Fuzzy Parameterized Fuzzy Soft Matrices and Their Application in Decision Making

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Enginoğlu S., Çağman N.

TWMS Journal of Applied and Engineering Mathematics, cilt.10, sa.4, ss.1105-1115, 2020 (ESCI) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 10 Sayı: 4
  • Basım Tarihi: 2020
  • Dergi Adı: TWMS Journal of Applied and Engineering Mathematics
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), Scopus, TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.1105-1115
  • Anahtar Kelimeler: Fuzzy sets, soft sets, soft matrices, fpfs-matrices, prevalence effect method, SWITCHING MEDIAN FILTER, SET-THEORY, NOISE, SALT
  • Çanakkale Onsekiz Mart Üniversitesi Adresli: Evet

Özet

In this study, we define the concept of fuzzy parameterized fuzzy soft matrices (fpfs-matrices) and present some of their basic properties. By using fpfs-matrices, we then suggest a new algorithm, i.e. Prevalence Effect Method (PEM), and apply this method to a performance-based value assignment, so that we can order noise removal filters regarding performance. The results show that PEM has potential for several areas, such as machine learning and image processing. Finally, we discuss fpfs-matrices and PEM for further research.