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  • 标题:Gaussian Kernel Fuzzy C-Means Algorithm for Service Resource Allocation
  • 其他标题:Gaussian Kernel Fuzzy C-Means Algorithm for Service Resource Allocation
  • 本地全文:下载
  • 作者:Wei Jiang ; Xi Fang ; Jianmei Ding
  • 期刊名称:Scientific Programming
  • 印刷版ISSN:1058-9244
  • 出版年度:2020
  • 卷号:2020
  • 页码:1-6
  • DOI:10.1155/2020/8889480
  • 出版社:Hindawi Publishing Corporation
  • 摘要:With respect to the cluster problem of the evaluation information of mass customers in service management, a cluster algorithm of new Gaussian kernel FCM (fuzzy C-means) is proposed based on the idea of FCM. First, the paper defines a Euclidean distance formula between two data points and makes them cluster adaptively based on the distance classification approach and nearest neighbors in deleting relative data. Second, the defects of the FCM algorithm are analyzed, and a solution algorithm is designed based on the dual goals of obtaining a short distance between whole classes and long distances between different classes. Finally, an example is given to illustrate the results compared with the existing FCM algorithm.
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