Enterprise Credit Evaluation Model Based on Genetic Algorithm Optimization BP Neural Network

被引:0
|
作者
Zhang, Yu-jing [1 ,2 ]
Li, Qian [1 ]
Jiang, Zhi-wang [1 ,2 ]
Zhang, Hong-xia [1 ]
机构
[1] Hebei Finance Univ, Dept Informat Management & Engn, Baoding 071000, Peoples R China
[2] Sci & Technol Financial Key Lab Hebei Prov, Baoding 071000, Peoples R China
关键词
Power supply enterprise; Credit evaluation; Genetic algorithm; BP neural network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Credit is very important for the enterprise, analysis of a comprehensive evaluation of enterprise credit, can enhance the risk control ability of enterprise credit, improve enterprise credit rating. The paper establishes BP neural network credit evaluation model based on genetic algorithm (GA) optimization, and to the power supply enterprise credit evaluation as an example, to verify the practicability of the model in the evaluation of enterprise credit. Examples of verification results indicate that the genetic algorithm (GA) to optimize the BP neural network is better than traditional BP neural network, it's evaluation has higher accuracy, stronger generalization ability, more suitable for the enterprise credit evaluation.
引用
收藏
页码:172 / 176
页数:5
相关论文
共 50 条
  • [1] Enterprise credit risk evaluation based on neural network algorithm
    Huang, Xiaobing
    Liu, Xiaolian
    Ren, Yuanqian
    [J]. COGNITIVE SYSTEMS RESEARCH, 2018, 52 : 317 - 324
  • [2] Optimization of Neural Network Based on Genetic Algorithm and BP
    Zhang, Shiwei
    Wang, Hanshi
    Liu, Lizhen
    Du, Chao
    Lu, Jingli
    [J]. 2014 International Conference on Cloud Computing and Internet of Things (CCIOT), 2014, : 203 - 207
  • [3] A New Model of Enterprise Credit Risk Assessment Based on BP Neural Network
    Guo Yang
    Dong Huailin
    Zheng Yuhui
    Wu Junjie
    Wu Jing
    [J]. ICCSE 2008: PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION: ADVANCED COMPUTER TECHNOLOGY, NEW EDUCATION, 2008, : 410 - 414
  • [4] BP neural network optimization based on an improved genetic algorithm
    Yang, B
    Su, XH
    Wang, YD
    [J]. 2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 64 - 68
  • [5] Application of BP Neural Network Based on Genetic Algorithm Optimization
    Li Haixia
    Li Geng
    Huang Zhiyong
    Chen Ming
    [J]. 2019 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION PROCESSING (ICIIP 2019), 2019, : 160 - 165
  • [6] Credit Evaluation for Real Estate Development Enterprise Based on BP Neural Network System
    Li Youjun
    Liu Hongying
    [J]. COMPREHENSIVE EVALUATION OF ECONOMY AND SOCIETY WITH STATISTICAL SCIENCE, 2010, : 148 - 152
  • [7] Taobao Shop Credit Evaluation Model Based on BP Neural Network
    Bai, Dan
    Zuo, Min
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT AND COMPUTING TECHNOLOGY, 2015, 30 : 1215 - 1220
  • [8] Optimization of bridges' parameters based on bp neural network and genetic algorithm
    Xi, Hui-Feng
    Tang, Li-Qun
    He, Ting-Hui
    Huang, Xiao-Qing
    [J]. Zhongshan Daxue Xuebao/Acta Scientiarum Natralium Universitatis Sunyatseni, 2008, 47 (SUPPL. 2): : 46 - 49
  • [9] Ship Mooring Optimization Based on Genetic Algorithm and BP Neural Network
    Xu, Xiaoying
    Wang, Kuan
    [J]. PROCEEDINGS OF THE 2017 2ND INTERNATIONAL SYMPOSIUM ON ADVANCES IN ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING (ISAEECE 2017), 2017, 124 : 205 - 210
  • [10] 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