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2023 | OriginalPaper | Buchkapitel

Modeling the Decision-Making Process Based on Cyber-Physical Technologies

verfasst von : Elena A. Iakovleva, Natalia S. Voronova, Ermin E. Sharich, Daria D. Iakovleva

Erschienen in: Cyber-Physical Systems and Control II

Verlag: Springer International Publishing

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Abstract

The digitalization of the modern economy requires taking into account the properties of poorly formalized phenomena and situations in the financial sector, which affect the decision-making process. The decision-making process is influenced by under formalization of certain phenomena and problem situations, as well as various kinds of interactions in finance. Analysis and assessment of semi-structured problem situations and hybrid influences on the decision-making process dictate the need to study various kinds of relationships in finance, which necessitates the creation of a decision support system in finance in the form of a digital twin−end-to-end management technologies. The use of these technologies using a systematic approach based on logical-linguistic modeling of the decision-making process through cyber-physical technologies allows us to consider the decision-making process in an integrated, structural and systematic way within the subject area, ensuring the maintenance of homeokinetic equilibrium in the system. Digital twin (neural network cyber-physical technology) as part of the decision support system will collect and analyze in real time data about the current state of the facility for the subsequent and immediate recognition of risks in regard to problem situations.

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Vorheriges Kapitel Polynomial Neural Network Approximation of Duffing Equation Solution

Nächstes Kapitel Application of the Methodology and Tools of Bayesian Intelligent Technologies and Intelligent IIoT in the Management of Cyber-Physical Systems under Conditions of Uncertainty

Briscoe, G., Sadedin, S., De Wilde, P.: Digital ecosystems: ecosystem-oriented architectures. Nat. Comput. 10, 1143–1194 (2011)CrossRef

Checkland, P.B.: Systems Thinking, Systems Practice. Wiley, New York (1981)

Francisco, J.: Ruiz de Mendoza Ibáñez: conceptual complexes in cognitive modeling. Rev. Esp. Lingüística Apl. Span. J. Appl. Linguist. 30(1), 299−324 (2017)

Gastermann, B., Stopper, M., Kossik, A., Katalinic, B.: Secure implementation of an on-premises cloud storage service for small and medium-sized enterprises. In: Proceedings of DAAAM International Symposium on Intelligent Manufacturing and Automation, DAAAM 2014, Vienna, Austria, Vol. 100, No. C, pp. 574–583 (2015)

Heathcote, A., Brown, S., Wagenmakers, E.J.: An introduction to good practices in cognitive modeling. In: An Introduction to Model-Based Cognitive Neuro-Science, pp. 25–48. Springer, New York, NY (2015)

Ignatiev, M.B., Karlik, A.E., Iakovleva, E.A., Platonov, V.V.: Linguo-combinatorial model for diagnosing the state of human resources in the digital economy. In: Proceedings of 2018 17th Russian Scientific and Practical Conference on Planning and Teaching Engineering Staff for the Industrial and Economic Complex of the Region, PTES, pp. 201–205 (2018)

Ignatiev, M.B., Katermina, T.S.: System analysis of cyberphysical structures/System analysis in design and management. In: Proceedings of XXI International Scientific and Practical Conference, pp. 15–24 (2017)

Ignatiev, M.B.: Galaxy evolution simulation on basement of Linguo-combinatorial approach with uncertainty. In: Proceedings of the 19th International Conference on Soft Computing and Measurements, SCM 2016; Saint Petersburg Electrotechnical University (SPbETU) «LETI», pp. 493–496. Saint Petersburg (2016)

Ignatyev, M.B., Katermina, T.S.: Kontrol’ i korrektsiya vychislitel’nykh protsessov v real’nom vremeni na osnove metoda izbytochnykh peremennykh (Control and Correction of Computational Processes in Real Time Based on the Method of Redundant Variables). NVSU, Nizhnevartovsk (2014)

10.

Karlik, A.E., Kukor, B.L., Dymkovets, I.A., Yakovleva, E.A.: Aktualizatsiya osobennostey razrabotki sistemy strategicheskogo upravleniya ekonomikoy Rossii (Updating the features of the development of a system of strategic management of the Russian economy). Mezhdunarodnaya konferentsiya po myagkim vychisleniyam i izmereniyam 2, 303–306 (2017)

11.

Karlik, A.E., Maksimtsev, I.A., Platonov, V.V.: Intellectual management systems for the RF state program science and technology development for years 2013–2020. In: Proceedings of the 19th International Conference on Soft Computing and Measurements, SCM, pp. 500–502. IEEE (2016)

12.

Katermina, T.S., Karlik, E., Sharich, E., Iakovleva, D.: Measuring of the growth capacity of a semantic model of a defence-oriented industrial enterprise using a cyber-physical system. In: Arseniev, D.G., Overmeyer, L., Kälviäinen, H., Katalinić, B. (eds.) CPS&C 2019. LNNS, vol. 95, pp. 87–97. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-34983-7_9CrossRef

13.

Kukor, B.L. Yakovleva, E.A.: Ob informatsionno-kommunikatsionnoy sisteme strategicheskogo upravleniya ekonomikoy (On the information and communication system of strategic management of the economy). In: Sistemnyy analiz v proyektirovanii i upravlenii: sbornik nauchnykh trudov XXI Mezhdunarodnoy nauchno-prakticheskoy konferentsii, vol. 2, pp. 19–25. FGAOU VO SPbPU, St. Petersburg (2017)

14.

Kukor, B.L., Kuzmin, N.A.: Communicative mechanism of the system of strategic adaptive management of the regional economy. In: System Analysis in Design and Management, pp. 159–168. Scientific, SA (2016)

15.

Minzoni, A., Mounoud, E., Niskanen, V.A.: A case study on time-interval fuzzy cognitive maps in a complex organization. In: Proceedings of IEEE International Conference on Cognitive Infocommunications (CogInfoCom 2017), St. Petersburg (2017)

16.

Platonov, V.V., Dukeov, I.I., Ulitin, D.B., Maksimov, D.N.: Navigator of innovative development of oil and gas industry. Oil Ind. (Neftyanoe Khozyaystvo) 10, 59–63 (2017)CrossRef

17.

Sharich, E.E., Iakovleva, D.D.: The role of diagnosing the growth potential of a defense-oriented industrial enterprise in comprehensive personnel training. In: Proceedings of 2018 17th Russian Scientific and Practical Conference on Planning and Teaching Engineering Staff for the Industrial and Economic Complex of the Region, pp. 61–64. PTES 2018, St. Petersburg (2018)

18.

Shkodyrev, V.P.: Technical systems control: from mechatronics to cyber-physical systems. In: Gorodetskiy, A.E. (ed.) Smart Electromechanical Systems. SSDC, vol. 49, pp. 3–6. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-27547-5_1CrossRef

19.

Third, A., Domingue, J.: Linked data indexing of distributed ledgers. In: Proceedings of the 26th International Conference on World Wide Web Companion (WWW 2017 Companion), pp. 1431–1436 (2017)

20.

Toomey, J.: MRP II: Planning for Manufacturing Excellence. Springer, Cham (2013)

21.

Ujomov, A.I.: Systemic Approach and General Theory of Systems, Moscow (1978)

22.

Ivanov, V.V., Lvova N.A., Pokrovskaya, N.V., Saksonova, S.M.: Financialization of the Russian economy: Features and role in stimulating investment activity. Corporate governance and innovative economic development of the north. Bulletin of Research center of Corporate Law, Management and Venture Investment of Syktyvkar State University, No 1. pp. 160−167 (2019)

23.

Volkova V.N., Loginova A.V., Shirokova S.V., Kozlovskay E.A.: Information support of scientific researches in Russia. In: Proceedings of the 19th International Conference on Soft Computing and Measurements, pp. 497−499. SCM 2016, St. Petersburg (2016)

24.

Volkova, V.N., Denisov, A.A.: Theory of Systems And System Analysis Textbook. Jurajt, Moscow (2010)

25.

Volkova, V.N., Vasiliev, A.Y., Efremov, A.A., Loginova, A.V.: Information technologies to support decision-making in the engineering and control. In: Proceedings of 2017 20th IEEE International Conference on Soft Computing and Measurements, pp. 727−730. SCM 2017, St. Petersburg (2017)

26.

Yakovleva, E.A., Platonov, V.V., Sharich, E.E., Karlik, A.E., Iakovleva, D.D.: Approaches to risks and threats recognition in human-machine interaction in the military-industrial complex enterprises based on the semantic model results of the survey of risks and threats recognition in human-machine interaction. In: ACM International Conference Proceeding Series, pp. 1−6. ACM, St. Petersburg (2019)

Titel: Modeling the Decision-Making Process Based on Cyber-Physical Technologies
verfasst von: Elena A. Iakovleva
Natalia S. Voronova
Ermin E. Sharich
Daria D. Iakovleva
Verlag: Springer International Publishing
Buch: Cyber-Physical Systems and Control II
Print ISBN: 978-3-031-20874-4

Electronic ISBN: 978-3-031-20875-1

Copyright-Jahr: 2023
DOI: https://doi.org/10.1007/978-3-031-20875-1_53

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