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Automatic Differentiation of Algorithms, w. CD-ROM

Name: Automatic Differentiation of Algorithms, w. CD-ROM
Brand: Springer, Berlin
SKU: 01384344
Price: 58.46 EUR
Availability: InStock
Author: George Corliss
ISBN: 9780387953052

From Simulation to Optimization

George Corliss

Christine Faure

Andreas Griewank

Língua

Inglês

Livro Livro de capa dura

Código Libristo: 01384344

Editoras Springer, Berlin, novembro 2001

Automatic Differentiation (AD) is a maturing computational technology and has become a mainstream to... Descrição completa

Código Libristo: 01384344

141 b

58.46 €

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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.