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Accuracy And Reliability In Scientific Computing

Accuracy And Reliability In Scientific Computing
Author: Bo Einarsson
Publisher: SIAM
ISBN: 9780898718157
Size: 37.90 MB
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Numerical software is used to test scientific theories, design airplanes and bridges, operate manufacturing lines, control power plants and refineries, analyze financial derivatives, identify genomes, and provide the understanding necessary to derive and analyze cancer treatments. Because of the high stakes involved, it is essential that results computed using software be accurate, reliable, and robust. Unfortunately, developing accurate and reliable scientific software is notoriously difficult. This book investigates some of the difficulties related to scientific computing and provides insight into how to overcome them and obtain dependable results. The tools to assess existing scientific applications are described, and a variety of techniques that can improve the accuracy and reliability of newly developed applications is discussed. Accuracy and Reliability in Scientific Computing can be considered a handbook for improving the quality of scientific computing. It will help computer scientists address the problems that affect software in general as well as the particular challenges of numerical computation: approximations occurring at all levels, continuous functions replaced by discretized versions, infinite processes replaced by finite ones, and real numbers replaced by finite precision numbers. Divided into three parts, it starts by illustrating some of the difficulties in producing robust and reliable scientific software. Well-known cases of failure are reviewed and the what and why of numerical computations are considered. The second section describes diagnostic tools that can be used to assess the accuracy and reliability of existing scientific applications. In the last section, the authors describe a variety of techniques that can be employed to improve the accuracy and reliability of newly developed scientific applications. The authors of the individual chapters are international experts, many of them members of the IFIP Working Group on Numerical Software.
Accuracy and Reliability in Scientific Computing
Language: en
Pages: 338
Authors: Bo Einarsson
Categories: Computer programs
Type: BOOK - Published: 2005-01-01 - Publisher: SIAM
Numerical software is used to test scientific theories, design airplanes and bridges, operate manufacturing lines, control power plants and refineries, analyze financial derivatives, identify genomes, and provide the understanding necessary to derive and analyze cancer treatments. Because of the high stakes involved, it is essential that results computed using software
Wissenschaftliches Rechnen mit Ergebnisverifikation
Language: de
Pages: 268
Authors: D. Cordes
Categories: Algorithms
Type: BOOK - Published: 1989 - Publisher:
Mathematics of Computing -- Numerical Analysis.
Convergence
Language: de
Pages:
Authors: D. Cordes
Categories: Church and social problems
Type: BOOK - Published: 1968 - Publisher:
Books about Convergence
Nachrichten für Dokumentation
Language: de
Pages:
Authors: D. Cordes
Categories: Documentation
Type: BOOK - Published: 1969 - Publisher:
Books about Nachrichten für Dokumentation
Die Unordnung der Dinge
Language: de
Pages: 476
Authors: Christian Kassung
Categories: History
Type: BOOK - Published: 2015-07-31 - Publisher: transcript Verlag
Wer auf das 20. Jahrhundert zurückschaut, der sieht sich konfrontiert mit einer erstaunlichen Regelmäßigkeit von Unfällen und Katastrophen. Mal mehr, mal weniger häufig, mal lokal begrenzt und dann von globaler Prominenz: Unfälle gelten einerseits als das Paradigma des Unvorhersehbaren und Zerstörerischen. Andererseits lernen Kulturen offensichtlich so regelmäßig aus den Störungen
Energy Research Abstracts
Language: en
Pages:
Authors: Christian Kassung
Categories: Power resources
Type: BOOK - Published: 1986 - Publisher:
Books about Energy Research Abstracts
China Science & Technology Abstracts
Language: en
Pages:
Authors: Christian Kassung
Categories: Science
Type: BOOK - Published: 1984 - Publisher:
Books about China Science & Technology Abstracts
Microcomputer Interfacing
Language: en
Pages: 341
Authors: Bruce A. Artwick
Categories: Technology & Engineering
Type: BOOK - Published: 1980 - Publisher: Prentice Hall
Integrates the information necessary to conceptualize, select, mate and match, build, and interface microcomputer systems to most applications.
Proceedings
Language: en
Pages:
Authors: Bruce A. Artwick
Categories: Technology & Engineering
Type: BOOK - Published: 1964 - Publisher:
Books about Proceedings
Bell Laboratories Talks and Papers
Language: en
Pages:
Authors: Bell Telephone Laboratories. Libraries and Information Systems Center
Categories: Physics
Type: BOOK - Published: 1970 - Publisher:
Books about Bell Laboratories Talks and Papers