• DocumentCode
    3695950
  • Title

    Research of Weighting Method Based on Beta Distribution

  • Author

    Xin-Shuang Zhao;Yi-Chao Cai;Shi Qu

  • Author_Institution
    Air Force Early Warning Acad., Wuhan, China
  • Volume
    1
  • fYear
    2015
  • Firstpage
    50
  • Lastpage
    52
  • Abstract
    This paper presents a method to get the weights based on the information of index data. Each index has many values and the values of each index should be standardized firstly. The Beta distribution is used to fit the parameters of each index because the Beta distribution can be approached many distributions when the parameters are adjusted. According to the parameters, the variance can be obtained, and the weights can be obtained by normalizing all of the variances. The process of this method is simpler than entropy coefficient method, but the results of the two methods are the same.
  • Keywords
    "Indexes","Entropy","Probability density function","Gaussian distribution","Accuracy","Shape","MATLAB"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2015 7th International Conference on
  • Print_ISBN
    978-1-4799-8645-3
  • Type

    conf

  • DOI
    10.1109/IHMSC.2015.31
  • Filename
    7334649