The monograph discusses the algebraic foundations of fuzzy logic and possible applications. The book contains an exposition of the basic concepts of fuzzy logic used in solving a wide class of applied problems related to the theory of fuzzy relational equations, fuzzy neural networks, and decision-making methods under conditions of uncertainty.