Grey Markov model based on parameter fits and its application in stock price prediction

被引:0
|
作者
Li, Cuifeng
机构
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For uncertain and fluctuant system, a new kind of method-grey markov model based on parameter fits is put forward. This method synthesizes the advantages of GM forecasting method, which is simple and needs less original data, and of markov method which possesses the characteristics of nonlinear fitting. At last, the presented method is used to build model of the stock price, and the results are much better. The precision of model is up to 99%, and the practical application results show the effectiveness of the proposed approach. It is proved that the method is concise, useful and reliable. So the method can widen range of application of grey model.
引用
收藏
页码:594 / 598
页数:5
相关论文
共 50 条
  • [41] Improved and optimized recurrent neural network based on PSO and its application in stock price prediction
    Yang, Fuwei
    Chen, Jingjing
    Liu, Yicen
    [J]. SOFT COMPUTING, 2023, 27 (06) : 3461 - 3476
  • [42] STOCK PRICE PREDICTION USING A MARKOV CHAIN MODEL: A STUDY FOR TCS SHARE VALUES
    Dar, Gulbadin Farooq
    Padi, Tirupathi Rao
    Rekha, Sarode
    [J]. ADVANCES AND APPLICATIONS IN STATISTICS, 2022, 80 : 83 - 101
  • [43] Predicting stock price using fuzzy grey prediction system
    Wang, YF
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2002, 22 (01) : 33 - 38
  • [44] Grey extended prediction model based on IRLS and its application on smog pollution
    Xiong, Ping-ping
    Yan, Wen-jie
    Wang, Gui-zhi
    Pei, Ling-ling
    [J]. APPLIED SOFT COMPUTING, 2019, 80 : 797 - 809
  • [45] A novel dynamic parameter discrete grey model and its application
    Ou, Juhong
    Chen, Youjun
    [J]. ENERGY REPORTS, 2023, 9 : 4941 - 4950
  • [46] The analysis of molybdenum concentrate energy price based on Grey-Markov model
    Nie, Xingxin
    Zhang, He
    Hai, Yanglong
    Lu, Caiwu
    [J]. Energy Education Science and Technology Part A: Energy Science and Research, 2014, 32 (06): : 8043 - 8050
  • [47] A NEW FKG SYSTEM MODEL AND ITS APPLICATION ON STOCK PRICE
    Zou, Kaiqi
    Liu, Shigang
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2011, 7 (7A): : 3857 - 3868
  • [48] Improved BIGRU Model and Its Application in Stock Price Forecasting
    Duan, Yuanshuai
    Liu, Yuanxin
    Wang, Yi
    Ren, Shangsheng
    Wang, Yibo
    [J]. ELECTRONICS, 2023, 12 (12)
  • [49] The Application of Grey Markov Forecasting Model Based on Entropy Method
    Zhou, Zhuoan
    Lan, Bo
    Huang, Zhitao
    Chen, Peina
    Deng, Xiaoling
    Mao, Weihua
    Yuan, Liguo
    [J]. 2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 1533 - 1538
  • [50] The nonlinear time lag multivariable grey prediction model based on interval grey numbers and its application
    Xiong, Pingping
    Zou, Xia
    Yang, Yingjie
    [J]. NATURAL HAZARDS, 2021, 107 (03) : 2517 - 2531