License: Creative Commons Attribution 4.0 International license (CC BY 4.0)
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DOI: 10.4230/DagSemProc.09061.7
URN: urn:nbn:de:0030-drops-20954
URL: http://dagstuhl.sunsite.rwth-aachen.de/volltexte/2009/2095/
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Utke, Jean ; Naumann, Uwe

Combinatorial Problems in OpenAD

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09061.UtkeJean.Paper.2095.pdf (0.2 MB)

Abstract

Computing derivatives using automatic differentiation methods entails
a variety of combinatorial problems. The OpenAD tool implements automatic
differentiation as source transformation of a program that represents a numerical
model. We select three combinatorial problems and discuss the solutions
implemented in OpenAD. Our intention is to explain the specific parts of the implementation so that readers can easily use OpenAD to investigate and develop
their own solutions to these problems.

BibTeX - Entry

@InProceedings{utke_et_al:DagSemProc.09061.7,
  author =	{Utke, Jean and Naumann, Uwe},
  title =	{{Combinatorial Problems in OpenAD}},
  booktitle =	{Combinatorial Scientific Computing},
  pages =	{1--12},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2009},
  volume =	{9061},
  editor =	{Uwe Naumann and Olaf Schenk and Horst D. Simon and Sivan Toledo},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/opus/volltexte/2009/2095},
  URN =		{urn:nbn:de:0030-drops-20954},
  doi =		{10.4230/DagSemProc.09061.7},
  annote =	{Keywords: Automatic differentiation, combinatorial problem, tool tutorial}
}

Keywords: Automatic differentiation, combinatorial problem, tool tutorial
Collection: 09061 - Combinatorial Scientific Computing
Issue Date: 2009
Date of publication: 24.07.2009

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