The Art of Differentiating Computer Programs is popular PDF and ePub book, written by Uwe Naumann in 2012-01-01, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, The Art of Differentiating Computer Programs can be Read Online from any device for your convenience.
The Art of Differentiating Computer Programs Book PDF Summary
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: 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 discussed in the book, additional exercises and comments on their solutions (growing over the coming years), links to other sites on AD, and errata.
Detail Book of The Art of Differentiating Computer Programs PDF
- Author : Uwe Naumann
- Release : 01 January 2012
- Publisher : SIAM
- ISBN : 1611972078
- Genre : Mathematics
- Total Page : 358 pages
- Language : English
- PDF File Size : 21,6 Mb
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