21. ALGEBRA LINEAR E GEOMETRIA ANALÍTICA I Translate this page Ano 1º Regime Lectivo 1º Semetre Tipo Obrigatória. Unidade de crédito4.0. Resumo sucinto do programa Espaços vectoriais. Álgebra Matricial. http://www.dmi.ubi.pt/cursos/cadeiras/1444.html

22. ALGEBRA LINEAR E GEOMETRIA ANALÍTICA II Translate this page Ano 1º Regime Lectivo 2º Semetre Tipo Obrigatória. Unidade de crédito4.0. Resumo sucinto do programa Determinantes. Espaços Euclidianos. http://www.dmi.ubi.pt/cursos/cadeiras/1448.html

23. 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.Category Science Math algebra......Elements of Abstract and linear algebra Edwin H. Connell. This is a foundationaltextbook on abstract algebra with emphasis on linear algebra. 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

24. Lee Lady: Notes On Linear Algebra Notes on linear algebra. Professor Lee Lady 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

25. 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

26. Linear Algebra And Applications Textbook Online text, each page is a GIF format image.Category Science Math algebra linear algebra......linear algebra and Applications Textbook. Welcome again. I believe that theteaching 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

27. 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

Linear Algebra by Jim Hefferon Mathematics Saint Michael's College Colchester, Vermont USA 05439 My text Linear Algebra is free for downloading, It covers the material of an undergraduate first linear algebra course. You can use it either as a main text, or as a supplement to another text, or for independent study. What's Linear Algebra About? When I started teaching linear algebra I found three kinds of texts. There were applied mathematics books that avoid proofs and cover the linear algebra only as needed for their applications. There were advanced books that assume that students can understand their elegant proofs and understand how to answer the homework questions having seen only one or two examples. And there were books that spend a good part of the semester doing elementary things such as multiplying matrices and computing determinants and then suddenly change level to working with definitions and proofs. Each of these three types was a problem in my classroom. The applications were interesting, but I wanted to focus on the linear algebra. The advanced books were beautiful, but my students were not ready for them. And the level-switching books resulted in a lot of grief. My students immediately thought that these were like the calculus books that they had seen before, where there is material labelled `proof' that they have successfully skipped in favor of the computations. Then, by the time that the level switched, no amount of prompting on my part could convince them otherwise and the semesters ended unhappily.

28. Electronic Journal Of Linear Algebra ELECTRONIC Journal of linear algebra. Published by ILAS The International linear algebra Society 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

29. 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!

30. 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

31. 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

32. 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.

33. 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

34. 15: Linear And Multilinear Algebra; Matrix Theory An informative description of the subject of linear algebra and all of its subfields from the Mathematica Category Science Math algebra linear algebra......Introduction. linear algebra, sometimes disguised as matrix theory, considers setsand functions which preserve linear structure. GAMS linear algebra software. http://www.math.niu.edu/~rusin/known-math/index/15-XX.html

Search Subject Index MathMap Tour ... Help! ABOUT: Introduction History Related areas Subfields POINTERS: Texts Software Web links Selected topics here 15: Linear and multilinear algebra; matrix theory (finite and infinite) Introduction Linear algebra, sometimes disguised as matrix theory, considers sets and functions which preserve linear structure. In practice this includes a very wide portion of mathematics! Thus linear algebra includes axiomatic treatments, computational matters, algebraic structures, and even parts of geometry; moreover, it provides tools used for analyzing differential equations, statistical processes, and even physical phenomena. History See for example the Vector space and Matrix theory pages from the St. Andrews History files. Here is a paper on Hermann Grassmann and the Creation of Linear Algebra . Further reading: T.L. Hankins: Sir William Rowan Hamilton, Johns Hopkins UP, 1980. M.J. Crowe: A History of Vector Analysis, U Notre Dame Press, 1967, reprinted by Dover, 1985. Applications and related fields In the accompanying diagram the reader might observe a few clusters of related fields, showing both the many parts of linear algebra and the related fields in which many of these themes are extended and applied.

35. 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

36. Mathematics Archives - Topics In Mathematics - Linear Algebra KEYWORDS Matlab, Software, Computer Exercises, Lesson Plans, Workshops;Applied linear algebra ADD. Elementary linear algebra ADD. 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

37. Abstract And Linear Algebra :: Index A forum for students on abstract algebra and linear algebra. 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 Thu Apr 03, 2003 6:40 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 ydriveby 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

38. 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

39. Arageli C++ template library for computations in ARithmetics, algebra, GEometry, linear and Integer linear programming. Supports arbitrary length integers, rationals, vectors, matrices. http://www.uic.nnov.ru/~zny/arageli/arageli.html

Arageli Arageli is the C++ library and the package of programs for computations in ar ithmetic, a lgebra, ge ometry, l inear and i nteger linear programming. Current version contains the implementation of arbitary precision arithmetic on integer and rational numbers (synonyms: multiple precision arithmetic, multiple precision numbers, arbitrary precision arithmetic, arbitrary precision numbers, big numbers). Some time-critical parts are written in assembler. You can use this assembler code or C++ code instead. If you'd like to use the library you can: Read (incomplete) documentation for version 2.0 beta (online) Download Arageli library 2.0 beta (with documentation) Read documentation for version 1.1.1 (online) Download Arageli library 1.1.1 (with documentation) Download Arageli library 1.1 (with documentation) Download Arageli library 1.0 (with documentation) If you'd like to use the package you can: Read description of some programs (in Russian) Download the package If you are interested in Pascal library for arbitary precision arithmetic you can also try my old BP 7.0 unlimited-precision arithmetic package my home page File translated from T E X by T T H , version 3.00

40. LAPACK -- Linear Algebra PACKage written in Fortran77; provides routines for solving systems of simultaneous linear equations, leastsqua Category Science Math algebra Software......LAPACK linear algebra PACKage. ( L A P LAPACK++. LAPACK extensionsfor high performance linear , algebra computations. This version http://www.netlib.org/lapack/

LAPACK Linear Algebra PACKage L A P A C K L -A P -A C -K L A P A -C -K L -A P -A -C K L A -P -A C K L -A -P A C -K ( l l l l ) ( a -a a -a ) 1/4 * ( p p -p -p ) ( a -a -a a ) ( c c -c -c ) ( k -k -k k ) Version 3.0 lapack@cs.utk.edu # Accesses [Home] [Contact] ... [Year 2000 Readiness Disclosure] LAPACK is written in Fortran77 and provides routines for solving systems of simultaneous linear equations, least-squares solutions of linear systems of equations, eigenvalue problems, and singular value problems. The associated matrix factorizations (LU, Cholesky, QR, SVD, Schur, generalized Schur) are also provided, as are related computations such as reordering of the Schur factorizations and estimating condition numbers. Dense and banded matrices are handled, but not general sparse matrices. In all areas, similar functionality is provided for real and complex matrices, in both single and double precision. If you're uncertain of the LAPACK routine name to address your application's needs, check out the

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