Zobrazeno 1 - 10
of 27
pro vyhledávání: '"A. V. Kolnogorov"'
Autor:
S. V. Garbar, A. V. Kolnogorov
Publikováno v:
Automation and Remote Control. 83:1857-1873
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f8879068b8683ac135d6072f6228cbb
https://doi.org/10.1134/s00051179220110108
https://doi.org/10.1134/s00051179220110108
Publikováno v:
Automation and Remote Control. 83:1288-1307
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8b7277b3c83fbe1b01f26cdd6f59bb51
https://doi.org/10.1134/s0005117922080100
https://doi.org/10.1134/s0005117922080100
Autor:
Arthur E. Krupnin, Anatoliy A. Azarov, Sergei D. Gershbaum, Arthur R. Zakirov, Artem V. Kolnogorov, Sergei V. Krasheninnikov, Nikita G. Sedush, Sergei N. Chvalun
Publikováno v:
PROCEEDINGS OF INTERNATIONAL CONFERENCE OF YOUNG SCIENTISTS AND STUDENTS “TOPICAL PROBLEMS OF MECHANICAL ENGINEERING” ToPME 2021: Mechanical Engineering Research Institute of the Russian Academy of Sciences (IMASH RAN).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c7cca48a15f1559978203ba87416bb53
https://doi.org/10.1063/5.0112042
https://doi.org/10.1063/5.0112042
Autor:
Alexander V. Kolnogorov
Publikováno v:
Problems of Information Transmission. 56:278-301
For a Gaussian two-armed bandit, which arises when batch data processing is analyzed, the minimax risk limiting behavior is investigated as the control horizon N grows infinitely. The minimax risk is searched for as the Bayesian one computed with res
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f737378152d0a1220555f532dd773075
https://doi.org/10.1134/s0032946020030059
https://doi.org/10.1134/s0032946020030059
Autor:
Alexander V. Kolnogorov
Publikováno v:
2021 XVII International Symposium "Problems of Redundancy in Information and Control Systems" (REDUNDANCY).
We consider the one-armed bandit problem, i.e., the two-armed bandit problem with known probability distribution of incomes corresponding to applying the first action. On the known control horizon one has to determine the most profitable action and t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::913b3bbb298b19fbd1338b3a1a4141c6
https://doi.org/10.1109/redundancy52534.2021.9606464
https://doi.org/10.1109/redundancy52534.2021.9606464
Autor:
A. V. Kolnogorov
Publikováno v:
Применение технологий виртуальной реальности и смежных информационных систем в междисциплинарных задачах FIT-M 2020.
В минимаксной постановке рассмотрены три модели управления пакетной обработкой больших данных при наличии двух и более альтернативных
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c025b3ccb965622a2687ebc21bc6fe99
https://doi.org/10.38006/907345-75-1.2020.250.255
https://doi.org/10.38006/907345-75-1.2020.250.255
Autor:
Alexander V. Kolnogorov
Publikováno v:
Problems of Information Transmission. 54:84-100
We consider the minimax setting for the two-armed bandit problem with normally distributed incomes having a priori unknown mathematical expectations and variances. This setting naturally arises in optimization of batch data processing where two alter
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7af61e06d7e51a1310d06bda9964bc8e
https://doi.org/10.1134/s0032946018010076
https://doi.org/10.1134/s0032946018010076
Autor:
D N Shiyan, A V Kolnogorov
Publikováno v:
Journal of Physics: Conference Series. 2052:012039
We consider the problem of optimal control in a random environment in a minimax setting as applied to data processing. It is assumed that the random environment provides two methods of data processing, the effectiveness of which is not known in advan
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::95ef63d82ab7092ac84ca2de434b07fd
https://doi.org/10.1088/1742-6596/2052/1/012039
https://doi.org/10.1088/1742-6596/2052/1/012039
Autor:
A V Kolnogorov
Publikováno v:
Journal of Physics: Conference Series. 2052:012020
We consider the two-alternative processing of big data in the framework of the two-armed bandit problem. We assume that there are two processing methods with different, fixed but a priori unknown efficiencies which are due to different reasons includ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b9215899eebf8c1652e9e366a44fb755
https://doi.org/10.1088/1742-6596/2052/1/012020
https://doi.org/10.1088/1742-6596/2052/1/012020
Autor:
Alexander V. Kolnogorov, Denis Grunev
We consider exponential two-armed bandit problem in which incomes are described by exponential distribution densities. We develop Bayesian approach and present recursive equation for determination of Bayesian strategy and Bayesian risk. In the limiti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::db425cb6638289b92c732e7280a148ff
http://arxiv.org/abs/1908.05531
http://arxiv.org/abs/1908.05531
