Intelligent enterprise capital control based on markov chain
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Date
2022
Journal Title
Journal ISSN
Volume Title
Publisher
Research and Innovation Centre Pro-Akademia
Abstract
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.
Description
Keywords
markov chain, intelligent control, stochastic modeling, investments
Citation
Intelligent enterprise capital control based on markov chain / Kateryna Andriushchenko, Anastasiia Liezina, Vitalii Lavruk [et al.] // Acta Innovations. – 2022. – № 45. – P. 18–30.