KMS Of Academy of mathematics and systems sciences, CAS
| Differentiation transforming system | |
| Cheng, Qiang1,2,3; Zhang, Haibin4; Wang, Bin1; Zhao, Yonghua3 | |
| 2009-03-10 | |
| 发表期刊 | PROGRESS IN NATURAL SCIENCE
 |
| ISSN | 1002-0071 |
| 卷号 | 19期号:3页码:397-406 |
| 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 | Jacobian Hessian Tangent linear model Automatic differentiation |
| DOI | 10.1016/j.pnsc.2008.07.012 |
| 语种 | 英语 |
| 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 |
| WOS类目 | Materials Science, Multidisciplinary ; Multidisciplinary Sciences |
| WOS记录号 | WOS:000263557200014 |
| 出版者 | ELSEVIER SCIENCE INC |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.amss.ac.cn/handle/2S8OKBNM/7867 |
| 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. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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