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Differentiation transforming system

文献类型：期刊论文

作者Cheng, Qiang1,2,3; Zhang, Haibin4; Wang, Bin1; Zhao, Yonghua3
刊名PROGRESS IN NATURAL SCIENCE
出版日期2009-03-10
卷号19期号:3页码:397-406
关键词Jacobian Hessian Tangent linear model Automatic differentiation
ISSN号1002-0071
DOI10.1016/j.pnsc.2008.07.012
英文摘要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.
资助项目National Natural Science Foundation of China[60503031] ; National Natural Science Foundation of China[2004CB418304]
WOS研究方向Materials Science ; Science & Technology - Other Topics
语种英语
WOS记录号WOS:000263557200014
出版者ELSEVIER SCIENCE INC
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/7866]  
专题中国科学院数学与系统科学研究院
通讯作者Cheng, Qiang
作者单位1.Chinese Acad Sci, LASG, Inst Atmospher Phys, Beijing 100029, Peoples R China
2.Chinese Acad Sci, LSEC, Inst Comp Math, Beijing 100080, Peoples R China
3.Chinese Acad Sci, SC, Inst Comp Network Informat Ctr, Beijing 100190, Peoples R China
4.Beijing Univ Technol, Coll Appl Sci, Beijing 100124, Peoples R China
推荐引用方式
GB/T 7714		 Cheng, Qiang,Zhang, Haibin,Wang, Bin,et al. Differentiation transforming system[J]. PROGRESS IN NATURAL SCIENCE,2009,19(3):397-406.
APA Cheng, Qiang,Zhang, Haibin,Wang, Bin,&Zhao, Yonghua.(2009).Differentiation transforming system.PROGRESS IN NATURAL SCIENCE,19(3),397-406.
MLA Cheng, Qiang,et al."Differentiation transforming system".PROGRESS IN NATURAL SCIENCE 19.3(2009):397-406.

入库方式： OAI收割

来源：数学与系统科学研究院

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