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Combinatorial Problems in OpenAD

Authors Jean Utke, Uwe Naumann



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DagSemProc.09061.7.pdf
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Jean Utke
Uwe Naumann

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Jean Utke and Uwe Naumann. Combinatorial Problems in OpenAD. In Combinatorial Scientific Computing. Dagstuhl Seminar Proceedings, Volume 9061, pp. 1-12, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2009)
https://doi.org/10.4230/DagSemProc.09061.7

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.
Keywords
  • Automatic differentiation
  • combinatorial problem
  • tool tutorial

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