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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.
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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