**Author details**

Andrey Kostogryzov<sup>1</sup> \* and Victor Korolev<sup>2</sup>

1 Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, Gubkin Russian State University of Oil and Gas, Russia

2 Lomonosov Moscow State University (Faculty of Computational Mathematics and Cybernetics, Department of Mathematical Statistics), Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, Russia

\*Address all correspondence to: akostogr@gmail.com

© 2019 The Author(s). Licensee IntechOpen. This chapter is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/ by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

*Probabilistic Methods for Cognitive Solving of Some Problems in Artificial Intelligence Systems DOI: http://dx.doi.org/10.5772/intechopen.89168*
