A neutral-type delayed projection neural network for solving nonlinear variational inequalities
文献类型：期刊论文
| 作者 | Cheng, Long1,2 ; Hou, Zeng-Guang1; Tan, Min1
|
| 刊名 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
 |
| 出版日期 | 2008-08-01 |
| 卷号 | 55期号:8页码:806-810 |
| 关键词 | neutral-type delay projection neural network variational inequality (VI) |
| 英文摘要 | A neutral-type delayed projection neural network is proposed to deal with nonlinear variational inequalities. Compared with the existing delayed neural networks for linear variational inequalities, the proposed approach apparently has the larger application domain. By the theory of functional differential equation, a delay-dependent sufficient stability condition is derived. This stability condition is easily checked, and can guarantee that the proposed neural network is convergent to the solution of nonlinear variational inequality problem exponentially, which improves the existing stability criteria for the neutral-type delayed neural network. Moreover, many related problems, such as the projection equation and optimization problems, can also be dealt with by the proposed method. Finally, simulation examples are given to illustrate the satisfactory performance of the proposed method. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Engineering, Electrical & Electronic |
| 研究领域[WOS] | Engineering |
| 关键词[WOS] | QUADRATIC-PROGRAMMING PROBLEMS ; TIME-VARYING DELAYS ; EXPONENTIAL STABILITY ; ASYMPTOTIC STABILITY ; LMI APPROACH ; SYSTEMS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000258868600021 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9535]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Key Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China 2.Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Cheng, Long,Hou, Zeng-Guang,Tan, Min. A neutral-type delayed projection neural network for solving nonlinear variational inequalities[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS,2008,55(8):806-810. |
| APA | Cheng, Long,Hou, Zeng-Guang,&Tan, Min.(2008).A neutral-type delayed projection neural network for solving nonlinear variational inequalities.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS,55(8),806-810. |
| MLA | Cheng, Long,et al."A neutral-type delayed projection neural network for solving nonlinear variational inequalities".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 55.8(2008):806-810. |
入库方式： OAI收割
来源：自动化研究所
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