Improved BP neural network's application in the bank early warning

被引:0
|
作者
Tuo Zhong [1 ]
Wang Li-yuan [1 ]
机构
[1] Donghua Univ, Glorious Sun Sch Business & Management, Shanghai 200051, Peoples R China
来源
PEEA 2011 | 2011年 / 23卷
关键词
Improved BP neural network; Franchise value; bank stability; Warning;
D O I
10.1016/j.proeng.2011.11.2492
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Franchise value affects bank stability, so this article analyzes of the various factors franchise value, constructs bank stability evaluation system from market-related factors and bank-related factors, based on improved BP neural network constructs early warning model of bank stability, and takes America banks' data as training samples, takes Chinese Banks' data as test samples, finds that Chinese bank stability is worth than America bank stability, so it is necessary to take measures to enhance Chinese bank stability. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [name organizer]
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Application of improved BP neural network model in bank financial accounting
    Yan J.
    [J]. Intelligent Systems with Applications, 2022, 16
  • [2] Study of commercial bank loans risk early warning based on BP neural network
    Yang, B.A.
    Ji, H.
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2001, 21 (05):
  • [3] Listed Company Financial Early Warning based on Improved BP Neural Network
    Shuo, Yu
    [J]. PROCEEDINGS 2015 SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS ISDEA 2015, 2015, : 490 - 493
  • [4] The improved genetic and BP hybrid algorithm and neural network economic early warning system
    Xinzhe Yin
    Jinghua Li
    Shoujun Huang
    [J]. Neural Computing and Applications, 2022, 34 : 3365 - 3374
  • [5] The improved genetic and BP hybrid algorithm and neural network economic early warning system
    Yin, Xinzhe
    Li, Jinghua
    Huang, Shoujun
    [J]. NEURAL COMPUTING & APPLICATIONS, 2022, 34 (05): : 3365 - 3374
  • [6] Application of BP Neural Network Optimization Algorithm Based on Genetic Algorithm in Credit Risk Early-Warning of Commercial Bank
    Su, Jie
    Zhang, Ya-Ning
    [J]. 2017 13TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2017, : 487 - 491
  • [7] The application of BP neural network in the enterprise crisis warning
    Du, Danli
    Wang, Fayin
    [J]. ISCRAM CHINA 2006: Proceedings of the First International Workshop on Information Systems for Crisis Response and Management, 2006, : 43 - 48
  • [8] Construction and Application of the Financial Early-Warning Model Based on the BP Neural Network
    Jiang, Weiwei
    Wu, Xuefeng
    Wang, Xi
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [9] A PM2.5 monitoring and early warning system based on improved BP neural network
    Wu, Zhaoming
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 128 - 128
  • [10] THE WARNING MODEL OF THE EARLY KICK BASED ON BP NEURAL NETWORK
    Yin, Hu
    Si, Menghan
    Wang, Haibiao
    [J]. PAKISTAN JOURNAL OF STATISTICS, 2014, 30 (06): : 1047 - 1056