Neural network for solving Nash equilibrium problem in application of multiuser power control

CORC > 自动化研究所 > 中国科学院自动化研究所 > 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

	Neural network for solving Nash equilibrium problem in application of multiuser power control
	He, Xing 1; Yu, Junzhi 2; Huang, Tingwen 3; Li, Chuandong 1; Li, Chaojie 4
刊名	NEURAL NETWORKS
	2014-09-01
卷号	57 页码:73-78
关键词	Neural network Multiuser power control Nash game Global convergence
通讯作者	He, Xing
英文摘要	In this paper, based on an equivalent mixed linear complementarity problem, we propose a neural network to solve multiuser power controloptimization problems (MPCOP), which is modeled as the noncooperative Nash game in modern digital subscriber line (DSL). If the channel crosstalk coefficients matrix is positive semidefinite, it is shown that the proposed neural network is stable in the sense of Lyapunov and global convergence to a Nash equilibrium, and the Nash equilibrium is unique if the channel crosstalk coefficients matrix is positive definite. Finally, simulation results on two numerical examples show the effectiveness and performance of the proposed neural network.
WOS标题词	Science & Technology ; Technology ; Life Sciences & Biomedicine
类目[WOS]	Computer Science, Artificial Intelligence ; Neurosciences
研究领域[WOS]	Computer Science ; Neurosciences & Neurology
关键词[WOS]	DIGITAL SUBSCRIBER LINES ; VARIATIONAL-INEQUALITIES ; OPTIMIZATION PROBLEMS ; PSEUDOCONVEX OPTIMIZATION ; PROGRAMMING-PROBLEMS ; CONSTRAINTS ; SUBJECT
收录类别	SCI
语种	英语
WOS记录号	WOS:000340319400008
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/3510]
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. School of Electronics and Information Engineering, Southwest University, Chongqing 400715, China 2. State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China 3. Department of Mathematics, Texas A and M University at Qatar, P.O. Box 23874, Doha, Qatar 4. School of Electrical and Computer Engineering, RMIT University, Melbourne, VIC 3001, Australia
推荐引用方式 GB/T 7714	He, Xing ,Yu, Junzhi ,Huang, Tingwen ,et al. Neural network for solving Nash equilibrium problem in application of multiuser power control[J]. NEURAL NETWORKS,2014,57:73-78.
APA	He, Xing ,Yu, Junzhi ,Huang, Tingwen ,Li, Chuandong ,&Li, Chaojie .(2014).Neural network for solving Nash equilibrium problem in application of multiuser power control.NEURAL NETWORKS,57,73-78.
MLA	He, Xing ,et al."Neural network for solving Nash equilibrium problem in application of multiuser power control".NEURAL NETWORKS 57(2014):73-78.