Research on Prediction Model of Car Sales based on Grey Neural Network

被引:0
|
作者
Cao, Shouqi [1 ]
Zhu, Yawen [1 ]
机构
[1] Shanghai Ocean Univ, Coll Engn & Technol, Shanghai 201306, Peoples R China
关键词
The grey model; BP neural network model; Prediction model; Car sales;
D O I
10.4028/www.scientific.net/AMR.889-890.1569
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Nowadays, zero inventory and just in time production and management technology are got attention by more and more domestic and foreign automobile enterprises. Accurate prediction of car sales is the key technology for ensuring zero inventory and product planning of enterprises. In this paper, a prediction model about car sales based on grey neural network was researched. Combining the advantages of grey model in the way of dealing of small sample data, and BP neural network in finding regularity of weak correlation data, the accuracy of the prediction results was improved. Finally, the model was validated by practical application of automobile enterprise' production data.
引用
收藏
页码:1569 / 1573
页数:5
相关论文
共 50 条
  • [1] Research on the Market Talent Demand Based on the Grey Prediction Model of BP Neural Network
    Yu, Zhen-zhen
    Jiang, Yi
    Deng, Jiang-long
    Tang, Yuan
    [J]. 2019 INTERNATIONAL CONFERENCE ON ENERGY, POWER, ENVIRONMENT AND COMPUTER APPLICATION (ICEPECA 2019), 2019, 334 : 331 - 335
  • [2] Network traffic prediction based on Grey Neural Network Integrated model
    Liu, Yuan
    Cao, Jianhua
    [J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 4360 - +
  • [3] Sales Forecasting Based on Multi-dimensional Grey Model and Neural Network
    Huang, Hong-Yun
    Liu, Wei-Xiao
    Ding, Zuo-Hua
    [J]. Ruan Jian Xue Bao/Journal of Software, 2019, 30 (04): : 1031 - 1044
  • [4] Failure prediction based on combined model of grey neural network
    Huang, Kui
    Su, Chun
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2020, 42 (01): : 238 - 244
  • [5] The Coal Demand Prediction Based on the Grey Neural Network Model
    Wu, Wanjing
    Wang, Xifu
    [J]. LISS 2014, 2015, : 1337 - 1343
  • [6] Study on prediction model based on grey residual information neural network
    Zuo Xianzhang
    Kang Jian
    Wang Jianbin
    Wang Jin
    [J]. ICEMI 2007: PROCEEDINGS OF 2007 8TH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL III, 2007, : 322 - +
  • [7] Prediction Model of Residual Current Based on Grey Association and Neural Network
    Sun, Guoyu
    [J]. SENSORS AND MATERIALS, 2024, 36 (03) : 1217 - 1230
  • [8] Prediction of Grinding Granularity Based on the Combination of Grey Model and Neural Network
    Zhang Yong
    Liu Xuqiang
    [J]. PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 830 - 834
  • [9] A Novel Prediction Model for Sales Forecasting Based on Grey System
    Wei, Jingmin
    Zhu, Jia
    Huang, Changqin
    Tang, Yong
    Lin, Xueqin
    Mao, Chengjie
    [J]. 2016 IEEE 9TH INTERNATIONAL CONFERENCE ON SERVICE-ORIENTED COMPUTING AND APPLICATIONS (SOCA), 2016, : 10 - 15
  • [10] Water level prediction based on Improved Grey RBF neural network model
    Zhang, Jian
    Lou, Yuansheng
    [J]. PROCEEDINGS OF 2016 IEEE ADVANCED INFORMATION MANAGEMENT, COMMUNICATES, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IMCEC 2016), 2016, : 775 - 779