Neural Network Algorithm for Solving System of Linear Equations

被引:8
作者
Zhou, Zhigang [1 ,2 ]
Chen, Lihong [2 ]
Wan, Li [2 ]
机构
[1] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430072, Hubei, Peoples R China
[2] Wuhan Univ Sci & Engn, Nonlinear Res Ctr, Wuhan 430072, Hubei, Peoples R China
来源
PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL II | 2009年
关键词
ANN algorithm; linear equations;
D O I
10.1109/CINC.2009.112
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, the artificial neural network (ANN) algorithm for solving system of linear equations is considered and the algorithm convergence theorem is derived. Some numerical tests are given to demonstrate the effectiveness of our results.
引用
收藏
页码:7 / +
页数:3
相关论文
共 13 条
  • [1] Burden R.L., 2015, NUMERICAL ANAL
  • [2] NEURAL NETWORKS FOR SOLVING SYSTEMS OF LINEAR-EQUATIONS AND RELATED PROBLEMS
    CICHOCKI, A
    UNBEHAUEN, R
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1992, 39 (02): : 124 - 138
  • [3] GHASSABI Z, 2007, WSEAS T COMPUTERS, V6, P528
  • [4] LI HB, 2007, J LIAONING TU NA DEC, P956
  • [5] LOU FL, 1997, APPL NEURAL NETWORKS
  • [6] Martin TH, 2002, NEURAL NETWORK DESIG
  • [7] Performance of a reconfigured atmospheric general circulation model at low resolution
    Wen Xinyu
    Zhou Tianjun
    Wang Shaowu
    Wang Bin
    Wan Hui
    Li Jian
    [J]. ADVANCES IN ATMOSPHERIC SCIENCES, 2007, 24 (04) : 712 - 728
  • [8] DYNAMIC LEARNING RATE OPTIMIZATION OF THE BACKPROPAGATION ALGORITHM
    YU, XH
    CHEN, GA
    CHENG, SX
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 1995, 6 (03): : 669 - 677
  • [9] Zhang P, 2001, INT J ELECTRON COMM, V6, P9
  • [10] Zhang YN, 2008, IEEE INT C NETW SENS, P832