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  • 标题:An evaluation of the Balance and Variation of DEMATEL s by Using Liu’s Integrated Validity Index
  • 本地全文:下载
  • 作者:Hsiang-Chuan Liu ; Wei-Sung Chen ; Wei-Guang Tsaur
  • 期刊名称:Journal of Data Science
  • 印刷版ISSN:1680-743X
  • 电子版ISSN:1683-8602
  • 出版年度:2016
  • 卷号:14
  • 期号:3
  • 页码:509-518
  • 出版社:Tingmao Publish Company
  • 摘要:This paper, evaluates and compares the heterogeneous balance-variation order pair of any two decision-making trial and evaluation laboratory (DEMATEL) theories, in which one has a larger balance and a smaller variation. In contrast, the other one has a smaller balance and a larger variation. With this said, the first author proposed a useful integrated validity index to evaluate any DEMATEL theory presence by combining Liu's balanced coefficient and Liu's variation coefficient. Applying this new validity index, three DEMATELs kinds with a same direct relational matrix are compared that are: the traditional, shrinkage, and balance. Furthermore, conducted is a simple validity experiment Results. show that the balance DEMATEL has the best performance. And that, the shrinkage coefficient's performance is better than that of the traditional DEMATEL.
  • 关键词:DEMATEL; indirect relational matrix; balance coefficient; variation coefficient; validity index.
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