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The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation (Software, Environments and Tools)

Uwe Naumann




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 | #2774788 in Books |  SIAM-Society for Industrial and Applied Mathematics |  2012-01-12 | Original language:English | PDF # 1 |  9.72 x.67 x6.85l,.90 | File type: PDF | 358 pages

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||About the Author|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.

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 how to apply these observations to real-world numerical simulation programs.

Readers will find many examples and exercises, including hints to solutions. Also included are the prototype AD tools dco and ...

You can specify the type of files you want, for your gadget.The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation (Software, Environments and Tools)   |  Uwe Naumann. I have read it a couple of times and even shared with my family members. Really good. Couldnt put it down.

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