George Corliss & Christele Faure 
Automatic Differentiation of Algorithms [PDF ebook] 
From Simulation to Optimization

Supporto

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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Lingua Inglese ● Formato PDF ● ISBN 9781461300755 ● Editore George Corliss & Christele Faure ● Casa editrice Springer New York ● Pubblicato 2013 ● Scaricabile 3 volte ● Moneta EUR ● ID 4711050 ● Protezione dalla copia Adobe DRM
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