A neutral-type delayed projection neural network for solving nonlinear variational inequalities

	A neutral-type delayed projection neural network for solving nonlinear variational inequalities
	Cheng, Long1,2 ; Hou, Zeng-Guang1 ; Tan, Min1
刊名	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
	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
内容类型	期刊论文
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.