Abstract: : This document, prepared under IDA's Central Research Program, describes briefly some proposed or implemented applications of the theory of fuzzy sets. It also attempts to characterize the nature of the applications that have been successful and to suggest how the methodology might be more effectively applied to certain proposed analytical applications. Fuzzy logic, Fuzzy set theory, Cluster analysis, Signal processing.