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Identification of a model for solving management problems in organizational systems in bounded rationality of control subjects conditions
https://doi.org/10.34020/2073-6495-2026-2-029-050
Abstract
The article proposes an algorithm for identifying a model for organizational systems with distributed decision-making centers in conditions of bounded rationality. The method includes the definition of the object and subjects of management, the formation of a system of attributes and the vector formalization of goal functions, taking into account priorities. The approach provides an opportunity for a formal description of conflicts of interest and coordination of managerial influences in a decentralized management environment. The applicability of the approach is shown by the example of the control system of a shipbuilding enterprise.
Keywords
model identification,
organizational systems,
decentralized management,
bounded rationality,
expert methods
Supporting agencies: The research is funded by the Russian Science Foundation, project No. 25-21-00322, https://rscf.ru/en/project/25-21-00322/
About the Authors
K. N. Pospelov
Peter the Great St. Petersburg Polytechnic University
Russian Federation
Russian Federation
Pospelov Kapiton N. - Junior Researcher, Digital Modeling of Industrial Systems Laboratory of the Advanced Engineering School “Digital Engineering”, Assistant, Higher School of Project Management and Industrial Innovation at the Institute of Mechanical Engineering, Materials, and Transport
St. Petersburg
A. M. Gintsyak
Peter the Great St. Petersburg Polytechnic University
Russian Federation
Russian Federation
Gintsyak Aleksey M. - Candidate of Technical Sciences, Head of the Digital Modeling of Industrial Systems Laboratory, Associate Professor, Higher School of Project Management and Industrial Innovation at the Institute of Mechanical Engineering, Materials, and Transport
St. Petersburg
References
1. Kvitko A.N., Raspopova N.V., Litvinov N.N. Reshenie zadach upravleniya [Solving Control Problems]. SPb.: Izd-vo S.-Peterb. un-ta, 2025. 204 p.
2. Novikov D.A. Ogranichennaya racional’nost’ i upravlenie [Bounded Rationality and Control], Matematicheskaya teoriya igr i eyo prilozheniya [Mathematical Game Theory and Its Applications], 2022, vol. 14, no. 1, pp. 49–84.
3. Liu J. Bounded Rationality in Decision-Making Under Uncertainty. A Behavioral Eco-nomics Approach to Interactive Information Retrieval: Understanding and Supporting Boundedly Rational Users. 2023. Pp. 93–130.
4. Pittenger L.M. et al. Bounded rationality: Managerial decision-making and data. Journal of Computer Information Systems. 2023. Vol. 63, no. 4. Pp. 890–903.
5. Pospelov K.N. Mul’tiagentnyj podhod v modelirovanii proizvodstvennyh sistem s raspredelennymi centrami prinyatiya reshenij [Multi-agent approach to modeling production systems with distributed decision centers]. Sovremennye podhody v sistemnom inzhiniringe i cifrovom modelirovanii slozhnyh proizvodstvennyh sistem: sb. tr. I Vseros. nauch.-prakt. konf., Sankt-Peterburg, 27–28 fevralya 2025 goda. Sankt-Peterburg: Sankt-Peterburgskij politehnicheskij universitet Petra Velikogo, 2025. Pp. 112–120.
6. Pospelov K.N. Metod ocenki ogranichennoj racional’nosti agentov v zadachah upravleniya innovacionnymi proektami [Method for assessing the bounded rationality of agents in problems of managing innovation projects]. Upravlenie innovaciyami v usloviyah cifrovoj transformacii: Sb. tr. IV Vseross. stud. ucheb.-nauch. konf., Sankt-Peterburg, 11–12 aprelya 2025 goda. Sankt-Peterburg: POLITEH-PRESS, 2025. Pp. 156–161.
7. Kuznecov O.P. Ogranichennaya racional’nost’ i prinyatie reshenij [Bounded Rationality and Decision-Making], Iskusstvennyj intellekt i prinyatie reshenij [Artificial Intelligence and Decision-Making], 2019, no. 1, pp. 3–15.
8. Matiashvili V.M. Koncept «Ogranichennoj racional’nosti» v kontekste upravleniya organizacionnymi izmeneniyami [The Concept of “Bounded Rationality” in the Context of Organizational Change Management], Vestnik Nizhegorodskogo universiteta im. N.I. Lobachevskogo. Seriya: Social’nye nauki [Bulletin of the Lobachevsky University of Nizhny Novgorod. Series: Social Sciences], 2015, no. 1 (37), pp. 148–154.
9. Upravitelev A.A. Povedencheskij imperializm i tri stadii razvitiya povedencheskoj ehkonomiki [Behavioral Imperialism and Three Stages of Development of Behavioral Economics], EHKO [ECO], 2022, no. 6 (576), pp. 67–88.
10. Kachalkina K.G. Uchet ogranichennoj racional’nosti v organizacionnom proektirovanii [Accounting for Bounded Rationality in Organizational Design], Nauchnye zapiski molodyh issledovatelej [Scientific Notes of Young Researchers], 2020, no. 5, pp. 75–84.
11. Rubinstein A. Modeling bounded rationality. MIT press, 1998.
12. Panferov V.I., Panferov S.V. Identifikaciya matematicheskoj modeli nagreva slyabov v regulyarnom rezhime [dentification of a Mathematical Model of Heating Slabs in a Regular Mode], Vestnik YuUrGU. Seriya: Metallurgiya [Bulletin of SUSU. Series: Metallurgy], 2025, no. 2, pp. 42–50.
13. Pospelov K.N. Podhody k modelirovaniyu chelovecheskogo povedeniya v sociotehnicheskih i social’no-ehkonomicheskih sistemah [Approaches to Modeling Human Behavior in Sociotechnical and Socioeconomic Systems]. Sistemnyj analiz v proektirovanii i upravlenii: sb. nauch. tr. XXVI Mezhdunar. nauch.-prakt. konf. V 3-h ch., Sankt-Peterburg, 13–14 oktyabrya 2022 goda. Ch. 2. Sankt-Peterburg: Sankt-Peterburgskij politehnicheskij universitet Petra Velikogo, 2023. Pp. 207–216.
14. Sokolov A.M., Borisov V.V. Rekurrentnye nechetkie situacionno-precedentnye modeli dlya operativnogo upravleniya slozhnymi tehnicheskimi ob`ektami [Recurrent fuzzy situational-precedent models for operational control of complex technical objects], Programmnye produkty i sistemy [Software products and systems], 2024, vol. 37, no. 4, pp. 554–565.
15. Cuhls K. The Delphi method: an introduction. Delphi methods in the social and health sciences: concepts, applications and case studies. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. Pp. 3–27.
16. Basharin A.V. Organizacionno-ehkonomicheskaya harakteristika sudostroitel’nogo predpriyatiya [Organizational and economic characteristics of a shipbuilding enterprise]. Aktual’nye voprosy innovacionnogo razvitiya Arkticheskogo regiona RF: Sb. mat-lov IV Vseross. nauch.-prakt. konf., Severodvinsk, 14–30 noyabrya 2022 goda / Ministerstvo nauki i vysshego obrazovaniya Rossijskoj Federacii, Severnyj (Arkticheskij) federal’nyj universitet imeni M.V. Lomonosova. Severodvinsk: Severnyj (Arkticheskij) federal’nyj universitet imeni M.V. Lomonosova, 2023. Pp. 724–729.
17. Kovalenko O.E., Titova N.Yu., Pichueva Ya.D. Ustojchivoe razvitie sudostroeniya: analiz prakticheskih iniciativ [Sustainable Development of Shipbuilding: Analysis of Practical Initiatives], Vestnik Akademii znanij [Bulletin of the Academy of Knowledge], 2024, no. 5 (64), pp. 584–590.
18. Shepelin G.I. Ocenka i razvitie hozyajstvuyushchih subektov vodnogo transporta v usloviyah cifrovoj transformacii [Development of Economic Entities in Water Transport in the Context of Digital Transformation], π-Economy [π-Economy], 2024, vol. 17, no. 4, pp. 25–52.
19. Ovchinnikov P.V., Tkachev A.N., Miroslavskaya M.D., Lobova T.V. Identifikaciya smeshannyh additivnyh regressionnyh modelej mnogourovnevyh sistem [Identification of mixed additive regression models of multilevel systems], Izvestiya vuzov. Severo-Kavkazskij region. Seriya: Tehnicheskie nauki [News of universities. North Caucasus region. Series: Technical sciences], 2024, no. 2 (222), pp. 28–39.
20. Timofeev S.V., Baenhaeva A.V. Identifikaciya parametrov v matematicheskoj modeli informacionnogo protivoborstva [Identification of parameters in a mathematical model of information warfare], Zhurnal prikladnyh issledovanij [Journal of Applied Research], 2025, no. 5, pp. 32–40.
21. Chernyh N.A. Ogranichennaya racional’nost’ v modeli professional’nogo povedeniya auditora [Bounded rationality in the model of professional behavior of an auditor], Kant [Kant], 2025, no. 1 (54), pp. 207–212.
22. Ehzrohi Yu.A., Kalenskij S.M. Identifikaciya matematicheskoj modeli GTD po rezul’tatam ispytanij [Identification of a mathematical model of a gas turbine engine based on test results], Trudy MAI [Proceedings of MAI], 2022, no. 122.
Review
For citations:
Pospelov K.N., Gintsyak A.M. Identification of a model for solving management problems in organizational systems in bounded rationality of control subjects conditions. Vestnik NSUEM. 2026;(2):29-50. (In Russ.) https://doi.org/10.34020/2073-6495-2026-2-029-050
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