Hesitant fuzzy multi-attribute decision-making based on the minimum deviation method
作者: Hua ZhaoZeshui XuHai WangShousheng Liu
作者单位: 1PLA University of Science and Technology
2Sichuan University
3Southeast University
刊名: Soft Computing, 2017, Vol.21 (12), pp.3439-3459
来源数据库: Springer Journal
DOI: 10.1007/s00500-015-2020-y
关键词: Hesitant fuzzy setMulti-attribute decision-makingMinimum deviationWeight
英文摘要: As a powerful and efficient tool in expressing the indeterminate and fuzzy information, the hesitant fuzzy set (HFS) has shown its increasing importance. It was first proposed by Torra and Narukawa, permitting the membership degree of an element to a set of several possible values. In this paper, based on the idea of minimum deviation between the subjective and the objective preferences, we first develop two methods to determine the attribute weights under the hesitant fuzzy environment. To do so, we present the concept of hesitant fuzzy expected value and then establish several optimization models to gain the attribute weights. After that, we use the information aggregation techniques to integrate the hesitant fuzzy attribute values or their expected values, and then sort the...
原始语种摘要: As a powerful and efficient tool in expressing the indeterminate and fuzzy information, the hesitant fuzzy set (HFS) has shown its increasing importance. It was first proposed by Torra and Narukawa, permitting the membership degree of an element to a set of several possible values. In this paper, based on the idea of minimum deviation between the subjective and the objective preferences, we first develop two methods to determine the attribute weights under the hesitant fuzzy environment. To do so, we present the concept of hesitant fuzzy expected value and then establish several optimization models to gain the attribute weights. After that, we use the information aggregation techniques to integrate the hesitant fuzzy attribute values or their expected values, and then sort the...
全文获取路径: Springer  (合作)
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来源刊物:
影响因子:1.124 (2012)

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关键词翻译
关键词翻译
  • fuzzy 模糊的
  • decision 决定
  • deviation 偏差
  • making 制定
  • attribute 属性
  • minimum 极小
  • expected 预期
  • weights 法码
  • hesitant 犹豫
  • information 报告