Soft calculations and measurements. Volume 1
Soft approaches to measurements and management of 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 opinions and assessments of intelligent agents are analyzed: from four-digit systems of modalities to non-classical measures and fuzzy distributions. The theory of entropy potentials is considered. state, prospects of development and practical application, methodology of cognitive visualization of multidimensional data, fuzzy methods of self-organization of information systems, methods of improving the efficiency of genetic algorithms, general concept and approach to the construction of distributed self-organizing information systems, Bayesian networks, related models and their applications. The monograph is intended for researchers, postgraduates, students and other specialists working in the field of soft computing and measurements, in the field of creating methods and means of artificial intelligence.
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