Generalisations of SDM Methods in fpfs-Matrices Space to Render Them Operable in ifpifs-Matrices Space and Their Application to Performance Ranking of the Noise-Removal Filters

Authors : Burak ARSLAN, Tuğçe AYDIN, Samet MEMİŞ, Serdar ENGİNOĞLU

Pages : 88-116

Doi:10.53570/jnt.989335

View : 16 | Download : 5

Publication Date : 2021-09-30

Article Type : Research Paper

Abstract :Recently, the concept of intuitionistic fuzzy parameterized intuitionistic fuzzy soft matrices insert ignore into journalissuearticles values(ifpifs-matrices); has allowed to mathematically model some problems in which the parameters and alternatives exhibit intuitionistic fuzzy uncertainties. To this end, the present study aims to generalise 24 soft decision-making insert ignore into journalissuearticles values(SDM); methods operating in the fuzzy parameterized fuzzy soft matrices space with a single fpfs-matrix to the ifpifs-matrices spaces. Afterwards, we propose five test scenarios to analyse whether the SDM methods constructed by ifpifs-matrices consistently work. Moreover, we make performance comparisons of the generalised SDM methods successful in the five test scenarios by applying them to the performance-based value assignment insert ignore into journalissuearticles values(PVA); problem of the well-known noise-removal filters. Finally, we discuss the need for further research.
Keywords : Fuzzy sets, intuitionistic fuzzy sets, soft sets, ifpifs matrices, soft decision making