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Mathematical Modeling, Numerical Methods and Software Complexes
Models of stochastic dynamics of development of industrial enterprises with lagging internal and external investments
A. L. Saraev, L. A. Saraev Samara National Research University, Samara, 443086, Russian Federation
(published under the terms of the Creative Commons Attribution 4.0 International License)
Abstract:
The article proposes new stochastic models of the dynamic development of enterprises that restore their production at the expense of internal and external lagging investments. Systems of stochastic differential balance equations for such enterprises are established, describing random changes in factors of production and output. Proportional, progressive and digressive depreciation deductions are considered and their interaction with lagging internal and external investments is investigated. The conditions for achieving an equilibrium state of the enterprises work are formulated and the corresponding limiting values of the factors of production are calculated. Algorithms of the Euler–Maruyama method are obtained for numerical solutions of systems of stochastic differential equations of enterprise development. For each numerical implementation of these algorithms, the corresponding stochastic trajectories are constructed for the random functions of factors of production and output. A variant of the method for calculating the mathematical expectations of random functions of production factors is proposed, for which the corresponding system of differential equations is obtained. Numerical analysis of solutions of stochastic differential equations for the developed models showed good agreement with the known statistical data on the development of industrial enterprises.
Keywords:
enterprise production factors, production function, output, resources, stochastic equations, Wiener process, the drift coefficient, volatility factor, lagging investment.
Received: April 21, 2021 Revised: August 23, 2021 Accepted: September 20, 2021 First online: December 3, 2021
Citation:
A. L. Saraev, L. A. Saraev, “Models of stochastic dynamics of development of industrial enterprises with lagging internal and external investments”, Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.], 25:4 (2021), 738–762
Linking options:
https://www.mathnet.ru/eng/vsgtu1862 https://www.mathnet.ru/eng/vsgtu/v225/i4/p738
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Abstract page: | 244 | Full-text PDF : | 137 | References: | 23 |
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