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Differentiation Transforming System

- Article in a journal -
 

Author(s)
Qiang Cheng , Haibin Zhang , Bin Wang

Published in
Progress in Natural Science

Year
2009

Publisher
ELSEVIER

Abstract
The differentiation transforming (DFT) system is developed to produce the tangent linear codes, which is used to calculate the Jaco- bian-and the Hessian-vector products with no truncation errors. This paper first gives the introduction of the functionality and features of the DFT system, and then discusses several techniques for the implementation of automatic differentiation tools, including data dependence analysis, singular differentiation and code optimization. Finally, the codes generated with DFT used in several applications have been demonstrated.

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DFT

BibTeX
@ARTICLE{
         Cheng2009DTS,
       title = "Differentiation Transforming System",
       author = "Qiang Cheng, Haibin Zhang, Bin Wang",
       publisher = "ELSEVIER",
       year = "2009",
       journal = "Progress in Natural Science",
       volume = "19(3)",
       pages = "397--406",
       abstract = "The differentiation transforming (DFT) system is developed to produce the tangent
         linear codes, which is used to calculate the Jaco- bian-and the Hessian-vector products with no
         truncation errors. This paper first gives the introduction of the functionality and features of the
         DFT system, and then discusses several techniques for the implementation of automatic
         differentiation tools, including data dependence analysis, singular differentiation and code
         optimization. Finally, the codes generated with DFT used in several applications have been
         demonstrated.",
       ad_tools = "DFT"
}


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