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  5. THE ANALYSIS OF FUZZY EXPERT SYSTEMS ASSESSMENT OBJECTS. COMBINED EXPERT SYSTEM

THE ANALYSIS OF FUZZY EXPERT SYSTEMS ASSESSMENT OBJECTS. COMBINED EXPERT SYSTEM

L.G. Raskin, T.I. Katkova, V.O. Golovko
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The brief overview of the traditional technologies of fuzzy expert systems for evaluating the state of objects. An analysis of the principles in the famous fuzzy expert systems revealed their shortcomings. Proposed structure and corresponding mathematical model of the combined system assessment, combining regression approach of Takagi-Sugeno with Bayesian inference engine.
Keywords: unclear consulting models, calculation of unclear distribution of a posteriori probabilities of the states of object, combined mechanism of inferencing