Parameters identification problems for Hopfield-type neural network equations
文献类型：期刊论文
| 作者 | Wang, QF; Feng, DX; Cheng, DZ |
| 刊名 | APPLIED MATHEMATICS AND COMPUTATION
 |
| 出版日期 | 2004-05-05 |
| 卷号 | 152期号:2页码:535-550 |
| 关键词 | distributed Hopfield-type neural networks identification problems optimal parameters necessary condition for optimality |
| ISSN号 | 0096-3003 |
| DOI | 10.1016/S0096-3003(03)00575-7 |
| 英文摘要 | This work is to discuss the identification problem of distributed parameter systems given by Hopfield-type neural network equations using classical optimal control theory. More rationally, we consider diffusion term in our model different from other models, in which the parameters appearing in diffusion term, linear term and nonlinear term. We prove the existence of optimal parameters and state the necessary conditions on optimizing parameters for the output error criterion give by quadratic cost. (C) 2003 Elsevier Inc. All rights reserved. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000222949600017 |
| 出版者 | ELSEVIER SCIENCE INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/746]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Wang, QF |
| 作者单位 | Chinese Acad Sci, Inst Syst Sci, Acad Math & Syst Sci, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wang, QF,Feng, DX,Cheng, DZ. Parameters identification problems for Hopfield-type neural network equations[J]. APPLIED MATHEMATICS AND COMPUTATION,2004,152(2):535-550. |
| APA | Wang, QF,Feng, DX,&Cheng, DZ.(2004).Parameters identification problems for Hopfield-type neural network equations.APPLIED MATHEMATICS AND COMPUTATION,152(2),535-550. |
| MLA | Wang, QF,et al."Parameters identification problems for Hopfield-type neural network equations".APPLIED MATHEMATICS AND COMPUTATION 152.2(2004):535-550. |
入库方式： OAI收割
来源：数学与系统科学研究院
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