Publication: The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation
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The Art of Differentiating Computer Programs: An Introduction to Algorithmic Differentiation

- Book -
 

Author(s)
Uwe Naumann

Year
2012

Publisher
SIAM

Abstract
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.

AD Theory and Techniques
General, Introduction

BibTeX
@BOOK{
         Naumann2012TAo,
       author = "Uwe Naumann",
       title = "The Art of Differentiating Computer Programs: {A}n Introduction to Algorithmic
         Differentiation",
       publisher = "SIAM",
       series = "Software, Environments, and Tools",
       address = "Philadelphia, PA",
       isbn = "978--1--611972--06--1",
       ad_theotech = "General, Introduction",
       year = "2012",
       url = "http://bookstore.siam.org/se24",
       abstract = "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.",
       number = "24"
}


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