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Author: Patrick Heimbach |
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{\sf Automatic differentiation} (AD), also referred to as algorithmic |
{\sf Automatic differentiation} (AD), also referred to as algorithmic |
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(or, more loosely, computational) differentiation, involves |
(or, more loosely, computational) differentiation, involves |
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automatically deriving code to calculate |
automatically deriving code to calculate |
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\section{Some basic algebra} |
\section{Some basic algebra} |
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\label{sec_ad_algebra} |
\label{sec_ad_algebra} |
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<!-- CMIREDIR:sec_ad_algebra: --> |
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Let $ \cal{M} $ be a general nonlinear, model, i.e. a |
Let $ \cal{M} $ be a general nonlinear, model, i.e. a |
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\section{TLM and ADM generation in general} |
\section{TLM and ADM generation in general} |
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\label{sec_ad_setup_gen} |
\label{sec_ad_setup_gen} |
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<!-- CMIREDIR:sec_ad_setup_gen: --> |
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In this section we describe in a general fashion |
In this section we describe in a general fashion |