LAPACK95 Users' Guide
Author | : V. A. Barker |
Publisher | : SIAM |
Total Pages | : 270 |
Release | : 2001-01-01 |
Genre | : Technology & Engineering |
ISBN | : 0898715040 |
LAPACK95 Users' Guide provides an introduction to the design of the LAPACK95 package.
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Author | : V. A. Barker |
Publisher | : SIAM |
Total Pages | : 270 |
Release | : 2001-01-01 |
Genre | : Technology & Engineering |
ISBN | : 0898715040 |
LAPACK95 Users' Guide provides an introduction to the design of the LAPACK95 package.
Author | : E. Anderson |
Publisher | : SIAM |
Total Pages | : 422 |
Release | : 1999-01-01 |
Genre | : Mathematics |
ISBN | : 0898714478 |
LAPACK is a library of numerical linear algebra subroutines designed for high performance on workstations, vector computers, and shared memory multiprocessors. Release 3.0 of LAPACK introduces new routines and extends the functionality of existing routines. The most significant new routines and functions include: 1. a faster singular value decomposition computed by divide-and-conquer 2. faster routines for solving rank-deficient least squares problems: Using QR with column pivoting using the SVD based on divide-and-conquer 3. new routines for the generalized symmetric eigenproblem: faster routines based on divide-and-conquer routines based on bisection/inverse iteration, for computing part of the spectrum 4. faster routine for the symmetric eigenproblem using "relatively robust eigenvector algorithm" 5. new simple and expert drivers for the generalized nonsymmetric eigenproblem, including error bounds 6. solver for generalized Sylvester equation, used in 5 7.computational routines used in 5 Each Users' Guide comes with a 'Quick Reference Guide' card.
Author | : L. S. Blackford |
Publisher | : Society for Industrial and Applied Mathematics (SIAM) |
Total Pages | : 325 |
Release | : 1997 |
Genre | : Algebras, Linear |
ISBN | : 9780898714005 |
Accompanying CD-ROM includes HTML version of the ScaLAPACK User's Guide, the source code for the package, testing and timing programs, prebuilt versions of the library for a number of computers, example programs, and the full set of LAPACK working notes.
Author | : Richard B. Lehoucq |
Publisher | : SIAM |
Total Pages | : 150 |
Release | : 1998-01-01 |
Genre | : Mathematics |
ISBN | : 0898714079 |
This book is a guide to understanding and using the software package ARPACK to solve large algebraic eigenvalue problems. The software described is based on the implicitly restarted Arnoldi method, which has been heralded as one of the three most important advances in large scale eigenanalysis in the past ten years. The book explains the acquisition, installation, capabilities, and detailed use of the software for computing a desired subset of the eigenvalues and eigenvectors of large (sparse) standard or generalized eigenproblems. It also discusses the underlying theory and algorithmic background at a level that is accessible to the general practitioner.
Author | : Desmond J. Higham |
Publisher | : SIAM |
Total Pages | : 485 |
Release | : 2016-12-27 |
Genre | : Science |
ISBN | : 1611974658 |
MATLAB is an interactive system for numerical computation that is widely used for teaching and research in industry and academia. It provides a modern programming language and problem solving environment, with powerful data structures, customizable graphics, and easy-to-use editing and debugging tools. This third edition of MATLAB Guide completely revises and updates the best-selling second edition and is more than 30 percent longer. The book remains a lively, concise introduction to the most popular and important features of MATLAB and the Symbolic Math Toolbox. Key features are a tutorial in Chapter 1 that gives a hands-on overview of MATLAB; a thorough treatment of MATLAB mathematics, including the linear algebra and numerical analysis functions and the differential equation solvers; and a web page at http://www.siam.org/books/ot150 that provides example program files, updates, and links to MATLAB resources. The new edition contains color figures throughout; includes pithy discussions of related topics in new ?Asides" boxes that augment the text; has new chapters on the Parallel Computing Toolbox, object-oriented programming, graphs, and large data sets; covers important new MATLAB data types such as categorical arrays, string arrays, tall arrays, tables, and timetables; contains more on MATLAB workflow, including the Live Editor and unit tests; and fully reflects major updates to the MATLAB graphics system. This book is suitable for both beginners and more experienced users, including students, researchers, and practitioners.
Author | : E. Anderson |
Publisher | : SIAM |
Total Pages | : 428 |
Release | : 1999-01-01 |
Genre | : Mathematics |
ISBN | : 9780898719604 |
LAPACK is a library of numerical linear algebra subroutines designed for high performance on workstations, vector computers, and shared memory multiprocessors. Release 3.0 of LAPACK introduces new routines and extends the functionality of existing routines.
Author | : J. Cullum |
Publisher | : Elsevier |
Total Pages | : 339 |
Release | : 1986-01-01 |
Genre | : Mathematics |
ISBN | : 0080872387 |
Results of research into large scale eigenvalue problems are presented in this volume. The papers fall into four principal categories:novel algorithms for solving large eigenvalue problems, novel computer architectures, computationally-relevant theoretical analyses, and problems where large scale eigenelement computations have provided new insight.
Author | : David G. Luenberger |
Publisher | : John Wiley & Sons |
Total Pages | : 348 |
Release | : 1997-01-23 |
Genre | : Technology & Engineering |
ISBN | : 9780471181170 |
Engineers must make decisions regarding the distribution of expensive resources in a manner that will be economically beneficial. This problem can be realistically formulated and logically analyzed with optimization theory. This book shows engineers how to use optimization theory to solve complex problems. Unifies the large field of optimization with a few geometric principles. Covers functional analysis with a minimum of mathematics. Contains problems that relate to the applications in the book.
Author | : Zhaojun Bai |
Publisher | : SIAM |
Total Pages | : 430 |
Release | : 2000-01-01 |
Genre | : Computers |
ISBN | : 0898714710 |
Mathematics of Computing -- Numerical Analysis.
Author | : Richard Barrett |
Publisher | : SIAM |
Total Pages | : 141 |
Release | : 1994-01-01 |
Genre | : Mathematics |
ISBN | : 9781611971538 |
In this book, which focuses on the use of iterative methods for solving large sparse systems of linear equations, templates are introduced to meet the needs of both the traditional user and the high-performance specialist. Templates, a description of a general algorithm rather than the executable object or source code more commonly found in a conventional software library, offer whatever degree of customization the user may desire. Templates offer three distinct advantages: they are general and reusable; they are not language specific; and they exploit the expertise of both the numerical analyst, who creates a template reflecting in-depth knowledge of a specific numerical technique, and the computational scientist, who then provides "value-added" capability to the general template description, customizing it for specific needs. For each template that is presented, the authors provide: a mathematical description of the flow of algorithm; discussion of convergence and stopping criteria to use in the iteration; suggestions for applying a method to special matrix types; advice for tuning the template; tips on parallel implementations; and hints as to when and why a method is useful.