service offered free ofcharge by ILAS The International linear algebra Society. http://www.math.technion.ac.il/iic/

IIC (ILAS Information Center) is a service offered free of charge by ILAS - The International Linear Algebra Society Primary site- Canada Mirror site - Israel Mirror site - USA ... Mirror site - Portugal You can, however, support ILAS by joining it (just $20 annual fee). If you wish do so, please contact Jeff Stuart (ILAS' treasurer). Please click on our database link - IIC database to find out more about ILAS and its activities such as: General information about the Society; Links to ILAS Conferences and other related conferences; Links to the Electronic Journal of Linear Algebra and other journals; and much more information regarding research and teaching in Linear Algebra. We hope you enjoy our IIC website!

10. Mathematics Archives - Topics In Mathematics - Linear Algebra Computer Exercises, Lesson Plans, Workshops. Applied linear algebra. ADD. KEYWORDS Course materials, .Matrix http://archives.math.utk.edu/topics/linearAlgebra.html

Topics in Mathematics AMS's Materials Organized by Mathematical Subject Classification ADD. KEYWORDS: Electronic Journals, Preprints, Web Sites, Databases AMS's Materials Organized by Mathematical Subject Classification ADD. KEYWORDS: Electronic Journals, Preprints, Web Sites, Databases ATLAST Project Forum ADD. KEYWORDS: Matlab, Software, Computer Exercises, Lesson Plans, Workshops Applied Linear Algebra ADD. KEYWORDS: Course materials, .Matrix Multiplication, Solutions of Linear Equations, Extensions from single variable to several, Positive definite quadratic forms, Diagonalization and quadratic forms, Linear programming, Functions of matrices and differential equations, Economic input-output models, Zero divisors, nilpotent and idempotent matrices, Linear statistical models, Markov chains, Determinants SOURCE: Xavier University TECHNOLOGY: Adobe Acrobat PDF reader Bibliography about MATLAB, the On-Line Matrix Laboratory Bibliography on Matrix Computations Calculus WWW-server ADD. KEYWORDS: Course Materials, Maple, Matlab, Projects, Applications

11. PLAPACK A parallel linear algebra package from the University of Texas at Austin. It performs vector and matrix manipulations, with a high level of abstraction. http://www.cs.utexas.edu/users/plapack/

PLAPACK: Parallel Linear Algebra Package PAGE UNDER CONSTRUCTION The University of Texas at Austin PLAPACK Server Interface (PSI) (Experimental interface to MATLAB-like environments) PLAPACK Release R3.0 Look how pretty Parallel Linear Algebra code can be! FLAME: Formal Linear Algebra Methods Environment ITXGEMM: ... high-performance DGEMM for the PIII Please sign our guestbook so we may keep you informed. To learn how to install and use PLAPACK, start HERE General Information Overview Contributors Sponsors Documentation Using PLAPACK (Users' Guide) Publications Zen and the Art of HPPC (Tutorial) Summary of routines: C or FORTRAN Performance PLAPACK vs. ScaLAPACK Misc. performance numbers Availability Quick Start Source code Staying in Touch Guestbook plapack@cs.utexas.edu Bug reports Using PLAPACK The MIT Press, 1997 Cool Stuff Animation of LU factorization using PLAPACK (Figure created using Mathematica for Students Back to PLAPACK page Send mail to plapack@cs.utexas.edu Last Updated: Nov. 28, 2000

12. 18.06 Linear Algebra Videos Fall 1999 Links to the Electronic Journal of linear algebra and other journals; http://web.mit.edu/18.06/www/Video/video-fall-99.html

Professor Strang's Linear Algebra Class Lecture Videos Welcome to the Videotaped Lectures webpage for MIT's Course 18.06: Linear Algebra. Standard Athena workstation configurations will allow you to view the 18.06 lecture videos. If you wish to access the videos from a Mac or PC, you should download the RealPlayer. You do not need the Plus Version of the RealPlayer - the free RealPlayer will work fine. Lecture #1: The Geometry of Linear Equations ( Lecture #19: Determinant Formulas and Cofactors ( Lecture #2: Elimination with Matrices ( Lecture #20: Cramer's Rule, Inverse Matrix, and Volume ( Lecture #3: Multiplication and Inverse Matrices ( Lecture #21: Eigenvalues and Eigenvectors ( Lecture #4: Factorization into A = LU ( Lecture #22: Diagonalization and Powers of A ( Lecture #5: Transposes, Permutations, Spaces R^n ( Lecture #23: Differential Equations and exp(At) ( Lecture #6: Column Space and Nullspace ( Lecture #24 : Markov Matrices; Fourier Series ( Lecture #7: Solving Ax = 0: Pivot Variables, Special Solutions ( Lecture #24.5 : Quiz 2 Review (

13. Elementary Linear Algebra Online Lecture Notes (PostScript) by Keith Matthews, 1991.Category Science Math Algebra linear algebra......Elementary linear algebra. Please click here Please update your bookmarks.Maintained by Keith Matthews. Last modified 8th January 2003. http://www.maths.uq.edu.au/~krm/ela.html

Elementary Linear Algebra Please click here Please update your bookmarks. Maintained by Keith Matthews Last modified 8th January 2003

14. Linear Algebra Toolkit Click here. http://www.math.odu.edu/~bogacki/lat/

Enter The toolkit has recently been updated. Two new modules have been added, covering the kernel and the range of linear transformations. If you find any problems with the updated version, you can access the previous release here (please e-mail the author indicating the nature of the problem you have experienced). The author wishes to express his gratitude to all the users of the Toolkit who took their time to provide him with their feedback. Please bookmark this page only , as all the other pages in this toolkit are generated dynamically. Read testimonials from students and instructors.

15. Computational Linear Algebra With Applications Milovy, Czech Republic; 410 August 2002. http://www.cs.cas.cz/~milovy/

Photos Slides About the conference Scientific Program ... Conference IMPC'97 Computational Linear Algebra with Applications Milovy, Czech Republic August 4 - 10, 2002 (milovy@cs.cas.cz)

16. Bibliography On The Solution Of Sparse Linear Systems And Related Areas Of Compu With emphasis on Computational linear algebra, High Performance Computing, Mathematical Programming and Graph Theory. Searchable. http://liinwww.ira.uka.de/bibliography/Math/sparse.linear.systems.html

The Collection of Computer Science Bibliographies Up: Bibliographies on Mathematics Collection Home Bibliography on the Solution of Sparse Linear Systems and Related Areas of Computation About Browse Statistics Number of references: Last update: September 28, 2001 Number of online publications: Supported: yes Most recent reference: September 1997 Search the Bibliography Query: Options case insensitive Case Sensitive partial word(s) exact online papers only Results Citation BibTeX Count Only Maximum of matches Help on: [ Syntax Options Improving your query Query examples Boolean operators: and and or . Use to group boolean subexpressions. Example: (specification or verification) and asynchronous Information on the Bibliography Author: Dr. Ricardo Duarte Arantes (email mangled to prevent spamming) National Laboratory for Scientific Computation Rua Lauro Muller, 455, Botafogo 22290-160, Rio de Janeiro Brazil Abstract: This bibliography includes references on the Solution of Sparse Linear Systems, and Related Areas of Computation, with emphasis on: Computational Linear Algebra, High Performance Computing, Mathematical Programming, Graph Theory. Keywords: Sparse Linear Systems, Direct Methods, Computational Linear Algebra, High Performance Computing

17. Course 18.06: Linear Algebra When I started teaching linear algebra and looked at the available texts, I found three kinds. http://web.mit.edu/18.06/www

Course 18.06: Linear Algebra (Spring 2003) Department of Mathematics Massachusetts Institute of Technology Announcements The fifth assignment is posted. It is due Wednesday, March 19. The solutions to exam 1 are now posted. General Information Lectures : MWF 11 in 54-100 Lecturer : Johan de Jong Office: 2-270 Phone: 3-3773 Course Administrator: Cilanne Boulet Email: cilanne@math.mit.edu Course information: ( ps pdf Syllabus: ( ps pdf Goals of the Linear Algebra Course ( html Textbook: Introduction to Linear Algebra, 2nd Edition by Gilbert Strang. Visit the new Wellesley-Cambridge Press website Excerpts from New Textbook: Introduction to Linear Algebra, 3rd Edition Glossary: ( ps pdf Conceptual Questions for Review: ( ps pdf Recitations: Time Room Instructor Office Phone Office Hours E-mail O. Kovrijkine M 5-6 oleg@math C. Boulet M 2-3, M 4-5 cilanne@math W. L. Yee T 12-1, F 1-2 wlyee@math I. Pak MW 11-12, M 2-3 pak@math I. Pak MW 11-12, M 2-3 pak@math A. Malkin T 4-5 malkin@math J. Farley

18. ELEMENTARY LINEAR ALGEBRA "Elementary linear algebra" by Keith Matthews. Lecture notes and solutions from 1991 in Category Science Math Publications Online Texts......Elementary linear algebra. (Lecture Notes by Keith Matthews, 1991). Solutionsto Elementary linear algebra. (Prepared by Keith Matthews, 1991). http://www.numbertheory.org/book/

Elementary Linear Algebra (Lecture Notes by Keith Matthews, 1991) StudyWeb Academic Excellence Award Also cited by The Internet Scout Report for Science and Engineering Department of Mathematics University of Queensland CMAT : An exact arithmetic matrix calculator program Preface Title Page/Contents (pages 0, i-iv) pdf version of book Chapter 1: Linear Equations (pages 1-21) Chapter 2: Matrices (pages 23-54) Chapter 3: Subspaces (pages 55-70) Chapter 4: Determinants (pages 71-88) Chapter 5: Complex Numbers (pages 89-114) Chapter 6: Eigenvalues and Eigenvectors (pages 115-128) Chapter 7: Identifying Second Degree Equations (pages 129-148) Chapter 8: Three-dimensional Geometry (pages 149-187) Further Reading/Bibliography (pages 189,191-193) Index (pages 194-196) Corrections Solutions to Elementary Linear Algebra (Prepared by Keith Matthews, 1991) Department of Mathematics University of Queensland Title Page/Contents (pages 0/i) gzipped pdf version of the solutions (371K - best read with zoom in) pdf version of the solutions Problems 1.6: Linear Equations (pages 1-11) Problems 2.4: Matrices

19. Linear Algebra Toolkit Enter. The toolkit has recently been updated. Two new modules have beenadded, covering the kernel and the range of linear transformations. http://www.math.odu.edu/~bogacki/lat/main.html

20. Matrix Market A visual repository of test data for use in comparative studies of algorithms for numerical linear algebra, featuring nearly 500 sparse matrices from a variety of applications, as well as matrix generation tools and services. http://math.nist.gov/MatrixMarket/

A visual repository of test data for use in comparative studies of algorithms for numerical linear algebra, featuring nearly 500 sparse matrices from a variety of applications, as well as matrix generation tools and services. Browse by collection by matrix name by generator name the top ten Interactive Generation via Java (the Deli) via a form (Lapack) Documentation File Formats File Compression Matrix Structure Plots Matrix Cityplots ... Spectral Portraits Search by matrix properties by application area by contributor in bibliography Software Matrix Market I/O: ... in C Fortran Matlab Harwell-Boeing I/O: ... in C Fortran Matlab Other Resources Bibliography Glossary Related sites Background Welcome What's New What's Coming Credits Sponsors NIST ITL TEMSS MCSD ... DARPA Contact Us matrixmarket nist.gov Submit Matrices This Web service is mirrored in Japan by the PHASE project of the Japanese National Institute of Advanced Industrial Science and Technology The Matrix Market is a service of the Mathematical and Computational Sciences Division of the Information Technology Laboratory of the National Institute of Standards and Technology . Certain commercial products are cited within these Web pages in order to document the Matrix Market and its repository contents. Mention of such products does not imply recommendation or endorsement by NIST, nor does it imply that these products are the best suited to the purpose. We conform to the

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