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A state-of-the-art survey book focusing upon the key applications and relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and parallelizers. Essential reading for practitioners and professionals in scientific computing, as well as for computer engineers.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Contenuti
Part titles: *Invited Contributions * Parameter Identification and Least Squares * Applications in Ode's and Optimal Control * Applications in PDE's * Applications in Science and Engineering * Maintaining and Enhancing Parallelism * Exploiting Structure and Sparsity * Space-Time Tradeoffs in the Reverse Mode * Use of Second and Higher Derivatives * Error Estimates and Inclusions
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- EditoreSpringer
- Data di pubblicazione2014
- ISBN 10 1461265436
- ISBN 13 9781461265436
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine464
- RedattoreCorliss George, Faure Christele, Griewank Andreas, Hascoet Laurent, Naumann Uwe
- Contatto del produttorenon disponibile
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Automatic Differentiation of Algorithms
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. A survey book focusing on the key relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and parallelizers, as well as their applications. The key objective is to survey the field and present the. Codice articolo 4189189
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Automatic Differentiation of Algorithms
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Springer New York Jan 2014, 2014
ISBN 10: 1461265436
ISBN 13: 9781461265436
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -A survey book focusing on the key relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and parallelizers, as well as their applications. The key objective is to survey the field and present the recent developments. In doing so the topics covered shed light on a variety of perspectives. They reflect the mathematical aspects, such as the differentiation of iterative processes, and the analysis of nonsmooth code. They cover the scientific programming aspects, such as the use of adjoints in optimization and the propagation of rounding errors. They also cover 'implementation' problems. 464 pp. Englisch. Codice articolo 9781461265436
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Automatic Differentiation of Algorithms
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Springer New York, Springer New York Jan 2014, 2014
ISBN 10: 1461265436
ISBN 13: 9781461265436
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
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Taschenbuch. Condizione: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 464 pp. Englisch. Codice articolo 9781461265436
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Automatic Differentiation of Algorithms: From Simulation to Optimization
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Automatic Differentiation of Algorithms : From Simulation to Optimization
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Springer New York, Springer New York, 2014
ISBN 10: 1461265436
ISBN 13: 9781461265436
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9781461265436
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Automatic Differentiation of Algorithms: From Simulation to Optimization
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Springer-Verlag New York Inc., 2014
ISBN 10: 1461265436
ISBN 13: 9781461265436
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Paperback / softback. Condizione: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 706. Codice articolo C9781461265436
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Automatic Differentiation of Algorithms
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Condizione: New. pp. 464. Codice articolo 26134222056
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Automatic Differentiation of Algorithms
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Condizione: New. Print on Demand pp. 464 49:B&W 6.14 x 9.21 in or 234 x 156 mm (Royal 8vo) Perfect Bound on White w/Gloss Lam. Codice articolo 142061367
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Automatic Differentiation of Algorithms: From Simulation to Optimization
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Paperback. Condizione: Brand New. 459 pages. 9.30x6.20x1.00 inches. In Stock. Codice articolo x-1461265436
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Automatic Differentiation of Algorithms
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Condizione: New. PRINT ON DEMAND pp. 464. Codice articolo 18134222050
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