Abstract. The paper addresses the construction of fuzzy systems of the specification of processes of diagnosis and treatments of fuzzy inference, as well as new formulations and methods for solving problems in fuzzy models. In particular, approaches to the solution of classical probabilistic problems for fuzzy events are proposed.

Keywords: linguistic variable, fuzzy inference, fuzzy event, probability of a fuzzy event.