On the redundancy of fuzzy partitions

Research output: Contribution to journalArticlepeer-review

Abstract

We introduce a concept of redundancy for a family of fuzzy subsets, based on a left continuous t-norm and its corresponding residual operator, and study its basic properties, including a characterization of families with redundancy zero in some important special cases. Examples illustrate that, in the case of t-norms with zero divisors, several definitions for fuzzy partitions from the literature are insensitive to the phenomenon of redundancy. Finally, a geometric interpretation of the redundancy based on the Lukasiewicz t-norm and an upper bound for its value are given.
Original languageEnglish
Pages (from-to)195-201
Number of pages7
JournalFuzzy Sets and Systems
Volume85
Issue number2
DOIs
Publication statusPublished - 1997

Fields of science

  • 101 Mathematics
  • 101004 Biomathematics
  • 101027 Dynamical systems
  • 101013 Mathematical logic
  • 101028 Mathematical modelling
  • 101014 Numerical mathematics
  • 101020 Technical mathematics
  • 101024 Probability theory
  • 102001 Artificial intelligence
  • 102003 Image processing
  • 102009 Computer simulation
  • 102019 Machine learning
  • 102023 Supercomputing
  • 202027 Mechatronics
  • 206001 Biomedical engineering
  • 206003 Medical physics
  • 102035 Data science

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