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作者:

Cheng, Qiang (Cheng, Qiang.) (学者:程强) | Zhang, Haibin (Zhang, Haibin.) (学者:张海斌) | Wang, Bin (Wang, Bin.) | Zhao, Yonghua (Zhao, Yonghua.)

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Scopus SCIE

摘要:

The differentiation transforming (DFT) system is developed to produce the tangent linear codes, which is used to calculate the Jacobian 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. (C) 2008 National Natural Science Foundation of China and Chinese Academy of Sciences. Published by Elsevier Limited and Science in China Press. All rights reserved.

关键词:

Automatic differentiation Hessian Jacobian Tangent linear model

作者机构:

  • [ 1 ] [Cheng, Qiang]Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing 100029, Peoples R China
  • [ 2 ] [Wang, Bin]Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing 100029, Peoples R China
  • [ 3 ] [Cheng, Qiang]Chinese Acad Sci, LSEC, Inst Comp Math, Beijing 100080, Peoples R China
  • [ 4 ] [Cheng, Qiang]Chinese Acad Sci, SC, Inst Comp Network Informat Ctr, Beijing 100190, Peoples R China
  • [ 5 ] [Zhao, Yonghua]Chinese Acad Sci, SC, Inst Comp Network Informat Ctr, Beijing 100190, Peoples R China
  • [ 6 ] [Zhang, Haibin]Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China

通讯作者信息:

  • 程强

    [Cheng, Qiang]Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing 100029, Peoples R China

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来源 :

PROGRESS IN NATURAL SCIENCE-MATERIALS INTERNATIONAL

ISSN: 1002-0071

年份: 2009

期: 3

卷: 19

页码: 397-406

4 . 7 0 0

JCR@2022

ESI学科: MATERIALS SCIENCE;

JCR分区:2

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 2

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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