21. LAPACK -- Linear Algebra PACKage LAPACK linear algebra PACKage. ( L A P LAPACK++. LAPACK extensions for 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

22. Linear Algebra - MIT OpenCourseWare linear algebra MIT OpenCourseWare, Access to free and open course materials in linear algebra from MIT, Generalized spaces linear algebra Algebra, Universal Mathematical analysis http://rdre1.inktomi.com/click?u=http://ocw.mit.edu/OcwWeb/Mathematics/18-06Line

23. 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 . Development Status: Minimal Maintenance . 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

24. Linear Algebra Toolkit This linear algebra Toolkit is comprised of the modules listed below module is designed to help a linear algebra student learn and practice a basic linear algebra procedure, such as http://www.math.odu.edu/~bogacki/cgi-bin/lat.cgi

Linear Algebra Toolkit - Main Page v. 1.23 This Linear Algebra Toolkit is comprised of the modules listed below . Each module is designed to help a linear algebra student learn and practice a basic linear algebra procedure, such as Gauss-Jordan reduction, calculating the determinant, or checking for linear independence. Click here for additional information on the toolkit. MODULES Systems of linear equations and matrices Row operation calculator Interactively perform a sequence of elementary row operations on the given m x n matrix A. Transforming a matrix to row echelon form Find a matrix in row echelon form that is row equivalent to the given m x n matrix A. Transforming a matrix to reduced row echelon form Find the matrix in reduced row echelon form that is row equivalent to the given m x n matrix A. Solving a linear system of equations Solve the given linear system of m equations in n unknowns. Calculating the inverse using row operations Find (if possible) the inverse of the given n x n matrix A. Determinants Calculating the determinant using row operations Calculate the determinant of the given n x n matrix A.

25. Linear Algebra WebNotes. Cover Page http://www.math.unl.edu/~msapir/cgi-bin/visit

Dr. Mark V. Sapir The Linear Algebra WebNotes has moved with me to Vanderbilt University. Click here to access the WebNotes.

26. The Math Forum - Math Library - Linear Algebra The Math Forum's Internet Math Library is a comprehensive catalog of Web sites and Web pages relating to the study of mathematics. This page contains sites relating to linear algebra. theory of http://mathforum.com/library/topics/linear

Browse and Search the Library Home Math Topics Algebra : Linear Algebra Library Home Search Full Table of Contents Suggest a Link ... Library Help Subcategories (see also All Sites in this category Eigenvectors/Eigenvalues Matrices Systems of Linear Equations ... Vectors Selected Sites (see also All Sites in this category Linear Algebra - Math Forum Links to some of the best Internet resources for linear algebra: classroom materials, software, Internet projects, and public forums for discussion. more>> Linear and Matrix Algebra (Mathematics Archives) - University of Tennessee, Knoxville (UTK) An extensive list of links to sites with information about linear algebra, classified by level and type of resource. more>> Linear and Multilinear Algebra; Matrix Theory (Finite and Infinite) - Dave Rusin; The Mathematical Atlas A short article designed to provide an introduction to linear and multilinear algebra and matrix theory. As presented to engineers and as the subject of much numerical analysis, this subject is Matrix Theory. To an algebraist or geometer, it is the theory of Vector Spaces. 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, applications and related fields and subfields; textbooks, reference works, and tutorials; software and tables; other web sites with this focus.

27. Fourth SIAM Conference On Linear Algebra In Signals, Systems And Control Boston, MA, USA; 1315 August 2001. http://www.siam.org/meetings/lc01/

28. Osni Marques' Home Page BLZPACK uses the block Lanczos algorithm to solve (generalized) eigenvalue problems, HLZPACK uses the Lanczos algorithm to solve Hermitian eigenvalue problems, and SKYPACK implements algorithms for matrices having a skyline structure. By Osni Marques. http://crd.lbl.gov/~osni/#Software

Osni Marques Address: Lawrence Berkeley National Laboratory 1 Cyclotron Road, MS 50F-1650 Berkeley, CA 94720-8139, USA E-mail: oamarques@lbl.gov Phone: Fax: Interests Papers Applications Software ... Other Research and Interests Numerical methods for the LAPACK and ScaLAPACK libraries. The DOE ACTS Collection and the NSF NPACI Project. Algorithms for the solution of large, sparse, eigenvalue problems. High-end scientific computing. Selected Papers A Computational Strategy for the Solution of Large Linear Inverse Problems in Geophysics , with T. Drummond and D. W. Vasco. International Parallel and Distributed Processing Symposium (IPDPS), Nice, France, 2003. Resolution, Uncertainty and Whole Earth Tomography , with D. W. Vasco and L. R. Johnson. Journal of Geophysical Research, Solid Earth, 108, Jan 10, 2003. The Advanced Computational Testing and Simulation (ACTS) Toolkit: What can ACTS do for you? , with T. Drummond. Technical Report LBNL-50414, 2002. On Computing Givens Rotations Reliably and Efficiently , with D. Bindel, J. Demmel and W. Kahan. ACM TOMS, 28:206-238, 2002. Geodetic Imaging: High Resolution Reservoir Monitoring using Satellite Interferometry , with D. W. Vasco, C. Wicks Jr. and K. Karasaki. Geophysical Journal International, 200:1-12, 2001.

29. ScienceDirect - Linear Algebra And Its Applications - List Of Issues www.sciencedirect.com/webeditions/journal/00243795 www3.interscience.wiley.com/cgi-bin/jtoc?ID=5957 www3.interscience.wiley.com/cgi-bin/jhome/5957 More results from www3.interscience.wiley.com Course 18.06 linear algebraCourse 18.06 linear algebra (Spring 2004). Department of Mathematics Massachusetts Institute of Technology. Goals of the linear algebra Course (html). http://www.sciencedirect.com/science/journal/00243795

This Feature requires JavaScript Register or Login: Password: Athens Login Linear Algebra and its Applications Bookmark this page as: http://www.sciencedirect.com/science/journal/00243795 Articles in Press Volumes 381 - 385 Volume 385 , (1 July 2004) Special Issue in honor of Peter Lancaster Volume 385 , (1 July 2004) Special Issue in honor of Peter Lancaster Volume 384 , Pages 1-243 (1 June 2004) Volume 383 , Pages 1-247 (15 May 2004) Special Issue in honor of Heydar Radjavi Volume 382 , Pages 1-279 (1 May 2004) Volume 381 , (1 April 2004) Volumes 371 - 380 Volumes 361 - 370 Volumes 351 - 360 Volumes 341 - 350 ... Volumes 1 - 10 Alert me when new Journal Issues are available Add this journal to My Favorite Journals Sample Issue Online More Publication Info Information for Authors Feedback ... Elsevier B.V.

30. Linear Algebra And Econometrics SPARSEM is a collection of sparse matrix classes that makes programming with sparse matrices (and large problems) almost as easy as a matrix language. BLUPF90 is a BLUP program written using SPARSEM. REMLF90 is a REML version of BLUPF90 that uses accelerated EM algorithm. Other programs included are dense matrix module DENSEOP, Gibbs sampling program GIBBS90, and several versions of linearthreshold models. By Ignacy Misztal and collaborators. http://nce.ads.uga.edu:80/~ignacy/numpub/blupf

31. Gilbert Strang's Home Page MIT. Lecture notes, text and research papers in numerical linear algebra and wavelets. http://www-math.mit.edu/~gs/

Gilbert Strang Professor of Mathematics Department of Mathematics Massachusetts Institute of Technology Room 2-240 Cambridge MA 02139 Phone: (617) 253-4383 Fax: (617) 253-4358 Send e-mail to: gs@math.mit.edu Short Biography: Short Biography Curriculum Vitae: Curriculum Vitae Books and Publications Complete List of Publications Recent Wavelet Papers Textbooks Visit the new Wellesley-Cambridge Press website 2000-2001 Classes 18.06 Linear Algebra (The 18.06 lectures for Fall 1999 are now on the web.) 18.085 Applied Mathematics and Engineering Mathematics 18.327 Wavelets and Filter Banks

32. Linear Algebra, Infinite Dimensions, And Maple linear algebra, Infinite Dimensions, and Maple. Preface for these notes. Chapters 1 and 2. A Decomposition for Matrices. Exp(tA). Chapters 3 and 4. http://www.math.gatech.edu/~herod/Hspace/Hspace.html

Linear Algebra, Infinite Dimensions, and Maple Preface for these notes. Chapters 1 and 2 A Decomposition for Matrices Exp(tA) Chapters 3 and 4 Self Adjoint Transformations in Inner-Product Spaces The Gerschgorin Circle Theorem Chapters 5 and 6 Convergence Orthogonality and Closest Point Projection Chapters 7 and 8 Orthonormal Vectors Chapters 9 and 10 The Finite Dimensional Paradigm Bounded Linear Maps from E to C Chapters 11 and 12 Applications to Differential Equations The Simple Paradigm from E to E Chapters 13 and 14 Adjoint Operators Compact Sets Chapters 15 and 16 Compact Operators The Space of Bounded Linear Operators Chapters 17 and 18 The Eigenvalue Problem Normal Operators and The More General Paradigm Chapters 19 and 20 Compact Operators and Orthonormal Families A Characterization of Compact Operators Chapters 21 and 22 The Fredholm Alternative Theorems Closed Operators Chapter 23 The Deficiency of A Chapter 24 A Problem in Control Chapter 25 Approximation in a Hilbert Space with a reproducing kernel Index for these notes. Maple Constructions for the Text Constructions in Chapters 1 and 2 Constructions in Chapters 3 and 4 Constructions in Chapters 5 and 6 Constructions in Chapters 7 and 8 ... Construction in Chapter 24

33. Statistics And Probability Help Assists users with solving problems in college level statistics, calculus, and linear algebra. Includes message board. http://www.greattutors.com/

We help students with problems in statistics and probability. Our services include: Discussion Board Everybody is welcome to post questions and answers. It's free. Premium Service We provide detailed and complete answers to your questions in a timely and cost-efficient manner. Our GreatTutors have extensive experience in statistics education and data analysis, with a minimum of a Master's degree in statistics. We are committed to helping you understand the concepts and theories of statistics and probability. To request a no-obligation quote, please fill in the form below, or email service@greattutors.com , or fax (978) 926-5850. We will review the problems and send you a quote within 24 hours. Our rate is $40 per hour before adjusting for difficulty and urgency. We accept major credit cards through Paypal. On receipt of your payment, we will begin working on the problems. Solutions are usually sent to you by email within 24 hours. We not only are confident about the quality of our service, we guarantee it. If you are not satisfied with our service, we will happily give you a refund. We have grown almost entirely through word of mouth advertising through satisfied clients. Fields marked with * are required.

34. Math Forum: Linear Algebra The best Internet resources for linear algebra classroom materials, software, Internet projects, and public forums for discussion. linear algebra. http://mathforum.org/linear/linear.html

Linear Algebra Back to Math by Subject Math by Subject K12 Topics algebra arithmetic calculus discrete math geometry pre-calculus prob/stat Advanced Topics analysis calculus diff. equations game theory discrete math geometry (coll.) geometry (adv.) linear algebra modern algebra num. analysis Linear Algebra - Internet Resources See also the Math Forum's Internet Mathematics Library: Linear Algebra Classroom materials for teachers and students Selected linear algebra Internet resources for the classroom including activities and interactive resources. Software for linear algebra Publicly available software and publishers online. Internet projects Activities for students and lovers of linear algebra. Public forums Mailing lists and newsgroups sponsored by the Forum and others where mathematicians,teachers, and students trade ideas about linear algebra. Home The Math Library Quick Reference Search ... Contact Us http://mathforum.org/ webmaster@mathforum.org

35. The Math Forum - Math Library - Linear Algebra This page contains sites relating to linear algebra. Browse and Search the Library Home Math Topics Algebra linear algebra. http://mathforum.org/library/topics/linear/

Browse and Search the Library Home Math Topics Algebra : Linear Algebra Library Home Search Full Table of Contents Suggest a Link ... Library Help Subcategories (see also All Sites in this category Eigenvectors/Eigenvalues Matrices Systems of Linear Equations ... Vectors Selected Sites (see also All Sites in this category Linear Algebra - Math Forum Links to some of the best Internet resources for linear algebra: classroom materials, software, Internet projects, and public forums for discussion. more>> Linear and Matrix Algebra (Mathematics Archives) - University of Tennessee, Knoxville (UTK) An extensive list of links to sites with information about linear algebra, classified by level and type of resource. more>> Linear and Multilinear Algebra; Matrix Theory (Finite and Infinite) - Dave Rusin; The Mathematical Atlas A short article designed to provide an introduction to linear and multilinear algebra and matrix theory. As presented to engineers and as the subject of much numerical analysis, this subject is Matrix Theory. To an algebraist or geometer, it is the theory of Vector Spaces. 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, applications and related fields and subfields; textbooks, reference works, and tutorials; software and tables; other web sites with this focus.

36. Linear Algebra Glossary linear algebra Glossary. This file defines common terms from linear algebra. Back to TABLE OF CONTENTS. Basic linear algebra Subprograms (BLAS). http://www.psc.edu/~burkardt/papers/linear_glossary.html

37. Automatically Tuned Linear Algebra Software (ATLAS) Automatically Tuned linear algebra Software (ATLAS). http://math-atlas.sourceforge.net/

Automatically Tuned Linear Algebra Software (ATLAS) [Home] [Docs] [FAQ] [Errata] ... [SourceForge Summary Page] The ATLAS (Automatically Tuned Linear Algebra Software) project is an ongoing research effort focusing on applying empirical techniques in order to provide portable performance. At present, it provides C and Fortran77 interfaces to a portably efficient BLAS implementation, as well as a few routines from LAPACK If you download the software, it is critically important that you check the ATLAS errata file . This file lists all known errors in ATLAS, and all known system problems (eg., compiler errors, etc), and any fixes and workarounds. See the faq for support help. The newest ATLAS paper is here [Home] [Docs] [FAQ] ... [Timings]

38. SIAM Conference On Applied Linear Algebra The College of William and Mary, Williamsburg, VA; 1519 July 2003. http://www.siam.org/meetings/la03/

39. Mkaz.com : Mathematics : Linear Algebra mkaz.com linear algebra Calculators. copyright (c) 19972003 mkaz.com. mkaz.com get your funk out. Mathematics linear algebra. http://www.mkaz.com/math/line_alg.html

Mathematics My Articles Snapshots Mathematics : Linear Algebra Matrix Calculator (Java Application) UPDATED: 2002-06-13 A Java application which lets you calculate the determinant, adjoint, inverse, transpose, and more of a 'n x n' matrix. ( Source Code Available Linear Algebra Calculator (JavaScript) A matrix calculator, which has the ability to calculate the determinant, adjoint, and inverse of a '3 x 3' matrix. Linear System of 3 Equations (JavaScript) A calculator that can solve a linear system of 3 equations and 3 unknowns, includes explanation on the mathematics behind it. The Mathematics Behind Them. A brief introduction to linear algebra mathematics explaining the functions and theorems used in the matrix calculators. Notes, Comments, Help The matrices may line up funny if you have a smaller display. Make sure you maximize your screen, and it should show up fine. A 800x600 resolution (not maximized) works fine, 640x480 should also look ok maximized.

40. Hermann Grassmann And The Creation Of Linear Algebra NEXT PAGE. Hermann Grassmann and the Creation of linear algebra. Desmond FearnleySander. http://www.maths.utas.edu.au/People/dfs/Papers/GrassmannLinAlgpaper/GrassmannLin

NEXT PAGE Hermann Grassmann and the Creation of Linear Algebra Desmond Fearnley-Sander Introduction Grassmann's life The invention of linear algebra ... References This paper appeared in the American Mathematical Monthly 86 (1979), 809-817. Your comments are welcome: dfs@hilbert.maths.utas.edu.au This html document was generated using the LaTeX HTML Nikos Drakos , Computer Based Learning Unit, University of Leeds.

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