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Some interval-valued hesitant fuzzy aggregation operators based on Archimedean t-norm and t-conorm with their application in multi-criteria decision making

  • Zhiming Zhang*
  • , Chong Wu
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

As a generalization of hesitant fuzzy set (HFS), interval-valued hesitant fuzzy set (IVHFS) permits an element's membership degree to be a set of several possible interval values and can therefore be used as an efficient mathematical tool for modeling people's hesitancy and uncertainty in multi-criteria decision making (MCDM). The Archimedean t-conorm and t-norm provide a generalization of a variety of other t-conorms and t-norms that include the Algebraic, Einstein, Hamacher and Frank t-conorms and t-norms as special cases. In this paper, we first present some new operational laws for interval-valued hesitant fuzzy elements (IVHFEs) based on the Archimedean t-conorm and t-norm. Then, based on these operational laws, we develop several Archimedean t-conorm- and t-norm-based interval-valued hesitant fuzzy aggregation operators, which provide a family of interval-valued hesitant fuzzy aggregation operators that include the existing interval-valued hesitant fuzzy aggregation operators based on the Algebraic and Einstein t-conorms and t-norms as special cases. Some desired properties and special cases of the developed operators are investigated in detail. Furthermore, we develop an approach to MCDM under interval-valued hesitant fuzzy environments. Finally, an illustrative example is provided to show the effectiveness and practicality of the proposed operators and approach.

Original languageEnglish
Pages (from-to)2737-2748
Number of pages12
JournalJournal of Intelligent and Fuzzy Systems
Volume27
Issue number6
DOIs
StatePublished - 2014
Externally publishedYes

Keywords

  • Archimedean t-conorm and t-norm
  • Multi-criteria decision making (MCDM)
  • hesitant fuzzy set (HFS)
  • interval-valued hesitant fuzzy aggregation operator
  • interval-valued hesitant fuzzy set (IVHFS)

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