ОПТИМИЗАЦИЯ ПРОЕКТИРОВАНИЯ МНОГОАСПЕКТНОЙ ЦИФРОВОЙ СРЕДЫ СИСТЕМЫ ОДНОРОДНЫХ ОБЪЕКТОВ НА ОСНОВЕ ПРОЦЕДУР ДЕКОМПОЗИЦИИ И АГРЕГАЦИИ
Работая с нашим сайтом, вы даете свое согласие на использование файлов cookie. Это необходимо для нормального функционирования сайта, показа целевой рекламы и анализа трафика. Статистика использования сайта отправляется в «Яндекс» и «Google»
Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

MULTI-ASPECT DIGITAL ENVIRONMENT DESIGN OPTIMIZATION OF HOMOGENEOUS OBJECTS SYSTEM BASED ON THE PROCEDURES OF DECOMPOSITION AND AGGREGATION

L'vovich Y.Y.   Pitolin A.V.   Sorokin S.O.  

UDC 681.5
DOI: 10.26102/2310-6018/2019.25.2.024

  • Abstract
  • List of references
  • About authors

This article examines the functioning of the homogeneous objects system in the conditions of active digitalization. It is shown that the integral structure uniting all aspects of digital transformation is a multi-aspect digital environment, which requires constant improvement as new tools of digitalization develops. The arising task of designing that sort of an environment has an optimization nature. The optimal design system is proposed to build on the basis of a combination of descending and ascending processes of decision-making. The descending design basis is the formalization of the decomposition process of a multidimensional digital environment using a binary tree model. The ascending design procedures are based on models and algorithms of multi-alternative optimization with the determination of the dominant variants set based on the transition matrix of the Markov chain and the use of expert evaluation.

1. Sorokin S.O. Optimizatsionnoe modelirovanie funktsionirovaniya sistemy odnorodnykh ob"ektov v mnogoaspektnoy tsifrovoy srede//Modelirovanie, optimizatsiya i informatsionnye tekhnologii.-2018.-Vol.6, No.3 - pp.153-164.

2. L'vovich Ya.E. Mnogoal'ternativnaya optimizatsiya: teoriya i prilozheniya.- Voronezh: Izdatel'skiy dom «Kvarta».-2006.-428 .

3. Abramyan M.E. Binarnye derev'ya: zadachi, resheniya i ukazaniya. Rostov na Donu.- 2009.-71 p.

4. Karelina I.G. Monitoring deyatel'nosti obrazovatel'nykh organizatsiy – initsiativa sistemnykh izmeneniy v vysshem obrazovanii/I.G.Karelina, A.B.Sobolev, S.O.Sorokin// Vysshee obrazovanie segodnya.-2015.- No.6.- 4.1.-pp.37-46.

5. Karelina I.G. Monitoring deyatel'nosti obrazovatel'nykh organizatsiy – initsiativa sistemnykh izmeneniy v vysshem obrazovanii/I.G.Karelina, A.B.Sobolev, S.O.Sorokin// Vysshee obrazovanie segodnya.-2015.- No.6.- 4.2.-pp.55-61.

6. Mikryukov V.N. Avtomatizatsiya formirovaniya analiticheskikh otchetov na osnovnykh dannykh monitoringa deyatel'nosti organizatsiy vysshego obrazovaniya/V.N.Mikryukov, V.P.Ponevazh, A.N.Seregin, S.O.Sorokin// Vysshee obrazovanie.-2015. No.2.-pp.70-75.

7. Kashirina I.L. Integral'noe otsenivanie setevykh sistem s klasternoy strukturoy/I.L.Kashirina, Ya.E.L'vovich, S.O.Sorokin// Ekonomika i menedzhment sistem upravleniya.-2015.- No.1.3(15).-pp.330-337.

8. Mikryukov V.N. Issledovanie vozmozhnostey geoinformatsionnykh sistem dlya analiza deyatel'nosti obrazovatel'nykh organizatsiy/ V.N.Mikryukov, V.P.Ponevazh, A.N.Seregin, S.O.Sorokin// Vysshee obrazovanie segodnya.- 2015.- No.1.-pp.34.39.

9. L'vovich I.Ya. Informatsionnye tekhnologii modelirovaniya i optimizatsii: kratkaya teoriya i prilozheniya/ I.Ya.L'vovich, Ya.E.L'vovich, V.N.Frolov.- IPTs «Nauchnaya kniga».-2016. – 444 p.

10. Sobol' I.M. Chislennye metody Monte-Karlo.- M.: Nauka.- 1973.- 312 p.

11. Kemeni Dzh., Snell Dzh. Konechnye tsepi Markova: Per. s angl./ Pod red. A.A.Yushkevicha.-M.: Nauka.-1970.-272 p.

12. L'vovich Ya.E. Prinyatie resheniy v ekspertno-virtual'noy srede/Ya.E.L'vovich, I.Ya.L'vovich.-Voronezh: IPTs «Nauchnaya kniga». – 2010. – 140 p.

L'vovich Yakov Yevseyevich
Doctor of Technical Sciences, Professor
Email: office@vivt.ru

Voronezh Institute of High Technologies

Voronezh, Russian Federation

Pitolin Andrey Vladimirovich
Candidate of Technical Sciences, Associate Professor

Voronezh State Technical University

Voronezh, Russian Federation

Sorokin Svyatoslav Olegovich

Email: sorokin-so@mon.gov.ru

The Ministry of economic development of the Russian Federation

Moscow, Russian Federation

Keywords: optimal design, digitalization, binary tree, multi-alternative optimization

For citation: L'vovich Y.Y. Pitolin A.V. Sorokin S.O. MULTI-ASPECT DIGITAL ENVIRONMENT DESIGN OPTIMIZATION OF HOMOGENEOUS OBJECTS SYSTEM BASED ON THE PROCEDURES OF DECOMPOSITION AND AGGREGATION. Modeling, Optimization and Information Technology. 2019;7(2). Available from: https://moit.vivt.ru/wp-content/uploads/2019/05/LvovichSoavtori_2_19_2.pdf DOI: 10.26102/2310-6018/2019.25.2.024 (In Russ).

458

Full text in PDF