Produktnummer:
180224d713f01545bcbb045b5c50fd442c
| Themengebiete: | Hardware algorithms computer control dynamische Systeme management mechanics modeling optimization parallelism |
|---|---|
| Veröffentlichungsdatum: | 27.01.2014 |
| EAN: | 9781461265436 |
| Sprache: | Englisch |
| Seitenzahl: | 432 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Corliss, George Faure, Christele Griewank, Andreas Hascoet, Laurent Naumann, Uwe |
| Verlag: | Springer US |
| Untertitel: | From Simulation to Optimization |
Produktinformationen "Automatic Differentiation of Algorithms"
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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