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Choquet integrals of fuzzifying measurable functions and their applications

  • James Cook University Queensland
  • Konkuk University

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

This study introduces the Choquet integral of fuzzifying functions with respect to a fuzzy measure. To express various phenomena or ambiguous values in many applications may not be enough to show them as a function, in which case a fuzzifying function can be applied to achieve better expressions or flexibility for given function values. To apply Choquet integrals of fuzzifying functions, we consider Choquet integrals of interval-valued functions as an operator which are α-level functions of fuzzifying functions. In this study, we investigate some properties of Choquet integral of fuzzifying functions and present their applications. As part of this, a series of relevant examples and their subsequent applications are provided, along with the fuzzification of two integrands: A probability density function (PDF) and a utility function.

Original languageEnglish
Pages (from-to)151-164
Number of pages14
JournalIranian Journal of Fuzzy Systems
Volume20
Issue number5
DOIs
StatePublished - 1 Sep 2023

Keywords

  • Choquet integral
  • Fuzzy sets
  • fuzzifying function
  • probability density function
  • utility function

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