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

Modeling the decision-making process within the production system using the apparatus of game theory

Sazanova L.A.  

UDC 338.2, 519.83, 05.13.10
DOI: 10.26102/2310-6018/2021.35.4.008

  • Abstract
  • List of references
  • About authors

This paper considers the possibility of applying a number of game approaches to the analysis of a specific economic situation of interaction between participants in the production process - administration and employees, at the enterprise. At the same time, the goals and preferences of the parties do not coincide, which increases the likelihood of conflict and has a direct impact on the result. The corresponding model reflects the peculiarities of the relationship between the financial and economic interests of the participants. A decision-making mechanism is proposed that allows determining the optimal values of the key resulting indicators and justifying the choice of strategies. The approaches have been implemented both from the point of view of antagonistic games and bimatrix ones, as well as staging and solving a game with nature. The presented methodology also helps to identify and analyze the causes of the conflict of interests of players and to quantify the risk measure of each of them when implementing the chosen strategies. The study showed that the application of game theory methods to assessing the degree of satisfaction of each of the participants can reduce the overall uncertainty when modeling a problem situation and provide a more informed decision-making for each of their stakeholders. At the same time, there are certain limitations in the use of analytical tools of game theory for modeling and analyzing complex intra-organizational relations, therefore, it is advisable to combine these approaches with other management decision-making methods to achieve an optimal result and solve production problems.

1. Mazalov V.V. Matematicheskaya teoriya igr i prilozheniya. Moskva: Lan'; 2016.

2. Rodionova N.V. Model' «ekonomicheskogo cheloveka» v sisteme ekonomicheskikh znaniy. Vyssheye obrazovaniye v Rossii = Higher Education in Russia. 2006;9:56-67. (In Russ.)

3. Tikhomirov S.A. Primeneniye teorii igr dlya prinyatiya strategicheskikh resheniy na primere rossiyskoy kompanii. Finansovaya analitika: problemy i resheniya = Financial analytics: problems and solutions. 2016; 33(199):52-60. (In Russ.)

4. Obloga V.V., Chernenko T.A. Primeneniye teorii igr dlya optimizatsii vypuska produktsii. Nauchnyy zhurnal KubGAU = Scientific Journal of KubSAU. 2015;108(04):2-11. Available at: https://cyberleninka.ru/article/n/primenenie-teorii-igr-dlya-optimizatsii-vypuska-produktsii/viewer (Accessed: 15.08.2021). (In Russ.)

5. Gubko M.V., Novikov D.A. Teoriya igr v upravlenii organizatsionnymi sistemami. M.; 2005.

6. Zakharov A.V. Teoriya igr v obshchestvennykh naukakh. M: Izd. Dom Vysshey shkoly ekonomiki; 2015.

7. Railean E.A. Handbook of Research on Ecosystem-Based Theoretical Models of Learning and Communication. IGI Global; 2019.

8. Dubina I.N. Osnovy teorii igr i yeye prilozheniya v ekonomike: uchebnoye posobiye. Barnaul: Izd-vo AltGU; 2013.

9. Gorelov M.A. Iyerarkhicheskiye igry s neopredelennymi faktorami. Upravleniye bol'shimi sistemami = Large-Scale Systems Control. 2016;59:6-22. (In Russ.)

10. Dolinsky M. Sustainable systems – game theory as a tool for preserving energy resources. Energy, Sustainability and Society. 2015;5. Available at: https://doi.org/10.1186/s13705-014-0030-8 (Accessed: 15.08.2021).

11. Gorskiy M.A., Labsker L.G. Sinteticheskiy kriteriy Val'da-Sevidzha dlya igry s prirodoy i yego ekonomicheskiye prilozheniya. Bulletin of the Altai Academy of Economics and Law = Bulletin of the Altai Academy of Economics and Law. 2020;4(2):179-193. (In Russ.)

12. Smirnova A.V., Sheremetov L.B. Models of Coalition Formation among Cooperative Agents: The Current State and Prospects of Research. Scientific and Technical Information Processing. 2012;5(39):283–292.

13. Sazanova L.A. Analiz steykkholderskoy seti v upravlenii organizatsiyami. Nauka i biznes: puti razvitiya = Science and Business: Ways of Development. 2019;5(95):287-290. (In Russ.)

Sazanova Larisa Anatolyevna
Candidate of physical and mathematical sciences

The Ural State Economic University

Ekaterinburg, Russian Federation

Keywords: parties concerned, game theory, interaction, conflict of interest, bimatrix play, hierarchical play, play with nature

For citation: Sazanova L.A. Modeling the decision-making process within the production system using the apparatus of game theory. Modeling, Optimization and Information Technology. 2021;9(4). Available from: https://moitvivt.ru/ru/journal/pdf?id=1057 DOI: 10.26102/2310-6018/2021.35.4.008 (In Russ).

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Full text in PDF

Received 30.09.2021

Revised 09.10.2021

Accepted 03.11.2021

Published 26.11.2021