RESEARCH OF THE OPTIMAL CONTROL ALGORITHM OF DYNAMIC OBJECTS USING THE BELLMAN METHOD

Authors

  • Akromxo‘jayev Y TOSHKENT KIMYO-TEXNOLOGIYA INSTITUTI
  • Abdusalomov A. J. TOSHKENT KIMYO-TEXNOLOGIYA INSTITUTI

Keywords:

optimal control; Bellman equation; dynamical systems; Deep Q-learning; stochastic systems

Abstract

Optimal control of dynamic systems is one of the important areas of modern control theory. This article studies algorithms for optimal control of dynamic objects using the Bellman dynamic programming method. New algorithmic approaches, their importance in modern applications, and comparison with other approaches are described.

References

R. Bellman, Dynamic Programming, Princeton University Press, 1957.

R. S. Sutton and A. G. Barto, Reinforcement Learning: An Introduction, MIT Press, 2018.

Q. Ma and J. Stachurski, “Dynamic Programming Deconstructed,” arXiv preprint, 2018.

M. I. Gomoyunov, “Dynamic Programming for Fractional-Order Systems,” arXiv preprint, 2019.

G. Barles, A. Briani, and E. Chasseigne, “A Bellman Approach for Two-Domains Optimal Control Problems,” arXiv preprint, 2011.

O. Zaripov and S. Zaripova, “Dinamik boshqarish obyektlar holatini baholash masalalari,” QMII Journal, 2023.

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Published

2025-07-01

Issue

Vol. 2 No. 5.2 (2025): REPUBLICAN SCIENTIFIC-PRACTICAL CONFERENCE ON THE THEME "IMPROVING QUALITY AND EFFICIENCY IN TRAINING FUTURE ENGINEERS-TECHNOLOGISTS: PROBLEMS, ANALYSIS AND SOLUTIONS" COLLECTION OF MATERIALS May 30, 2025

Section

Articles

License

Copyright (c) 2025 Akromxo‘jayev Y , Abdusalomov A. J.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

RESEARCH OF THE OPTIMAL CONTROL ALGORITHM OF DYNAMIC OBJECTS USING THE BELLMAN METHOD. (2025). Universal International Scientific Journal, 2(5.2), 281. https://universaljurnal.uz/index.php/jurnal/article/view/3116