FUZZY PARAMETERIZED FUZZY SOFT MATRICES AND THEIR APPLICATION IN DECISION-MAKING

FUZZY PARAMETERIZED FUZZY SOFT MATRICES AND THEIR APPLICATION IN DECISION-MAKING

S. Enginoğlu, N. Çağman

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Abstract

In this study, we define the concept of fuzzy parameterized fuzzy soft ma- trices (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 a potential for several areas, such as machine learning and image processing. Finally, we discuss fpfs-matrices and PEM for further research.

Keywords

Fuzzy sets, soft sets, soft matrices, fpfs-matrices, prevalence effect method