A forecast model based on RBF neural network for local financial revenue

被引:0
|
作者
Huang, J. [1 ]
Yong, S. L. [1 ]
Xiong, Q. Y. [1 ]
Chen, J. [1 ]
机构
[1] Chongqing Univ, Automat Dept, Chongqing 400044, Peoples R China
关键词
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The revenue forecast of local financial is critically important since agency budgets, debt evaluation and risk warning all depend on their accuracy. This paper present a nonlinear model based on RBF neural network. There are some ameliorated measures in leaning algorithm of RBF neural network. The number and the centric value of hidden layer are determined by using immune algorithm. The supervisory algorithm is taken as method of adjustable weight of output layer. Using above measures, the network is optimized, and the forecast model obtains the precise and objective solution.
引用
收藏
页码:4022 / 4025
页数:4
相关论文
共 50 条
  • [41] FINANCIAL TIME SERIES MODELLING WITH HYBRID MODEL BASED ON CUSTOMIZED RBF NEURAL NETWORK COMBINED WITH GENETIC ALGORITHM
    Falat, Lukas
    Marcek, Dusan
    [J]. ADVANCES IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2014, 12 (04) : 307 - 318
  • [42] Space Camera Focusing Forecast Based on RBF Network
    Wu, Xingxing
    Liu, Jinguo
    Yu, Da
    [J]. COMPUTATIONAL INTELLIGENCE AND INTELLIGENT SYSTEMS, 2009, 51 : 199 - 206
  • [43] Internet traffic data flow forecast by RBF neural network based on phase space reconstruction
    Automation Department, Nanjing University of Science and Technology, Nanjing 210094, China
    不详
    [J]. Trans. Nanjing Univ. Aero. Astro., 2006, 4 (316-322):
  • [44] Application of hybrid RBF neural network in city freight volume forecast
    Song, Rui
    Sun, Yan
    [J]. Sun, Yan, 1600, Binary Information Press (10): : 10169 - 10178
  • [45] The model and application of the financial risk forecast in electric power enterprises based on improved BP neural network algorithm
    Liu, Zhibin
    Yang, Shaomei
    [J]. PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 1077 - 1081
  • [46] Risk prediction of financial management in agricultural companies based on RBF neural network and Markov
    Chai, Tianjiao
    Ren, Han
    [J]. PAKISTAN JOURNAL OF AGRICULTURAL SCIENCES, 2023, 60 (04): : 739 - 749
  • [47] Research on the Combination Forecast Model based on the BP Neural Network
    Zong, Shengwang
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING, 2015, 17 : 49 - 53
  • [48] Financial auditing model based on artificial neural network
    School of Aeronautics Science and Technology, Beijing University of Aeronautics and Astronautics, Beijing 100083, China
    [J]. Jisuanji Gongcheng, 2006, 4 (200-202):
  • [49] Financial auditing model based on artificial neural network
    Wang Zhong
    Wu Zhe
    [J]. Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 1222 - +
  • [50] Emission model of dual fuel engine based on RBF neural network
    Liu, Zhentao
    Fei, Shaomei
    [J]. Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2002, 33 (04):