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A Delayed Projection Neural Network for Solving Linear 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 NEURAL NETWORKS
出版日期2009-06-01
卷号20期号:6页码:915-925
关键词Constrained quadratic programming linear variational inequality projection neural network time delay
英文摘要In this paper, a delayed projection neural network is proposed for solving a class of linear variational inequality problems. The theoretical analysis shows that the proposed neural network is globally exponentially stable under different conditions. By the proposed linear matrix inequality (LMI) method, the monotonicity assumption on the linear variational inequality is no longer necessary. By employing Lagrange multipliers, the proposed method can resolve the constrained quadratic programming problems. Finally, simulation examples are given to demonstrate the satisfactory performance of the proposed neural network.
WOS标题词Science & Technology ; Technology
类目[WOS]Computer Science, Artificial Intelligence ; Computer Science, Hardware & Architecture ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
研究领域[WOS]Computer Science ; Engineering
关键词[WOS]GLOBAL ASYMPTOTIC STABILITY ; QUADRATIC-PROGRAMMING PROBLEMS ; EXPONENTIAL STABILITY ; OPTIMIZATION PROBLEMS ; DYNAMICAL-SYSTEMS ; CONVERGENCE
收录类别SCI
语种英语
WOS记录号WOS:000266723200002
源URL[http://ir.ia.ac.cn/handle/173211/3419]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进机器人控制团队
作者单位1.Chinese Acad Sci, Key Lab Complex Syst & Intelligence Sci, Inst Automat, 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 Delayed Projection Neural Network for Solving Linear Variational Inequalities[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS,2009,20(6):915-925.
APA Cheng, Long,Hou, Zeng-Guang,&Tan, Min.(2009).A Delayed Projection Neural Network for Solving Linear Variational Inequalities.IEEE TRANSACTIONS ON NEURAL NETWORKS,20(6),915-925.
MLA Cheng, Long,et al."A Delayed Projection Neural Network for Solving Linear Variational Inequalities".IEEE TRANSACTIONS ON NEURAL NETWORKS 20.6(2009):915-925.

入库方式： OAI收割

来源：自动化研究所

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