ALGORITHMIC APPROACH TO OPTIMAL RESOURCE CONTROL IN AN OPEN ECONOMY MODEL

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DOI:

https://doi.org/10.26577/jpcsit4120263

Keywords:

numerical methods, optimal control algorithms, open systems modeling, resource allocation, software tools, simulation and analysis

Abstract

The dynamic development of the global economy and the impact of external factors create challenges for ensuring sustainable growth, making effective resource management an urgent task. This paper addresses the problem of optimal resource management in an open economy model with constraints on labor distribution, investment, and foreign trade balances. To solve this problem, a numerical implementation algorithm based on a modified Lagrange multipliers method is proposed. The developed algorithm enables obtaining a numerical solution to the optimal control problem (OCP) and makes the model applicable for practical use. The conducted computational experiments confirmed the effectiveness of the approach: the constructed state and control trajectories demonstrate the achievement of a stable equilibrium state of the system while satisfying all imposed constraints. The practical value of the study lies in the fact that the algorithm provides the possibility of implementing numerical solutions to OCPs and using them for analyzing and forecasting economic development under resource limitations.

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Author Biographies

Kamshat Tussupova, Al-Farabi Kazakh National University, Almaty, Kazakhstan

Kamshat Tussupova – PhD, Senior Researcher at the Department of Information Systems in Al-Farabi Kazakh National University, Republic of Kazakhstan. Research interests: Optimal control of dynamic systems and modeling of economic systems; application of machine learning methods for developing algorithms of forecasting and resource allocation.  e-mail: kamshat-0707@mail.ru.

Gulbanu Mirzakhmedova, Al-Farabi Kazakh National University, Almaty, Kazakhstan

Gulbanu Mirzakhmedova – PhD, Acting Associate Professor, Senior Lecturer at the Department of Information Systems in Al-Farabi Kazakh National University, Republic of Kazakhstan. Research interests: Optimal control of dynamic systems and modeling of economic systems. e-mail:  gulbanu.myrzahmedova@gmail.com

Assem Shormakova, Al-Farabi Kazakh National University, Almaty, Kazakhstan

Assem Shormakova – PhD, Head of the "Information Systems" department, Acting Associate Professor; Al-Farabi Kazakh National University, Republic of Kazakhstan; е-mail: shormakovaassem@gmail.com

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How to Cite

Tussupova, K., Mirzakhmedova, G., & Shormakova, A. (2026). ALGORITHMIC APPROACH TO OPTIMAL RESOURCE CONTROL IN AN OPEN ECONOMY MODEL. Journal of Problems in Computer Science and Information Technologies, 4(1), 26–38. https://doi.org/10.26577/jpcsit4120263