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Similarity Analysis Between Fuzzy Set and Crisp Set

  • Published : 2007.12.01

Abstract

The similarity analysis for fuzzy set pair or crisp set pair are carried out. The similarity measure that is based on distance measure is derived and proved. The proposed similarity measure is considered with the help of analysis for uncertainty or certainty part of the membership functions. The usefulness of proposed similarity is verified through the computation of similarity between fuzzy set and crisp set or fuzzy set and fuzzy set. Our results are also compared with those of previous similarity measure which is based on fuzzy number.

Keywords

References

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  1. Incorporation of Fuzzy Theory with Heavyweight Ontology and Its Application on Vague Information Retrieval for Decision Making vol.11, pp.3, 2011, https://doi.org/10.5391/IJFIS.2011.11.3.171
  2. Similarity measure design and similarity computation for discrete fuzzy data vol.18, pp.5, 2011, https://doi.org/10.1007/s11771-011-0878-0