“…Incorporating unfavorable qualities, also referred to as inferiority rankings, allows for a more thorough assessment of available options. This study presents an unusual MCDM approach for superiority and inferiority ranking that includes an [2] -fuzzy set, [3] a hesitant fuzzy set, and [4] a negative -fuzzy set. These additions to conventional fuzzy sets make it possible to describe uncertainty in decision-making in a more versatile and sophisticated way.…”