Intelligent enterprise capital control based on Markov chain

• Autorzy: Andriushchenko Kateryna , Liezina Anastasiia , Lavruk Vitalii , Sliusareva Liudmyla , Rudevska Viktoriia

Identyfikatory

DOI

10.32933/ActaInnovations.45.2

• Języki publikacji: EN

Abstrakty

EN

This scientific work is devoted to the processes of creating technologies, as well as the use of their mathematical representation in the form of models in the context of the formation and development of the intellectual capital of an enterprise. To select a goal, a vision was formed to prove or refute any possibility of using Markov's theory in practice, namely the creation of a stochastic model of the intellectual capital of an enterprise in monetary terms, which manifests itself in investments in intangible assets. As an initial model hypothesis, the statement is accepted that investments in the enterprise's intangible assets are a factor in the transformation of intellectual capital into the company's value. Based on the results of applying the stochastic Markov chain model, the potential profit of the company's intangible assets was estimated, the main elements of which were intellectual capital assets during the study. A matrix of transition probabilities has been formed and modeling of the limiting probabilities of the system states has been implemented. The necessary conditions and boundaries of the scope of the mathematical model are also determined. The mathematical method of modeling the company's intellectual capital proposed in the article allows determining the contribution of each of the structural components to the formation of the value of the enterprises intellectual capital, thereby making it possible to establish a current balance between all its elements, which contributes to a comprehensive study of the company's intellectual assets.

Słowa kluczowe

EN

Markov chain; intelligent control; stochastic modeling; investments

PL

łańcuch Markowa; inteligentne sterowanie; modelowanie stochastyczne; inwestycje

• Wydawca: Centrum Badań i Innowacji Pro-Akademia ; Ukrainian Academy of Sciences - Research and Development Centre for Industrial Problems of Development
• Czasopismo: Acta Innovations
• Rocznik: 2022
• Tom: no. 45
• Strony: 18--30
• Opis fizyczny: Bibliogr. 23 poz.

Twórcy

autor

Andriushchenko Kateryna

• Department of Economics and Entrepreneurship, Kyiv National Economic University named after Vadym Hetman, 54/1 Peremogy ave., Kyiv, 03057, Ukraine

• https://orcid.org/0000-0002-6274-5310

autor

Liezina Anastasiia

• Department of Economics and Entrepreneurship, Kyiv National Economic University named after Vadym Hetman, 54/1 Peremogy ave., Kyiv, 03057, Ukraine

• https://orcid.org/0000-0003-0516-6598

autor

Lavruk Vitalii

• Department of Finance and Credit, State Agrarian and Engineering University in Podilia, 13 Shevchenka Street, Kamianets-Podilskyi, Khmelnytsky Region, 32316, Ukraine

• https://orcid.org/0000-0002-0778-7227

autor

Sliusareva Liudmyla

• Department of Economics, Entrepreneurship and Economic Security State Higher Educational Institution "State Tax University" 31, University Street, Irpin, Kyiv region, 08200, Ukraine

• https://orcid.org/0000%E2%80%930002%E2%80%936845%E2%80%939307

autor

Rudevska Viktoriia

• Department of Banking and Financial Technologies, Banking University, Sichovyh Streltsiv str., 11, Lviv, Ukraine, 79007, Ukraine

• https://orcid.org/0000-0001-6697-9096

Bibliografia

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Uwagi

Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).