Knowledge Commons of Institute of Automation,CAS
A neutral-type delayed projection neural network for solving nonlinear variational inequalities | |
Cheng, Long1,2; Hou, Zeng-Guang1; Tan, Min1 | |
发表期刊 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS |
2008-08-01 | |
卷号 | 55期号:8页码:806-810 |
文章类型 | Article |
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. |
关键词 | Neutral-type Delay Projection Neural Network Variational Inequality (Vi) |
WOS标题词 | Science & Technology ; Technology |
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研究方向 | Engineering |
WOS类目 | Engineering, Electrical & Electronic |
WOS记录号 | WOS:000258868600021 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/9535 |
专题 | 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 |
第一作者单位 | 中国科学院自动化研究所 |
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. |
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