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The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation (Software, Environments and Tools)
Uwe Naumann
€ 122.39
€ 109.84
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Description for The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation (Software, Environments and Tools)
Paperback. This entry-level book on algorithmic (also known as automatic) differentiation (AD) covers the mathematical underpinnings as well as real-world applications. Series: Software, Environments and Tools. Num Pages: 356 pages, Illustrations. BIC Classification: UMB; UYA. Category: (P) Professional & Vocational; (U) Tertiary Education (US: College). Dimension: 249 x 177 x 18. Weight in Grams: 614. Series: Software, Environments and Tools. 356 pages, illustrations. This entry-level book on algorithmic (also known as automatic) differentiation (AD) covers the mathematical underpinnings as well as real-world applications. Cateogry: (P) Professional & Vocational; (U) Tertiary Education (US: College). BIC Classification: UMB; UYA. Dimension: 249 x 177 x 18. Weight: 614.
This is the first entry-level book on algorithmic (also known as automatic) differentiation (AD), providing fundamental rules for the generation of first- and higher-order tangent-linear and adjoint code. The author covers the mathematical underpinnings as well as applications to real-world numerical simulation programs. Readers will find: • Many examples and exercises, including hints to solutions • The prototype AD tools dco and dcc for use with the examples and exercises • First- and higher-order tangent-linear and adjoint modes for a limited subset of C/C++, provided by the derivative code compiler dcc • A supplementary website containing sources of all software ... Read more
This is the first entry-level book on algorithmic (also known as automatic) differentiation (AD), providing fundamental rules for the generation of first- and higher-order tangent-linear and adjoint code. The author covers the mathematical underpinnings as well as applications to real-world numerical simulation programs. Readers will find: • Many examples and exercises, including hints to solutions • The prototype AD tools dco and dcc for use with the examples and exercises • First- and higher-order tangent-linear and adjoint modes for a limited subset of C/C++, provided by the derivative code compiler dcc • A supplementary website containing sources of all software ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
SIAM-Society for Industrial and Applied Mathematics
Number of pages
356
Condition
New
Number of Pages
356
Place of Publication
New York, United States
ISBN
9781611972061
SKU
V9781611972061
Shipping Time
Usually ships in 5 to 9 working days
Ref
99-3
About Uwe Naumann
Uwe Naumann is Associate Professor for Computer Science at RWTH Aachen University. He has co-chaired international conferences on AD held in Nice (2000), Chicago (2004) and Bonn (2008) and co-edited the proceedings for those conferences. His professional interests are primarily motivated by AD. They range from compilers for the semantic transformation of numerical programs via corresponding (domain-specific) program analyses and ... Read more
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