Bits and bugs : a scientific and historical review of software failures in computational science /
In scientific computing (also known as computational science), advanced computing capabilities are used to solve complex problems. this self-contained book describes and analyzes reported software failures related to the major topics within scientific computing: mathematical modeling of phenomena; n...
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Main Authors: | |
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Group Author: | |
Published: |
Society for Industrial and Applied Mathematics,
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Publisher Address: | Philadelphia, PA : |
Publication Dates: | [2019] |
Literature type: | Book |
Language: | English |
Series: |
Software, environments, and tools ;
29 |
Subjects: | |
Summary: |
In scientific computing (also known as computational science), advanced computing capabilities are used to solve complex problems. this self-contained book describes and analyzes reported software failures related to the major topics within scientific computing: mathematical modeling of phenomena; numerical analysis (number representation, rounding, conditioning); mathematical aspects and complexity of algorithms, systems, or software; concurrent computing (parallelization, scheduling, synchronization); and numerical data (such as input of data and design of control logic). |
Carrier Form: | xii, 251 pages : illustrations (some color) ; 26 cm. |
Bibliography: | Includes bibliographical references and index. |
ISBN: |
9781611975550 1611975557 |
Index Number: | QA76 |
CLC: | TP311.53-09 |
Call Number: | TP311.53-09/H882 |
Contents: | Machine numbers, precision, and rounding errors -- Mathematical modeling and discretization -- Design of control systems -- Synchronization and scheduling -- Software-hardware interplay -- Complexity. |