Neural network prediction model research of shuttlecock competition based on data mining technology

被引:0
|
作者
机构
[1] Gao, Guangquan
[2] Gao, Wei
来源
Gao, G. (tiyuxi@qq.com) | 1600年 / CESER Publications, Post Box No. 113, Roorkee, 247667, India卷 / 46期
关键词
Matrix algebra - Neural networks - Markov processes;
D O I
暂无
中图分类号
学科分类号
摘要
In the sports game, it is essential if we can predict the results of the competition. This paper first analyzes the status of a shuttlecock team using data mining technology and predicts the team's mathematical expectation and development trends. On this basis, it uses the homogeneous Markov model to validate the future development trends of the game, and gets a reasonable conclusion that the state of a good shuttlecock team is stable. Secondly, starting from the shuttlecock athletes' athletic ability, it constructs a neural network fuzzy comprehensive evaluation model of athlete's athletic ability. As long as the transition probability matrix is non-diagonal matrix, regardless of the first game is won or lost, it will not affect the back game's achievements, and provides a more reliable and scientific approach and methodology for the evaluation of athletic ability. © 2013 by CESER Publications.
引用
收藏
相关论文
共 50 条
  • [41] Photovoltaic power generation prediction based on data mining and genetic wavelet neural network
    Zhang C.
    Bai J.
    Lan K.
    Huan X.
    Fan C.
    Xia X.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2021, 42 (03): : 375 - 382
  • [42] Research of Data Mining Based on Neural Networks
    Ni, Xianjun
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 29, 2008, 29 : 381 - 384
  • [43] Data mining and prediction of ship shock spectral velocity based on RBF neural network
    Feng L.
    Yang J.
    Jiao L.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2022, 41 (13): : 189 - 194+210
  • [44] Application of data mining technology based on BP neural network in yarn qualities forecast
    Wang wen
    Fei Shumin
    Zheng Bo
    Wu Chengyun
    Wen Yaoqi
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1035 - +
  • [45] Research on Improved Model of Electronic Commerce Data Mining Based on Big Data Technology
    Xu, Hongsheng
    Fan, Ganglong
    Li, Ke
    PROCEEDINGS OF THE 2017 7TH INTERNATIONAL CONFERENCE ON SOCIAL NETWORK, COMMUNICATION AND EDUCATION (SNCE 2017), 2017, 82 : 48 - 52
  • [46] Research on prediction model of geotechnical parameters based on BP neural network
    Cui, Kai
    Jing, Xiang
    NEURAL COMPUTING & APPLICATIONS, 2019, 31 (12): : 8205 - 8215
  • [47] Research of prediction model to public emergencies based on SOM neural network
    Hao, Guo
    International Journal of Advancements in Computing Technology, 2012, 4 (16) : 272 - 278
  • [48] Research on prediction model of geotechnical parameters based on BP neural network
    Kai Cui
    Xiang Jing
    Neural Computing and Applications, 2019, 31 : 8205 - 8215
  • [49] Research on prediction model of contamination viscosity based on the BP neural network
    Zhao Huijun
    Zhang Guozhong
    Zhang Qingsong
    Wang Shuli
    Zhou Shidong
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2325 - 2328
  • [50] Research on prediction model of mixed solution concentration based on neural network
    Xue, Bokai
    He, Yunkai
    Chen, Junhui
    Wang, Chaoyue
    Li, Zhende
    Qi, Jingnan
    Zhou, Xiaoyu
    PROCEEDINGS OF 2024 3RD INTERNATIONAL CONFERENCE ON CRYPTOGRAPHY, NETWORK SECURITY AND COMMUNICATION TECHNOLOGY, CNSCT 2024, 2024, : 639 - 643