“…The foundations of fuzzy logic systems design are already well established (Dubois & Prade, 1980). The use of fuzzy logic (FL) in different aspects of safety and reliability analysis has been discussed in a number of papers (Bowles & Pelaez, 1995;Gentile, Rogers, & Mannan, 2003;Geymar & Ebecken, 1995;Karwowski & Mital, 1986;Kenatrangul, 1991;Kim, Ju, & Gens, 1996;Markowski, 2006;Misra & Weber, 1990;Quiech & Cameron, 1994;Singer, 1990;Solzano & Cozzani, 2006). There is no paper on fuzzy ''bow-tie'' although there were some works on a separate use of the fuzzy sets in a fault tree (Geymar & Ebecken, 1995;Kim et al, 1996;Singer, 1990) and an event tree (Kenatrangul, 1991;Markowski, 2006).…”