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Iterative Filling and Updating of Information When Managing a Hierarchical Database 13
Korotkova T.I.
Doctor of Physics and Matematics, Professor of the Department of Mathematical Cybernetics, Faculty of Information Technology and Applied Mathematics, Moscow Aviation Institute (National Research University), Moscow, Russia
ORCID: https://orcid.org/0000-0001-6325-2684
e-mail: tatyanamail11@yandex.ru Mokhov A.A.
Magister in Physics and Mathematics, Moscow Aviation Institute (National Research University), Moscow, Russia
ORCID: https://orcid.org/0000-0002-5504-3820
e-mail: tolik.mohov25@gmail.com
The choice of optimal control in complex systems involves handling large amounts of information. The database of such a decision-making system has a hierarchical structure. The article describes the principle of filling and updating information when managing a hierarchical database of a complex system in the presence of uncertain factors. Uncertain factors are present in the criteria for the effectiveness of a complex system and in the criteria for its subsystems. The hierarchical structure of the decision-making system has a level of coordination of decisions of local subsystems. Coordination in a complex system is carried out with a step of discreteness. This allows you to use the iterative principle of filling the database and updating it. Uncertainty conditions significantly increase the amount of information processed. As a result, a hierarchical software package for database management is built.
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Minimizatsiya izbytochnoi informatsii v ierarkhicheskoi
baze dannykh. [Minimization of redundant information in a hierarchical
database]. Korotkova T.I., Luneva S.Yu., Alekseev N.S., Vinogradov V.I.,
Informatsionnye i telekommunikatsionnye tekhnologii. [Publ. Information and
telecommunication technologies], 2018. № 39. pp. 11–19.
-
Korotkova T.I. Mnogokriterial’nyi algoritm prinyatiya
resheniya v sisteme obespecheniya informa-tsionnoi bezopasnosti ob”ektov
grazhdanskoi aviatsii. [Multi-criteria decision-making algorithm in the system
of information security of objects of civil aviation], Elektronnyi zhurnal
«Trudy MAI». [Publ. Electronic journal «Trudy MAI»], 2015. № 84.
-
Korotkova T.I. Opisanie protsedur programmy operativnogo
obnovleniya soderzhaniya INTERNET uchebnikov. [Description of the procedures of
the program for the online updating of the content of INTERNET textbooks],
Elektronnyi zhurnal «Trudy MAI» [Publ. Electronic journal «Trudy MAI»], 2012. №
49.
-
Panteleev A.V., Panovskiy V.N. Application of open-source
optimization library ”Extremum” to the synthesis of feedback control of a
satellite. Advances in Science, Technology and Engineering Systems Journal,
2019. vol. 4, no. 5, pp. 23–29. doi: 10.25046/aj040503
-
Panteleev A.V., Rybakov K.A. Continuous optimal stochastic
control systems with incomplete feedback: Approximate synthesis. Automation
and Remote Control, 2018. vol. 79, no. 1, pp. 103–116. doi:
10.1134/S0005117918010095
-
Korotkova T.I., Kuzmina Y. Decision algorithm with
uncertainties in a multi-purpose flight safety system. Cite as: AIP Conference
Proceedings 2181, 020004 (2019). URL: https://doi.org/10.1063/1.5135664
(Published Online: 22.11.2019). doi: 10.1063/1.5135664
-
Russell D., Kohn R. Hierarchical data model / -М., 2013.
p. 102.
-
Karane M., Panteleev A.V. Hybrid multi-agent optimization
method of interpolation search. AIP Conference Proceedings, 2019. vol. 2181, id
020028. doi: 10.1063/1.5135688
-
Panteleev A.V., Panovskiy V.N., Korotkova T.I. Interval
explosion search algorithm and its application to hypersonic aircraft modelling
and motion optimization. Bulletin of the South Ural State University. Ser.
Mathematical Modelling, Programming & Computer Software (Bulletin SUSU
MMCS), 2016. vol. 9, no. 3, pp. 55–67. doi: 10.14529/mmp160305
-
Davtyan L.G., Panteleev A.V. Method of parametric
optimization of nonlinear continuous systems of joint estimation and control.
Journal of Computer and Systems Sciences International, 2019. vol. 58,
no. 3, pp. 360–373. doi: 10.1134/S1064230719030079
-
Korotkova T.I., Popova V.I. Multicriteria hierarchical
iterative interactive algorithm for organizing operational modes of large heat
supply systems. Journal of Physics: Conference Series, 2017. vol. 891,
article ID 012164. doi: 10.1088/1742–6596/891/1/012164
-
Alfredo Arias-Montano, Carlos A. Coello Coello, Efren
Mezura-Montes. Multi-Objective Evolutionary Algorithms in Aeronautical and
Aerospace Engineering. IEEE Transactions on Evolutionary
Computation, 2012. № 16 (5), pp. 662–694. doi:
10.1109/TEVC.2011.2169968
-
Bortakovskii A.S., Nemychenkov G.I. Optimal in the mean
control of deterministic switchable systems given discrete inexact
measurements. Journal of Computer and Systems Sciences International,
2019. vol. 58, no. 1, pp. 50–74. doi: 10.1134/S1064230719010052
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