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

	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
发表期刊	NEURAL NETWORKS
	2014-09-01
卷号	57 页码:73-78
文章类型	Article
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.
关键词	Neural Network Multiuser Power Control Nash Game Global Convergence
WOS标题词	Science & Technology ; Technology ; Life Sciences & Biomedicine
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研究方向	Computer Science ; Neurosciences & Neurology
WOS类目	Computer Science, Artificial Intelligence ; Neurosciences
WOS记录号	WOS:000340319400008
引用统计	被引频次：30[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3510
专题	复杂系统认知与决策实验室_先进机器人
通讯作者	He, Xing
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.