Publication: Research on Automatic Differentiation and the Application to Distillation Column Optimization
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Research on Automatic Differentiation and the Application to Distillation Column Optimization

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Author(s)
Zheng Xiaoqing , Shao Zhijiang

Published in
Proceedings of the Sixth World Congress on Intelligent Control and Automation, (WCICA 2006), June 21--23, 2006

Year
2006

Publisher
IEEE

Abstract
Automatic differentiation is the approach of differentiation without truncation error introduced. In this paper, two ways of automatic differentiation based on source transformation and operator overloading are investigated and applied to the optimization of distillation column. After comparing with the traditional finite difference method, the result proves the automatic differentiation approach based on source transformation the highest efficient in the optimization.

BibTeX
@INPROCEEDINGS{
         Xiaoqing2006RoA,
       author = "Zheng Xiaoqing and Shao Zhijiang",
       title = "Research on Automatic Differentiation and the Application to Distillation Column
         Optimization",
       booktitle = "Proceedings of the Sixth World Congress on Intelligent Control and Automation,
         (WCICA 2006), June 21--23, 2006",
       pages = "1833--1837",
       year = "2006",
       volume = "1",
       publisher = "{IEEE}",
       note = "In Chineese",
       doi = "10.1109/WCICA.2006.1712671",
       abstract = "Automatic differentiation is the approach of differentiation without truncation
         error introduced. In this paper, two ways of automatic differentiation based on source
         transformation and operator overloading are investigated and applied to the optimization of
         distillation column. After comparing with the traditional finite difference method, the result
         proves the automatic differentiation approach based on source transformation the highest efficient
         in the optimization."
}


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