Artificial intelligence

Abstract: In this paper, an approach to creation of active Mivar encyclopedia, which is a multi-subject-matter expert system (ES) with the evolutionary capacity of knowledge and active problem solving in real time based on mivar logicalcomputing networks is developed. Creation of a single expert system for several different domains (multi-subject EC) requires a description in a unified formalism of tens and hundreds of thousands of objects and rules. Mivar develops a network of production and the approach used to create various expert systems, and multivariate evolution applied automated information systems (MEPAIS) support decision-making. To enhance the application of these formalisms are proposed the new ways of development mivar networks based on multi-dimensional binary matrices for the implementation of evolutionary concurrent processing of more than ten thousand rules in real time.

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