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Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

Features of building a decision-making system with multivariate optimization of the structure of digital control of the logistics process in an organizational system based on simulation

Borzova A.S.   Mukha V.V.  

UDC 681.3
DOI: 10.26102/2310-6018/2021.34.3.021

  • Abstract
  • List of references
  • About authors

The article discusses the features of building a decision-making system with multivariate optimization of the structure of digital control of the logistics process. The key feature is the integration of the process of transferring the results of activities of the objects of the organizational system participating in the logistics process, and information exchange between the digital platforms of the control center and objects. The variety of structural relationships between the levels of digital control determines the need to choose the optimal option for two sets of indicators that characterize, on the one hand, the efficiency of movement of material flows, and on the other, the efficiency of information exchange between digital platforms. Based on these features, the components of the decision-making system have been substantiated, which allows, on the basis of the requirements determined by the management center, to choose the optimal structural solution. Since the selection process is carried out on a set of performance indicators, its formalized description is presented in the form of multicriteria optimization problems. In this case, for the algorithmization of decision-making, it is proposed to use a simulation model of a multiphase queuing system, adequate to digital control of the movement of material flows between objects of the organizational system.

1. Elovoy I.A., Lebedeva I.A. Integrated logistics systems for the delivery of resources: (theory, methodology, organization). Minsk: Law and Economics. 2011:460. (In Russ)

2. Formation of the digital economy and industry: new challenges; ed. A.V. Babkin. St. Petersburg: Publishing House of the Polytechnic University. 2018:660. (In Russ)

3. Logunova I.V., Troshchenko D.V. Model of the logistics system of an enterprise in the digital economy. Economy info. 2019;16(2-3):81-86. (In Russ)

4. Snapelev Yu.M., Staroselsky V.A. Modeling and control in complex systems. M.: Sov. radio. 1974:264. (In Russ)

5. Lvovich I.Ya., Lvovich Ya.E., Frolov V.N. Information technologies for modeling and optimization: a brief theory and applications: monograph. Voronezh: IPC «Scientific book». 2016:444. (In Russ)

6. Geliskhanov I.Z., Yudina T.N., Babkina A.V. Digital platforms in practice: essence, models, development trends. Scientific and technical probabilities of SPbSPU: Economic sciences. 2018;II(6):22-26. (In Russ)

7. Gretchenko A.I., Gorokhova I.V. Digital platform – a new business model in the economy. Bulletin of the Russian Economic University named after G.V. Plekhanov. 2019;1(103):62-72. (In Russ)

8. Mrochkovsky N.S., Lyandau Yu.V., Pushkin I.S., Krivonogov E.A. The main trends in digital transformation of business. Economics and Entrepreneurship. 2019;4(105):89-91. (In Russ)

9. Borzova A.S., Lvovich Ya.E., Fly V.V. Optimization of the choice of the structure of flexible cluster interaction of digital means of managing the logistic process in the organizational system. Bulletin of the Russian New University: Complex systems: models, analysis, control. 2021;2:35-44. (In Russ)

10. Borzova A.S., Lvovich Ya.E., Fly V.V. Multicriteria modeling of the choice of a variant of the structure of management of the logistic process in the organizational system. Modeling, optimization and information technologies. 2021;2:17-18. (In Russ)

Borzova Angela Sergeevna
Doctor of Technical Sciences, Associate Professor

Moscow State Technical University of Civil Aviation

Moscow, Russian Federation

Mukha Vladimir Vladimirovich

Voronezh State Technical University

Voronezh, Russian Federation

Keywords: logistics process, digital control, decision-making system, multivariate optimization, simulation

For citation: Borzova A.S. Mukha V.V. Features of building a decision-making system with multivariate optimization of the structure of digital control of the logistics process in an organizational system based on simulation. Modeling, Optimization and Information Technology. 2021;9(3). Available from: https://moitvivt.ru/ru/journal/pdf?id=1048 DOI: 10.26102/2310-6018/2021.34.3.021 (In Russ).

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Full text in PDF

Received 11.09.2021

Revised 20.09.2021

Accepted 28.09.2021

Published 16.10.2021