Computational Methods For General Sparse Matrices

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Computational Methods For General Sparse Matrices

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Author : Zahari Zlatev
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17

Computational Methods For General Sparse Matrices written by Zahari Zlatev and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Mathematics categories.

Computational Methods For General Sparse Matrices

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Author : Zahari Zlatev
language : en
Publisher:
Release Date : 2014-01-15

Computational Methods For General Sparse Matrices written by Zahari Zlatev and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.

Computational Methods For General Sparse Matrices

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Author : Zahari Zlatev
language : en
Publisher: Springer Science & Business Media
Release Date : 1991-09-30

Computational Methods For General Sparse Matrices written by Zahari Zlatev and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991-09-30 with Computers categories.

Mathematics of Computing -- Numerical Analysis.

Sparse Matrix Technology

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Author : Sergio Pissanetzky
language : en
Publisher: Academic Press
Release Date : 2014-06-28

Sparse Matrix Technology written by Sergio Pissanetzky and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-28 with Mathematics categories.

Sparse Matrix Technology presents the methods, concepts, ideas, and applications of sparse matrix technology. The text provides the fundamental methods, procedures, techniques, and applications of sparse matrix technology in software development. The book covers topics on storage schemes and computational techniques needed for sparse matrix technology; sparse matrix methods and algorithms for the direct solution of linear equations; and algorithms for different purposes connected with sparse matrix technology. Engineers, programmers, analysts, teachers, and students in the computer sciences will find the book interesting.

Iterative Methods For Sparse Linear Systems

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Author : Yousef Saad
language : en
Publisher: SIAM
Release Date : 2003-04-01

Iterative Methods For Sparse Linear Systems written by Yousef Saad and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-04-01 with Mathematics categories.

Mathematics of Computing -- General.

Direct Methods For Sparse Linear Systems

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Author : Timothy A. Davis
language : en
Publisher: SIAM
Release Date : 2006-09-01

Direct Methods For Sparse Linear Systems written by Timothy A. Davis and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-01 with Computers categories.

The sparse backslash book. Everything you wanted to know but never dared to ask about modern direct linear solvers. Chen Greif, Assistant Professor, Department of Computer Science, University of British Columbia.Overall, the book is magnificent. It fills a long-felt need for an accessible textbook on modern sparse direct methods. Its choice of scope is excellent John Gilbert, Professor, Department of Computer Science, University of California, Santa Barbara.Computational scientists often encounter problems requiring the solution of sparse systems of linear equations. Attacking these problems efficiently requires an in-depth knowledge of the underlying theory, algorithms, and data structures found in sparse matrix software libraries. Here, Davis presents the fundamentals of sparse matrix algorithms to provide the requisite background. The book includes CSparse, a concise downloadable sparse matrix package that illustrates the algorithms and theorems presented in the book and equips readers with the tools necessary to understand larger and more complex software packages.With a strong emphasis on MATLAB and the C programming language, Direct Methods for Sparse Linear Systems equips readers with the working knowledge required to use sparse solver packages and write code to interface applications to those packages. The book also explains how MATLAB performs its sparse matrix computations.Audience This invaluable book is essential to computational scientists and software developers who want to understand the theory and algorithms behind modern techniques used to solve large sparse linear systems. The book also serves as an excellent practical resource for students with an interest in combinatorial scientific computing.Preface; Chapter 1: Introduction; Chapter 2: Basic algorithms; Chapter 3: Solving triangular systems; Chapter 4: Cholesky factorization; Chapter 5: Orthogonal methods; Chapter 6: LU factorization; Chapter 7: Fill-reducing orderings; Chapter 8: Solving sparse linear systems; Chapter 9: CSparse; Chapter 10: Sparse matrices in MATLAB; Appendix: Basics of the C programming language; Bibliography; Index.

Sparse Matrix Computations

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Author : James R. Bunch
language : en
Publisher:
Release Date : 1976

Sparse Matrix Computations written by James R. Bunch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Mathematics categories.

The papers in this volume were presented at the Symposium on Sparse Matrix Computations held at Argonne National Laboratory in September 1975. It presents research in applied numerical analysis but with considerable influence from computer science. Most of the papers deal explicitly or implicitly with the design, analysis, implementation, and application of computer algorithms. Such an emphasis includes not only the establishment of space and time complexity bounds, as well as an attempt to understand the algorithms and the computing environment in enough detail to make design decisions for effective mathematical software to be used as tools in science and engineering.

Proceedings Of The Seventh Siam Conference On Parallel Processing For Scientific Computing

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Author : David H. Bailey
language : en
Publisher: SIAM
Release Date : 1995-01-01

Proceedings Of The Seventh Siam Conference On Parallel Processing For Scientific Computing written by David H. Bailey and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-01-01 with Science categories.

Proceedings -- Parallel Computing.

Numerical Linear Algebra For High Performance Computers

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Author : Jack J. Dongarra
language : en
Publisher: SIAM
Release Date : 1998-01-01

Numerical Linear Algebra For High Performance Computers written by Jack J. Dongarra and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with Computers categories.

This book presents a unified treatment of recently developed techniques and current understanding about solving systems of linear equations and large scale eigenvalue problems on high-performance computers. It provides a rapid introduction to the world of vector and parallel processing for these linear algebra applications. Topics include major elements of advanced-architecture computers and their performance, recent algorithmic development, and software for direct solution of dense matrix problems, direct solution of sparse systems of equations, iterative solution of sparse systems of equations, and solution of large sparse eigenvalue problems.

Proceedings Of The 1995 International Conference On Parallel Processing

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Author : Constantine Polychronopoulos
language : en
Publisher: CRC Press
Release Date : 1995-08-08

Proceedings Of The 1995 International Conference On Parallel Processing written by Constantine Polychronopoulos and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-08-08 with Computers categories.

This set of technical books contains all the information presented at the 1995 International Conference on Parallel Processing. This conference, held August 14 - 18, featured over 100 lectures from more than 300 contributors, and included three panel sessions and three keynote addresses. The international authorship includes experts from around the globe, from Texas to Tokyo, from Leiden to London. Compiled by faculty at the University of Illinois and sponsored by Penn State University, these Proceedings are a comprehensive look at all that's new in the field of parallel processing.