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  • 标题:Convex Aggregation Operators and Their Applications to Multi-Hesitant Fuzzy Multi-Criteria Decision-Making
  • 本地全文:下载
  • 作者:Ye Mei ; Juanjuan Peng ; Junjie Yang
  • 期刊名称:Information
  • 电子版ISSN:2078-2489
  • 出版年度:2018
  • 卷号:9
  • 期号:9
  • 页码:207
  • DOI:10.3390/info9090207
  • 语种:English
  • 出版社:MDPI Publishing
  • 摘要:Hesitant fuzzy sets (HFSs), which were generalized from fuzzy sets, constrain the membership degree of an element to be a set of possible values between zero and one; furthermore, if two or more decision-makers select the same value, it is only counted once. However, a situation where the evaluation value is repeated several times differs from one where the value appears only once. Multi-hesitant fuzzy sets (MHFSs) can deal effectively with a case where some values are repeated more than once in a MHFS. In this paper, the novel convex combination of multi-hesitant fuzzy numbers (MHFNs) is introduced. Some aggregation operators based on convex operation, such as generalized multi-hesitant fuzzy ordered weighted average (GMHFOWA) operator, generalized multi-hesitant fuzzy hybrid weighted average (GMHFHWA) operator, generalized multi-hesitant fuzzy prioritized weighted average (GMHFPWA) operator and generalized multi-hesitant fuzzy Choquet integral weighted average (GMHFCIWA) operator, are developed and corresponding properties are discussed in detail. Then, based on the proposed aggregation operators, a novel approach for multi-criteria decision-making (MCDM) problem is proposed for ranking alternatives. Finally, an example is provided to verify the developed approach and demonstrate its validity and feasibility and the study is supported by a sensitivity analysis and a comparison analysis.
  • 关键词:multi-criteria decision-making; multi-hesitant fuzzy sets; aggregation operators multi-criteria decision-making ; multi-hesitant fuzzy sets ; aggregation operators
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