DEFUZZIFICATION WITHIN A MULTICRITERIA DECISION MODEL

University of Belgrade · National Yang Ming Chiao Tung University

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Abstract

In many cases, criterion values are crisp in nature, and their values are determined by economic instruments, mathematical models, and/or by engineering measurement. However, there are situations when the evaluation of alternatives must include the imprecision of established criteria, and the development of a fuzzy multicriteria decision model is necessary to deal with either "qualitative" (unquantifiable or linguistic) or incomplete information. The proposed fuzzy multicriteria decision model (FMCDM) consists of two phases: the CFCS phase - Converting the Fuzzy data into Crisp Scores, and the MCDM phase - MultiCriteria Decision Making. This model is applicable for defuzzification within the MCDM model with a…

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Authors

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Topics & keywords

Keywords
  • Defuzzification
  • Fuzzy logic
  • Multiple-criteria decision analysis
  • Mathematics
  • Fuzzy set
  • Set (abstract data type)
  • Fuzzy number
  • Data mining
UN Sustainable Development Goals
  • Peace, Justice and strong institutions
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