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Automatic Differentiation of Algorithms: From Simulation to Optimization - Hardcover

 
9780387953052: Automatic Differentiation of Algorithms: From Simulation to Optimization
Hardcover
ISBN 10: 0387953051 ISBN 13: 9780387953052
Verlag: Springer, 2002

Inhaltsangabe

Automatic Differentiation (AD) is a maturing computational technology and has become a mainstream tool used by practicing scientists and computer engineers. The rapid advance of hardware computing power and AD tools has enabled practitioners to quickly generate derivative-enhanced versions of their code for a broad range of applications in applied research and development.
Automatic Differentiation of Algorithms provides a comprehensive and authoritative survey of all recent developments, new techniques, and tools for AD use. The book covers all aspects of the subject: mathematics, scientific programming (i.e., use of adjoints in optimization) and implementation (i.e., memory management problems). A strong theme of the book is the relationships between AD tools and other software tools, such as compilers and parallelizers. A rich variety of significant applications are presented as well, including optimum-shape design problems, for which AD offers more efficient tools and techniques.

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Verlag
Springer
Erscheinungsdatum
2002
Sprache
Englisch
ISBN 10 
0387953051
ISBN 13 
9780387953052
Einband
Gebundene Ausgabe
Anzahl der Seiten
459
Herausgeber
Corliss George, Faure Christele, Griewank Andreas, Hascoet Laurent, Naumann Uwe
Kontakt zum Hersteller
Springer Heidelberg
buchhandel-buch@springer.com

Tiergartenstr. 17
Heidelberg
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Deutschland