monograph / ed. prof. S.V. Prokopchinoy. - M .: Publishing House "SCIENTIFIC LIBRARY", 2017 - 490 p.
ISBN 978-5-9909931-7-4
Soft approaches to measuring and managing complex systems, a regularizing Bayesian approach, a theoretical path from fuzzy sets to soft estimates and synergetic artificial intelligence are considered, methods for constructing granular logical values and structures, modeling of opinions and estimates of intelligent agents: from four-valued systems of modalities to non-classical measures are analyzed and fuzzy distributions. The theory of entropy potentials is considered. state, development prospects and practical applications, the methodology of cognitive visualization of multidimensional data, fuzzy methods of self-organization of information systems, methods for increasing the efficiency of genetic algorithms, the general concept and approach to building distributed self-organizing information systems, Bayesian networks, related models and their applications. The monograph is intended for researchers, graduate students, students and other specialists working in the field of soft computing and measurement, in the field of creating methods and means of artificial intelligence.
