The Art of Differentiating Computer Programs

The Art of Differentiating Computer Programs
Author :
Publisher : SIAM
Total Pages : 358
Release :
ISBN-10 : 1611972078
ISBN-13 : 9781611972078
Rating : 4/5 (78 Downloads)

Book Synopsis The Art of Differentiating Computer Programs by : Uwe Naumann

Download or read book The Art of Differentiating Computer Programs written by Uwe Naumann and published by SIAM. This book was released on 2012-01-01 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


The Art of Differentiating Computer Programs Related Books

The Art of Differentiating Computer Programs
Language: en
Pages: 358
Authors: Uwe Naumann
Categories: Mathematics
Type: BOOK - Published: 2012-01-01 - Publisher: SIAM

DOWNLOAD EBOOK

This is the first entry-level book on algorithmic (also known as automatic) differentiation (AD), providing fundamental rules for the generation of first- and h
Automatic Differentiation in MATLAB Using ADMAT with Applications
Language: en
Pages: 114
Authors: Thomas F. Coleman
Categories: Science
Type: BOOK - Published: 2016-06-20 - Publisher: SIAM

DOWNLOAD EBOOK

The calculation of partial derivatives is a fundamental need in scientific computing. Automatic differentiation (AD) can be applied straightforwardly to obtain
Algorithmic Differentiation of Pragma-Defined Parallel Regions
Language: en
Pages: 411
Authors: Michael Förster
Categories: Computers
Type: BOOK - Published: 2014-10-09 - Publisher: Springer

DOWNLOAD EBOOK

Numerical programs often use parallel programming techniques such as OpenMP to compute the program's output values as efficient as possible. In addition, deriva
Memoirs of the Scientific Sections of the Academy of the Socialist Republic of Romania
Language: en
Pages: 142
Authors:
Categories: Engineering
Type: BOOK - Published: 2013 - Publisher:

DOWNLOAD EBOOK

The Differentiated Instruction Book of Lists
Language: en
Pages: 295
Authors: Jenifer Fox
Categories: Education
Type: BOOK - Published: 2011-08-30 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Hundreds of useful ideas for meeting the needs of each child The Differentiated Instruction Book of Lists is the definitive reference for DI for teachers in gra