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News of the Kabardin-Balkar scientific center of RAS, 2017, Issue 6-2, Pages 54–61
(Mi izkab222)
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This article is cited in 3 scientific papers (total in 3 papers)
COMPUTER SCIENCE. CALCULATION EQUIPMENT. MANAGEMENT
About the possibility of creating decision-making
systems for autonomous robots on the basis
of mivar expert systems processing
more than 1 mln production rules / s
O. O. Varlamovabc, D. V. Aladina, D. V. Saraeva, L. E. Adamovad, P. Jhac, S. A. Tonoyana a Bauman Moscow State Technical University (National research university of technology), 105005, Moscow, ul. Baumanskaya 2-ya, 5
b Scientific Research Institute MIVAR,
127521, Moscow, Oktyabrskaya street, 72
c Moscow Automobile and Road Construction State Technical University (MADI), 125319, Moscow, 64, Leningradsky prospect
d Educational Center MIVAR, 127521, Moscow, Oktyabrskaya street, 72
Abstract:
To create autonomous robots decision-making systems at the logical level of artificial intelligence are
needed, which will make decisions based on logical inference. Until 2002 logical conclusion was
considered NP-complete, which prohibited the creation of expert systems (ES) and decision support
systems (DSS) for real problems and robots. Mivar technologies of evolutionary accumulation and fast
logical processing of information due to the linear computational complexity of logical inference and
automatic construction of algorithms allowed to remove the fundamental limitation of NP-completeness of
logical inference. In MIIVARRI and at the department of IU-5 in BMSTU "KESMI (Razumator)" on a
laptop processing 5 million rules/s and included in the Register of Russian software is used to create a
qualitatively new level of decision-making systems "RoboRazum".
Keywords:
artificial intelligence, autonomous robots, expert systems, mivar, mivar technologies, databases, logic inference, automatic algorithm design, decision-making systems.
Received: 25.10.2017
Citation:
O. O. Varlamov, D. V. Aladin, D. V. Saraev, L. E. Adamova, P. Jha, S. A. Tonoyan, “About the possibility of creating decision-making
systems for autonomous robots on the basis
of mivar expert systems processing
more than 1 mln production rules / s”, News of the Kabardin-Balkar scientific center of RAS, 2017, no. 6-2, 54–61
Linking options:
https://www.mathnet.ru/eng/izkab222 https://www.mathnet.ru/eng/izkab/y2017/i62/p54
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Abstract page: | 90 | Full-text PDF : | 53 | References: | 8 |
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