Automatic Differentiation of Algorithms : From Simulation to Optimazation
Corliss, George F. (EDT); Faure, Christel (EDT); Griewank, Andreas (EDT); Hascoet, Laurent (EDT); International Conference on Automatic Differentiation 2000 Cote D'azu (COR)
Language: English
Published by Springer, 2002
- Hardcover
- New
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- Title
- Automatic Differentiation of Algorithms : From Simulation to Optimazation
- Author
- Corliss, George F. (EDT); Faure, Christel (EDT); Griewank, Andreas (EDT); Hascoet, Laurent (EDT); International Conference on Automatic Differentiation 2000 Cote D'azu (COR)
- Publisher
- Springer
- Publication year
- 2002
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0387953051
- ISBN 13
- 9780387953052
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.
"Synopsis" may belong to another edition of this title.
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