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This book is a guide to understanding and using the software package ARPACK to solve large algebraic eigenvalue problems. The software described is ba...Savoir plus
Provides sophisticated numerical methods for the fast and accurate solution of a variety of equations, including ordinary differential equations, dela...Savoir plus
Intended mainly for use as a reference manual, this third edition encompasses all the improvements of the newest version of the PLTMG software package...Savoir plus
Large-scale problems of engineering and scientific computing often require solutions of eigenvalue and related problems. This book gives a unified ove...Savoir plus
Presents a unified treatment of recently developed techniques and current understanding about solving systems of linear equations and large scale eige...Savoir plus
Performance Optimization of Numerically Intensive Codes offers a comprehensive, tutorial-style, hands-on, introductory and intermediate-level treatmen...Savoir plus
The calculation of partial derivatives is fundamental in scientific computing. Automatic differentiation (AD) can be applied straightforwardly to obta...Savoir plus
The Bertini software package provides a powerful toolset for the numerical solution of systems of polynomial equations. This book provides both a cour...Savoir plus
Conveniently brings together updated versions of 30 articles that originally appeared in SIAM News from 1990 to 1995. The objective of the column from...Savoir plus
Developing accurate and reliable scientific software is notoriously difficult. This book investigates some of the difficulties related to scientific c...Savoir plus
This tutorial provides a comprehensive introduction to the basic concepts of solving partial differential equations using parallel numerical methods. ...Savoir plus
The Lanczos Method: Evolution and Application is divided into two distinct parts. The first part reviews the evolution of one of the most widely used ...Savoir plus
This is the first book on parallel MATLAB and the first parallel computing book focused on the design, code, debug, and test techniques required to qu...Savoir plus
LAPACK95 is a Fortran 95 interface to the Fortran 77 LAPACK library. It is relevant for anyone who writes in the Fortran 95 language and needs reliabl...Savoir plus
The second edition of Understanding Search Engines: Mathematical Modeling and Text Retrieval follows the basic premise of the first edition by discuss...Savoir plus
Implicit filtering is a way to solve bound-constrained optimization problems for which derivative information is not available. Unlike methods that us...Savoir plus
Parallel Processing for Scientific Computing is the first in-depth discussion of parallel computing in 10 years; it reflects the mix of topics that ma...Savoir plus
Some long-standing problems in delay systems are given an elegant and systematic new treatment in this book, which features a methodology developed by...Savoir plus
Devoted to the assessment of the quality of numerical results produced by computers, this book addresses the question: How does finite precision affec...Savoir plus
LAPACK is a library of numerical linear algebra subroutines designed for high performance on workstations, vector computers, and shared memory multipr...Savoir plus
Provides an introduction to computer benchmarking. It includes material concerned with the definition of performance parameters and metrics and define...Savoir plus
This book presents the most comprehensive discussion to date of the use of the Lanczos and CG methods for computing eigenvalues and solving linear sys...Savoir plus