About the possibility of creating decision-making

O. O. Varlamov ; D. V. Aladin ; D. V. Saraev ; L. E. Adamova ; P. Jha ; S. A. Tonoyan

News of the Kabardin-Balkar scientific center of RAS, no. 6-2 (2017), pp. 54-61.

Résumé

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".

Détail

Keywords: artificial intelligence, autonomous robots, expert systems, databases, logic inference, automatic algorithm design, decision-making systems.
Mots-clés : mivar, mivar technologies

Bibliographie

[1] Yu. G. Rostovtsev, Matematicheskie metody i modeli otsenivaniya voenno-politicheskoi obstanovki, MO SSSR, 1986, 312 pp.

[2] V. I. Gorodetskii, Prikladnaya algebra i diskretnaya matematika. Formalnye sistemy logicheskogo tipa, v. Chast 3, MO SSSR, 1987, 177 pp.

[3] Dzh. Piterson, Teoriya setei Petri i modelirovanie sistem, M., 1984, 264 pp.

[4] Raibekas A. Ya. Vesch, svoistvo, otnoshenie kak filosofskie kategorii, Izd-vo Tomskogo universiteta, Tomsk, 1977

[5] Dzh. F. Lyuger, Iskusstvennyi intellekt: strategii i metody resheniya slozhnykh problem, Izdatelskii dom “Vilyams”., M., 2005, 864 pp.

[6] O. O. Varlamov, Evolyutsionnye bazy dannykh i znanii dlya adaptivnogo sinteza intellektualnykh sistem. Mivarnoe informatsionnoe prostranstvo, Radio i svyaz, M., 2002, 288 pp.

[7] O. O. Varlamov, “Lineinyi matrichnyi metod opredeleniya marshruta logicheskogo vyvoda na adaptivnoi seti pravil”, Izvestiya vysshikh uchebnykh zavedenii. Elektronika, 2002, no. 6, 48–53

[8] O. O. Varlamov, Sistemnyi analiz i sintez modelei dannykh i metody obrabotki informatsii v samoorganizuyuschikhsya kompleksakh operativnoi diagnostiki, diss. ... dok-ra tekhn. nauk, M., 2003, 307 pp.

[9] O. O. Varlamov, “O sistemnom podkhode k sozdaniyu modeli kompyuternykh ugroz i ee roli v obespechenii bezopasnosti informatsii v klyuchevykh sistemakh informatsionnoi infrastruktury”, Izvestiya YuFU. Tekhnicheskie nauki, 2006, no. 7 (62), 216–223

[10] O. O. Varlamov, “Intellektualnye sistemy informatsionnoi bezopasnosti i sistemnyi sintez modeli kompyuternykh ugroz”, Iskusstvennyi intellekt, 2006, no. 3, 720–726

[11] O. O. Varlamov, A. M. Khadiev, M. O. Chibirova, G. S. Sergushin, P. D. Antonov, Avtomatizirovannoe postroenie marshruta logicheskogo vyvoda v mivarnoi baze znanii, Patent na izobretenie RUS 2607995, opublikovano 11.01.2017, byul. No2, 43 pp. (11.02.2015)

[12] O. O. Varlamov, L. E. Adamova, D. V. Eliseev, Yu. I. Mayboroda, P. D. Antonov, G. S. Sergushin, M. O. Chibirova, “Mivar thechnologies in mathematical modeling of natural language, images and human speech understanding”, International Journal of Advanced Studies, 3:3 (2013), 17–23 | DOI | MR

[13] O. O. Varlamov, L. E. Adamova, D. V. Eliseev, Yu. I. Maiboroda, P. D. Antonov, G. S. Sergushin, M. O. Chibirova, “Kompleksnoe modelirovanie protsessov ponimaniya kompyuterami smysla tekstov, rechi i obrazov na osnove mivarnykh tekhnologii”, Iskusstvennyi intellekt, 2013, no. 4 (62), 15–27

[14] O. O. Varlamov, “Sistemy obrabotki informatsii i vzaimodeistvie grupp mobilnykh robotov na osnove mivarnogo informatsionnogo prostranstva”, Iskusstvennyi intellekt, 2004, no. 4, 695–700

[15] S. S. Shadrin, O. O. Varlamov, A. M. Ivanov, Experimental Autonomous Road Vehicle with Logical Artificial Intelligence, Journal of Advanced Transportation, 2017, 2017, 10 pp. href{https://www.hindawi.com/journals/jat/ 2017/2492765/}{https://www.hindawi.com/journals/jat/ 2017/2492765/} | DOI

[16] M. O. Chibirova, “Sravnitelnyi analiz mivarnogo podkhoda s podkhodami, osnovyvayuschimisya na ontologiyakh i kognitivnykh kartakh”, Radiopromyshlennost, 2015, no. 3, 55–66

[17] M. O. Chibirova, “Strukturnoe razvitie mivarnogo podkhoda: klassy i otnosheniya”, Radiopromyshlennost, 2015, no. 3, 44–54

[18] M. O. Chibirova, “Neobkhodimost dobavleniya ogranichenii i pretsedentov dlya razvitiya mivarnogo informatsionnogo prostranstva”, Radiopromyshlennost, 2015, no. 3, 67–78

[19] A. M. Khadiev, “Razrabotka i prakticheskaya realizatsiya mivarnoi mashiny logicheskogo vyvoda”, Radiopromyshlennost, 2015, no. 3, 79–89

[20] G. S. Sergushin, “Kompyuterno-realizovannaya sistema dlya avtomatizirovannogo postroeniya marshruta logicheskogo vyvoda v mivarnoi baze znanii”, Radiopromyshlennost, 2015, no. 3, 90–99

[21] G. S. Sergushin, “Razrabotka mivarnykh ASU TP dlya razlichnykh primenenii v avtomobilno-dorozhnoi sfere”, Radiopromyshlennost, 2015, no. 3, 100–111

[22] E. A. Zhdanovich, P. A. Antonov, A. M. Khadiev, G. S. Sergushin, M. O. Chibirova, “Postanovka diagnoza po simptomam na osnove mivarnogo podkhoda”, Radiopromyshlennost, 2015, no. 3, 122–130

[23] P. D. Antonov, M. O. Chibirova, E. A. Zhdanovich, G. S. Sergushin, D. V. Eliseev, “Prakticheskii primer ispolzovaniya mivarnogo podkhoda dlya sozdaniya ekspertnoi sistemy v predmetnoi oblasti «Geometriya»”, Radiopromyshlennost, 2015, no. 3, 131–143

[24] L. E. Adamova, A. I. Belousova, D. A. Protopopova, D. V. Eliseev, A. O. Peterson, “Ob odnom podkhode k sozdaniyu intellektualnoi voprosno-otvetnoi sistemy «mivarnyi virtualnyi konsultant»”, Radiopromyshlennost, 2015, no. 3, 160–171

[25] E. A. Zhdanovich, P. K. Chernyshev, K. A. Yufimychev, D. V. Eliseev, D. A. Chuvikov, “Vychislenie proizvolnykh algoritmov funktsionirovaniya servisnykh robotov na osnove mivarnogo podkhoda”, Radiopromyshlennost, 2015, no. 3, 226–242

[26] E. A. Zhdanovich, A. A. Panferov, K. A. Yufimychev, A. M. Khadiev, D. V. Eliseev, “Primenenie mivarnoi ekspertnoi sistemy dlya planirovaniya dvizheniya mobilnogo servisnogo robota”, Radiopromyshlennost, 2015, no. 3, 243–254

[27] V. M. Chernenkii, V. I. Terekhov, Yu. E. Gapanyuk, “Struktura gibridnoi intellektualnoi informatsionnoi sistemy na osnove metagrafov”, Neirokompyutery: razrabotka, primenenie, 2016, no. 9, 3–13

[28] Yu. E. Gapanyuk, G. I. Revunkov, Yu. S. Fedorenko, “Predikatnoe opisanie metagrafovoi modeli dannykh”, Informatsionno-izmeritelnye i upravlyayuschie sistemy, 14:12 (2016), 122–131

[29] V. I. Terekhov, “Primenenie gibridnykh sistem vychislitelnogo intellekta dlya vybora ratsionalnogo varianta upravlencheskogo resheniya”, Voennaya mysl, 2009, no. 11, 29–34

[30] E. N. Samokhvalov, Yu. E. Gapanyuk, “Ob'edinenie avtomatizirovannykh uchebnykh posobii na osnove semanticheskoi seti ponyatii”, Inzhenernyi zhurnal: nauka i innovatsii, 2013, no. 11, 32

[31] S. A. Tonoyan, D. V. Saraev, “Temporalnye modeli bazy dannykh i ikh svoistva”, Inzhenernyi zhurnal: nauka i innovatsii, 2014, no. 12 (36), 15

[32] A. V. Baldin, S. A. Tonoyan, D. V. Eliseev, “Yazyk zaprosov k mivarnomu predstavleniyu relyatsionnykh baz dannykh, soderzhaschikh arkhiv informatsii iz predyduschikh kadrovykh sistem”, Inzhenernyi zhurnal: nauka i innovatsii, 2013, no. 11 (23), 20