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Více informací o knize Automatic Differentiation of Algorithms, w. CD-ROM

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Mathematical theory of computation

• Plný název: Automatic Differentiation of Algorithms, w. CD-ROM
• Podnázev: From Simulation to Optimization
• Autor: George Corliss, Christine Faure, Andreas Griewank
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 432
• EAN: 9780387953052
• ISBN: 0387953051
• ID: 01384344
• Nakladatelství: Springer, Berlin
• Hmotnost: 1038 g
• Rozměry: 254 × 178 × 25 mm
• Rok vydání: 2002

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