81. Numerical Mathematics. Free Mathematical Software Downloads Features programs that will find solutions for functions, equations, differential equations, regression, approximation, interpolation, linear algebra, integration, maxima and minima, and 3D graphing. Includes free download demonstrations and general explanation of methods used. http://www.numericalmathematics.com/

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82. Linear Algebra: An Introduction To Linear Algebra For Pre-Calculus Students This book is an introduction to linear algebra for precalculus students. LinearAlgebra. An Introduction to linear algebra for Pre-Calculus Students. by. http://ceee.rice.edu/Books/LA/

Linear Algebra An Introduction to Linear Algebra for Pre-Calculus Students by Tamara Anthony Carter Lecturer in Mathematics, University of North Texas Richard A. Tapia Noah Harding Professor, Computational and Applied Mathematics Director, Center for Excellence and Equity in Education Anne Papakonstantinou Director, Rice University School Mathematics Project Publications CEEE Home Rice Home Send comments on material to Tamara Carter These pages are maintained by Hilena Vargas hvargas@rice.edu Updated: August 10, 2000

83. Lucent Technologies Software Distribution An old but dependable library of Fortran 77 code which includes approximation, ODE/PDE solution, linear algebra, optimization, quadrature, root finding, special functions and FFTs. You must agree to singleuser licence conditions before downloading a gzipped tar file (1Mb). http://www.bell-labs.com/cgi-user/swdist/distribution/

The currently available software is listed below with its associated license. You may review a license prior to downloading by clicking on the license name. To select software to download, click its Select radio button and the Continue button at the bottom of this page. Select Software Description License CineBlitz Multi-media File System Lucent Public CORBA/SNMP Gateway The CORBA/SNMP gateway is an application level gateway between CORBA applications and SNMP agents. The CORBA/SNMP gateway makes the remote SNMP agents appear as CORBA servers. Lucent Public Distributed Object-oriented Reliable Service (DOORS) CORBA middleware-based fault-tolerance for distributed objects Lucent Public Bell Labs ICAP Client Library A library implementing the client-side part of the ICAP protocol Non-exclusive Non-commercial Limited-use Binary Bell Labs IRML Parser A parser for the Intermediary Rule Markup Language (IRML) Lucent Public Bell Labs Internet Service Engine (ISE) A generic and extensible platform for HTTP-based content service applications Non-exclusive Non-commercial Limited-use Binary MicroMonitor An Embedded System Boot Platform Lucent Public Pebble A toolkit for generating specialized operating systems from components Non-exclusive Non-commercial Limited-use Source RTPlib A library implementing the Real-Time Transfer Protocol (RTP), as described in RFC 1889 and draft-ietf-avt-rtp-new

84. Linear Algebra Book linear algebra Book. Beginning with linear algebra. Spring 2003 Version. Thepdf files below contain careful drafts of our chapters on linear algebra. http://www.math.gatech.edu/~carlen/1502S/cnotes.html

Linear Algebra Book Beginning with Linear Algebra by Eric Carlen and Conceicao Carvalho Spring 2003 Version The pdf files below contain careful drafts of our chapters on linear algebra. The content is what is covered in our 1502 course. These versions are final for Spring 2003. They are the same ones that will be available in print form at the bookstore by the fifth week. Title page and Index Chapter One Chapter Two Chapter Three ... Cover Answers and Solutions for the Odd Numbered Problems Solutions for Chapter One Solutions for Chapter Two, Sections 1-4 Thanks again to Fred Andrew, Rena Brakebill, John Elton and Michael Loss who, along with many students, made many useful suggestions. Please keep them coming in!

85. The Matrix Template Library Highperformance generic component library that provides comprehensive linear algebra functionality for a wide variety of matrix formats. http://www.lsc.nd.edu/research/mtl/

Search Support Download Contents Navigating This Site What's New Download MTL Search MTL Pages MTL Home On-Line Documentation Introduction Programmer's Reference Examples Performance Results ... Coding Standards Related Work Related Projects at OSL Projects Using MTL Generic Programming Scientific Computing MTL Publications Papers Presentations Contact Support Contribute! Mailing Lists User Comments/Eval ... License Information Overview The Matrix Template Library (MTL) is a high-performance generic component library that provides comprehensive linear algebra functionality for a wide variety of matrix formats. As with the Standard Template Library (STL) , MTL uses a five-fold approach, consisting of generic functions, containers, iterators, adaptors, and function objects, all developed specifically for high performance numerical linear algebra. Within this framework, MTL provides generic algorithms corresponding to the mathematical operations that define linear algebra. Similarly, the containers, adaptors, and iterators are used to represent and to manipulate concrete linear algebra objects such as matrices and vectors. To many scientific computing users, however, the advantages of an elegant programming interface are secondary to issues of performance. Generic programming is a powerful tool in this regard as well - performance tuning can itself be described in a generic fashion. These performance tuning abstractions are realized in a generic low-level library - the Basic Linear Algebra Instruction Set (BLAIS). Experimental results show that MTL with the BLAIS achieves performance that is as good as, or better than, vendor-tuned libraries. Thus, MTL demonstrates that the proper abstractions can be used to achieve high levels of performance, contrary to conventional wisdom. In addition, MTL requires orders of magnitude fewer lines of code for its implementation, with the concomitant savings in development and maintenance effort.

86. Automatically Tuned Linear Algebra Software (ATLAS) Automatically Tuned linear algebra Software (ATLAS). Home DocsFAQ Errata Software Support Lists Developer home The http://math-atlas.sourceforge.net/

Automatically Tuned Linear Algebra Software (ATLAS) [Home] [Docs] [FAQ] [Errata] ... [Developer home] 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] ... [Developer home]

87. LAPACK -- Linear Algebra PACKage written in Fortran77; provides routines for solving systems of simultaneous linear equations, leastsquares solutions of linear systems of equations, eigenvalue problems, and singular value problems. http://netlib2.cs.utk.edu/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

88. Matrix Calculator mcalcdos is a free command line linear algebra calculator capable of matrix, vector and polynomial operations in real and complex fields. http://www.angelfire.com/space/matrixcalc/

Matrix Calculator Mcalcdos is a free command line linear algebra calculator capable of matrix, vector and polynomial operations in real and complex fields. Download Download mcalcdos.exe for free!! Click here for updates made to the current release To use, simply input mathematical expressions in the same manner as written to return the result. For a list of available functions, type help. To ease input, multiplication is implied between adjacent operands. e^(2 pi i) + 0.5 cos (2 pi/3) Variables are assigned using = as in the following example: a = (1 + sqrt 5) / 2 Once assigned, variables can be used in subsequent expressions. The variable ans is automatically updated to the result of the previous expression. Other reserved names include pi, i, e, X (which is used in polynomial expressions) and all the function names. Any other variable names are permitted. varname = 14 e ^ 0.7 newvar = 3.7! + varname inverse a * b eval (X^3 - 7X + 1, -3) Eventually, this program will be given a windows GUI, but until then, feel free to use and distribute the text based version. Please contact me with any questions, comments or for (very) limited support. Email: jv_chile@hotmail.com

89. Fields Institute - Numerical Linear Algebra Workshop on Numerical linear algebra in Scientific and Engineering ApplicationsOctober 29 November 2, 2001 The Fields Institute, Second Floor. http://www.fields.utoronto.ca/programs/scientific/01-02/numerical/linear_algebra

THEMATIC PROGRAMS March 18, 2003 Home About Us Mathematics Education Calendar of Events ... Search Numerical and Computational Challenges in Science and Engineering Workshop on Numerical Linear Algebra in Scientific and Engineering Applications October 29 - November 2, 2001 The Fields Institute, Second Floor Organizers: Gene H. Golub (Stanford University) Esmond G. Ng (Lawrence Berkeley National Laboratory) Housing and Hotels Thematic Year Homepage Workshop Schedule and Speaker Abstracts ... Visitor Information The workshop is sponsored by the SIAM Activity Group on Linear Algebra. In the last decade computational work has become as important as theoretical and experimental work in many branches of science and engineering. Numerical linear algebra is often at the heart of many computational science and engineering problems, such as materials science simulations, computational finance, structural biology, and image and signal processing, just to name a few. The success of such computational work relies heavily on the development of state-of-the-art algorithms for solving various numerical linear algebra problems. The goal of the Workshop on Numerical Linear Algebra in Scientific and Engineering Applications is to bring together computational scientists and researchers in numerical linear algebra to foster interaction and collaboration between the two communities. The workshop will highlight not only numerical linear algebra problems arising from several computational science problems, but it will also present recent developments in the area of numerical linear algebra.

90. Linear Algebra With Maple Stat/Math, Math, Maple, linear algebra with Maple, Search In Stat/Math.linear algebra with Maple. The output here http://www.indiana.edu/~statmath/math/maple/linalg.html

Stat/Math Math Maple Linear Algebra with Maple Search: In: Stat/Math Math Maple Linear Algebra with Maple The output here is in character mode, rather than the default "high-resolution" mode. It's still formatted in two dimensions, so you need a monospaced font (for preformatted material) and a "sufficiently" wide window. This is a list of the functions added by loading the "linalg" package. To find out more about vector , for example, type ?vector v := [ a, b, c ] [ a b ] m := [ ] [ c d ] [2 a + 3 b, 2 c + 3 d] - 2 d + 3 b - 2 c + 3 a [ -, - - ] b c - a d b c - a d a d - b c 2 2 1/2 1/2 a + 1/2 d + 1/2 (a - 2 a d + d + 4 b c) , 2 2 1/2 1/2 a + 1/2 d - 1/2 (a - 2 a d + d + 4 b c) A common error is trying to compute the determinant, or eigenvalues, of a large symbolic

91. HPC-Netlib: Linear Algebra Software HPCNetlib linear algebra Software. Software Catalog SoftwareEvaluations Literature hpc-netlib@netlib.org. http://www.nhse.org/hpc-netlib/linalg/

HPC-Netlib: Linear Algebra Software Software Catalog Software Evaluations Literature hpc-netlib@netlib.org

92. Computer Science Department of Computer Science. Research areas include computer networks and communications, computer vision, distributed systems, logic and knowledge representation, numerical analysis and numerical linear algebra, parallel and functional programming, persistent object systems, and programming languages. http://www.cs.adelaide.edu.au/

The University of Adelaide Home Departments Search Computer Science Computer Science provides an understanding of how software combined with hardware can be used to overcome an astonishing range of challenges. Computer Science is the study of humanity's most complex creations. At Adelaide, we confront the challenge of this complexity head-on Information For Students Staff Information About Research Staff Ph.D. Research Training Seminar Programme ... Computing Facilities Department of Computer Science THE UNIVERSITY OF ADELAIDE SA 5005 AUSTRALIA Email: secretary@cs.adelaide.edu.au Telephone: Facsimile: Last Modified 20 Nov 2002 Systems CRICOS Provider Number 00123M Privacy

93. Linear Algebra -- From MathWorld linear algebra, linear algebra is the study of linear sets of equations andtheir transformation properties. Resources for Teaching linear algebra. http://mathworld.wolfram.com/LinearAlgebra.html

Algebra Linear Algebra General Linear Algebra Algebra ... Ring Theory Linear Algebra "Linear algebra" is the study of linear sets of equations and their transformation properties. Linear algebra allows the analysis of rotations in space, least squares fitting , solution of coupled differential equations, determination of a circle passing through three given points, as well as many other problems in mathematics, physics, and engineering. The matrix and determinant are extremely useful tools of linear algebra. One central problem of linear algebra is the solution of the matrix equation for x . While this can, in theory, be solved using a matrix inverse other techniques such as Gaussian elimination are numerically more robust. In addition to being used to describe the study of linear sets of equations, the term "linear algebra" is also used to describe a particular type of algebra. In particular, a linear algebra L over a field F has the structure of a ring with all the usual axioms for an inner addition and an inner multiplication together with distributive laws, therefore giving it more structure than a ring. A linear algebra also admits an outer operation of multiplication by scalars (that are elements of the underlying field F ). For example, the set of all linear transformations from a

94. SAL- Mathematics - Array-Oriented & Linear Algebra Systems routines like Linpack, Eispack, Lapack, Blas, from Netlib, so that you have accessto these powerful numerical linear algebra routines within a single package. http://sal.kachinatech.com/A/2/

With software in this section, you can handle calculations of array-oriented (vector, matrix) data easily without worrying about the detailed programming techniques. Many of the software here contain classical numerical routines like Linpack, Eispack, Lapack Blas , from Netlib Search SAL: Commercial, Shareware, GPL Classic MATLAB freeware (old) MATLAB with linear algebra routines. Euler numerical matrix language. GAUSS a data analysis environment based on the GAUSS matrix language. Gnatlab a tool for fast matrix manipulation and calculation. HCL a C++ class library to implement vectors and linear operators. IDL data analysis, visualization and application development. enable communication from IDL to Matlab. magicsqr a magic squares generator. MATCALC easy-to-use matrix calculation package. MATCOM MATLAB to C++ translator and C++ matrix class library. MATLAB interactive numeric computation and visualization. Matrix Math a software to quickly and easily compute functions of matrices. Matwrap a wrapper generator for matrix languages.

95. Linear Algebra Java Demos linear algebra Demos. Upn-Running Applets. About These Applets; LinearAlgebra at MIT; Strang's linear algebra Book. Feedback Aaddzz Counter. http://www.freeboundaries.org/java/la_applets/

Linear Algebra Demos Up-n-Running Applets Eigenvalues SVD (Singular Value Decomposition) Gaussian Elimination Determinants ... Gram-Schmidt Orthogonalization Applied Mathematics Applets Inner Product of Functions Sum of a Trigonometric Series Fourier Series Gibbs Phenomenon ... Aliasing Under construction Column Spaces Least Squares Links Can I view the applets? About These Applets Linear Algebra at MIT Strang's Linear Algebra Book ... Feedback

96. Matrix Analysis & Applied Linear Algebra http://matrixanalysis.com/

97. Matrix Analysis & Applied Linear Algebra By Carl D. Meyer. Full text in PDF with errata, updates and solutions. http://www.matrixanalysis.com/

98. Notes On Linear Algebra Notes on linear algebra. These are links to PostScript filescontaining notes for various topics in linear algebra. http://www.millersv.edu/~bikenaga/linalg/linanote.html

Notes on Linear Algebra These are links to PostScript files containing notes for various topics in linear algebra. How do I view/print the notes? How may I use/distribute the notes? How did you write them? These notes were revised during Spring, 2002. matrix.ps (6 pages, 56,529 bytes) : Basic operations with matrices explained by example. matprop.ps (7 pages, 72,073 bytes) : Definitions and properties of matrix operations (addition, multiplication, transpose). rowred.ps (6 pages, 57,017 bytes) : Row reduction. inverse.ps (9 pages, 83,145 bytes) : Inverses and elementary matrices. specmat.ps (4 pages, 49,322 bytes) : Diagonal and triangular matrices. det.ps (12 pages, 115,503 bytes) : Determinants. vectorsp.ps (5 pages, 56,513 bytes) : Vector spaces. lintrans.ps (11 pages, 280,691 bytes) : Linear transformations (finite-dimensional case). finfield.ps (4 pages, 54,757 bytes) : Introduction to vectors and matrices over finite fields (in the special case of Z_p). linind.ps (5 pages, 52,567 bytes) : Linear independence. basis.ps (5 pages, 61,815 bytes)

99. Linear Algebra Visualization Assistant Sorry, these pages require frames. http://www.math-cs.gordon.edu/~senning/lava/lava.html

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100. Linear Algebra Internet Resources for College Math Students. linear algebra. Numerical and ComputationalIssues. Numerical linear algebra linear algebra Computer Exercises http://www.langara.bc.ca/mathstats/resource/onWeb/linalg/

Langara College - Department of Mathematics and Statistics Internet Resources for College Math Students Linear Algebra Systems of Equations Vector Geometry Matrix Algebra Linear Transformations ... Applications FullCourses and CrossTopicProjects Elementary Linear Algebra(by Matthews@queensland.au) Linear Algebra WebNotes(byMarkSapir@vanderbilt) Lecture Notes from a Linear Algebra Course at Cornell(byRLance) Elements of Abstract and Linear Algebra(byEConnell@uMiami) ... miscjava@ies Individual Topic Items Systems of Equations http://www.hofstra.edu/~matscw/tutorialsf1/frames2_2.html for 2 unknowns http://www.hofstra.edu/~matscw/tutorialsf1/frames2_3.html for 3 unknowns 2x2systems@hofstra 3x3systems@hofstra 3x3 System by Spreadsheet(@ArkansasStU) Gaussian Elimination@OregonState ... MathsOnlineGallery (@uVienn.austria) 3dPlanes This cross product demo has, I think, a very natural user interface. cross product demo(3dpic)byPhys@syracuse The Cross Product @swarthmore The Cross Product@OregonState Vector Cross Product - JAVA Interactive Tutorial ... Planes@CRCviaGeomCentre@umn Matrix Algebra Matrices@OregonState Determinants@OregonState S.O.S. Math - Matrix Algebra

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