Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics
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Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics, 2023, Number 4, Pages 68–80
DOI: https://doi.org/10.24143/2072-9502-2023-4-68-80
(Mi vagtu782)
 

MANAGEMENT IN ORGANIZATIONAL SYSTEMS

Probabilistic model of limited period liquidity goods sales dynamics

A. V. Mikheev

Kazan National Research Technological University, Kazan, Russia
References:
Abstract: A probabilistic approach to accounting the impact of a limited period of liquidity on the volume of goods sales has been developed. The approach is based on the assumption of the random nature of economic factors deter-mining the sales dynamics of goods: production moments, purchases moments, liquidity period, quantity of goods and number of consumers. Analytical expressions for the probability function and expected value of the time dependence of the quantity of sold goods in two cases were found: without taking into account and with taking into account the moments of goods production. Numerical modelling of the dynamics of the expected value of the quantity of sold goods is carried out. It is shown that as the number of buyers grows, the market of goods becomes more and more manageable, as the real dynamics of the quantity of sold goods and the dynamics of the expected value of this quantity cease to differ from each other. The general patterns of the joint effect of the parameters of probabilistic distribution laws of the five economic factors mentioned above on the value and dynamics of the sales volume of goods were determined. Within the framework of the proposed probabilistic model, a time dependence approximating the real dynamics of sales of Lada Vesta cars on the Russian market in the period from October 2015 to May 2023 were found.
Keywords: liquidity, period of liquidity, moments of goods production, moments of buying activity, sales volume, probability-generating function, probability density function, expected value.
Received: 20.07.2023
Accepted: 12.10.2023
Bibliographic databases:
Document Type: Article
UDC: 330.42, 658.8, 339.133.6, 519.2, 004.942
Language: Russian
Citation: A. V. Mikheev, “Probabilistic model of limited period liquidity goods sales dynamics”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2023, no. 4, 68–80
Citation in format AMSBIB
\Bibitem{Mik23}
\by A.~V.~Mikheev
\paper Probabilistic model of limited period liquidity goods sales dynamics
\jour Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics
\yr 2023
\issue 4
\pages 68--80
\mathnet{http://mi.mathnet.ru/vagtu782}
\crossref{https://doi.org/10.24143/2072-9502-2023-4-68-80}
\edn{https://elibrary.ru/SRUUIJ}
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    Вестник Астраханского государственного технического университета. Серия: Управление, вычислительная техника и информатика
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