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A neutral-type delayed projection neural network for solving nonlinear variational inequalities
Cheng, Long1,2; Hou, Zeng-Guang1; Tan, Min1
2008-08-01
发表期刊IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
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
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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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