Automatic Differentiation of Algorithms: From Simulation to Optimization - Rilegato

 
9780387953052: Automatic Differentiation of Algorithms: From Simulation to Optimization
Rilegato
ISBN 10: 0387953051 ISBN 13: 9780387953052
Casa editrice: Springer-Verlag GmbH, 2002

Sinossi

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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Contenuti

Part titles: *Invited Contributions * Parameter Identification and Least Squares * Applications in Ode's and Optimal Control * Applications in PDE's * Applications in Science and Engineering * Maintaining and Enhancing Parallelism * Exploiting Structure and Sparsity * Space-Time Tradeoffs in the Reverse Mode * Use of Second and Higher Derivatives * Error Estimates and Inclusions

Product Description

Book by None

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Editore
Springer-Verlag GmbH
Data di pubblicazione
2002
Lingua
Inglese
ISBN 10 
0387953051
ISBN 13 
9780387953052
Rilegatura
Copertina rigida
Numero di pagine
432
Redattore
Corliss George, Faure Christele, Griewank Andreas
Contatto del produttore
Elevation
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
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Germania

Altre edizioni note dello stesso titolo

9781461265436: Automatic Differentiation of Algorithms: From Simulation to Optimization

Edizione in evidenza

ISBN 10:  1461265436 ISBN 13:  9781461265436
Casa editrice: Springer, 2014
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