Templates for the Solution of Linear Systems

Templates for the Solution of Linear Systems
Author: Richard Barrett
Publisher: SIAM
Total Pages: 141
Release: 1994-01-01
Genre: Mathematics
ISBN: 9781611971538

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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.

Templates for the Solution of Linear Systems

Templates for the Solution of Linear Systems
Author: Richard Barrett
Publisher: SIAM
Total Pages: 130
Release: 1994-01-01
Genre: Mathematics
ISBN: 0898713285

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Mathematics of Computing -- Numerical Analysis.

Matrix Iterative Analysis

Matrix Iterative Analysis
Author: Richard S Varga
Publisher: Springer Science & Business Media
Total Pages: 363
Release: 2009-12-05
Genre: Mathematics
ISBN: 3642051561

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This book is a revised version of the first edition, regarded as a classic in its field. In some places, newer research results have been incorporated in the revision, and in other places, new material has been added to the chapters in the form of additional up-to-date references and some recent theorems to give readers some new directions to pursue.

Iterative Krylov Methods for Large Linear Systems

Iterative Krylov Methods for Large Linear Systems
Author: H. A. van der Vorst
Publisher: Cambridge University Press
Total Pages: 242
Release: 2003-04-17
Genre: Mathematics
ISBN: 9780521818285

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Table of contents

Parallel Numerical Algorithms

Parallel Numerical Algorithms
Author: David E. Keyes
Publisher: Springer Science & Business Media
Total Pages: 403
Release: 2012-12-06
Genre: Mathematics
ISBN: 9401154120

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In this volume, designed for computational scientists and engineers working on applications requiring the memories and processing rates of large-scale parallelism, leading algorithmicists survey their own field-defining contributions, together with enough historical and bibliographical perspective to permit working one's way to the frontiers. This book is distinguished from earlier surveys in parallel numerical algorithms by its extension of coverage beyond core linear algebraic methods into tools more directly associated with partial differential and integral equations - though still with an appealing generality - and by its focus on practical medium-granularity parallelism, approachable through traditional programming languages. Several of the authors used their invitation to participate as a chance to stand back and create a unified overview, which nonspecialists will appreciate.

Applied Numerical Linear Algebra

Applied Numerical Linear Algebra
Author: James W. Demmel
Publisher: SIAM
Total Pages: 426
Release: 1997-08-01
Genre: Mathematics
ISBN: 0898713897

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This comprehensive textbook is designed for first-year graduate students from a variety of engineering and scientific disciplines.

The Symmetric Eigenvalue Problem

The Symmetric Eigenvalue Problem
Author: Beresford N. Parlett
Publisher: SIAM
Total Pages: 422
Release: 1998-01-01
Genre: Mathematics
ISBN: 9781611971163

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According to Parlett, "Vibrations are everywhere, and so too are the eigenvalues associated with them. As mathematical models invade more and more disciplines, we can anticipate a demand for eigenvalue calculations in an ever richer variety of contexts." Anyone who performs these calculations will welcome the reprinting of Parlett's book (originally published in 1980). In this unabridged, amended version, Parlett covers aspects of the problem that are not easily found elsewhere. The chapter titles convey the scope of the material succinctly. The aim of the book is to present mathematical knowledge that is needed in order to understand the art of computing eigenvalues of real symmetric matrices, either all of them or only a few. The author explains why the selected information really matters and he is not shy about making judgments. The commentary is lively but the proofs are terse. The first nine chapters are based on a matrix on which it is possible to make similarity transformations explicitly. The only source of error is inexact arithmetic. The last five chapters turn to large sparse matrices and the task of making approximations and judging them.

Applied Parallel Computing

Applied Parallel Computing
Author: Bo Kagström
Publisher: Springer
Total Pages: 1192
Release: 2007-09-22
Genre: Computers
ISBN: 3540757554

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This book constitutes the thoroughly refereed post-proceedings of the 8th International Workshop on Applied Parallel Computing, PARA 2006. It covers partial differential equations, parallel scientific computing algorithms, linear algebra, simulation environments, algorithms and applications for blue gene/L, scientific computing tools and applications, parallel search algorithms, peer-to-peer computing, mobility and security, algorithms for single-chip multiprocessors.

Introduction to Applied Linear Algebra

Introduction to Applied Linear Algebra
Author: Stephen Boyd
Publisher: Cambridge University Press
Total Pages: 477
Release: 2018-06-07
Genre: Business & Economics
ISBN: 1316518965

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A groundbreaking introduction to vectors, matrices, and least squares for engineering applications, offering a wealth of practical examples.