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RETRACTION:Combination of linguistic Z-numbers and IF-THEN rules based on rectangular coordinate system

  • Huakun Chen
  • , Qianlei Jia
  • , Wei Huang
  • , Jingping Shi
  • , Ehab Safwat
  • Northwestern Polytechnical University Xian
  • Military Technical College

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

There is a growing body of literature that recognises the importance of Z-numbers proposed by Prof Zadeh. However, due to the complicated structure and short presentation time, many unknowns about Z-numbers still exist. To fill these gaps, this study aims to make use of rectangular coordinate system to express linguistic Z-numbers. Simultaneously, this study sets out to design a score function to quantify the information contained in different Z-numbers. Subsequently, distance measure and similarity measure are also presented from the perspective of coordinate system. Besides, linguistic discrete Z-numbers and belief rule base (BRB) model are combined to construct a novel reasoning model on the basis of implication operators. To verify the validity of the proposed method, three representative examples of epidemic level assessment, multicriteria group decision-making (MCGDM), and network security assessment are employed. The comparison with other widely used methods are performed to further demonstrate the superiority of the proposed method.

Original languageEnglish
Pages (from-to)1251-1268
Number of pages18
JournalJournal of Intelligent and Fuzzy Systems
Volume45
Issue number1
DOIs
StatePublished - 2023

Keywords

  • Linguistic Z-numbers
  • distance measure
  • rectangular coordinate system
  • score function
  • similarity measure

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