Synthesis of control systems with multilayer neural networks based on velocity gradient methods

Oxunjon Boborayimov, Okyay Kaynak

Кимёвий технология. Назорат ва бошқарув · 2023-yil

Annotatsiya

In this manuscripts, the synthesis of control systems with multilayer neural networks based on the speed gradient methods is given. For adjusting the weight coefficients of the base processor element, the gradient method of minimizing the learning criterion is used. A procedure for the synthesis of neural network control systems based on the velocity gradient methods has been developed. This guarantees the stabilization of the system under external limited disturbances that are inaccessible to direct measurement. Taking into account the state vector of the control object in the network learning function ensures the consistency of the processes of setting the network coefficients and managing the dynamic object.

Maqola ma’lumotlari
MualliflarOxunjon Boborayimov, Okyay Kaynak
JurnalКимёвий технология. Назорат ва бошқарув
NashriyotТошкент давлат техника университети, «Ўзқурилишматериаллар» ДАК, «Ўзкимёсаноат» ДАК, «Совпластитал» ҚҚ, Ўзбекистон Интеллектуал мулк агентлиги
ISSN2181-1105, 1815-4840
Nashr sanasi2023-06-29
Jild2023
Son3
Betlar34-39
TilIngliz
DOI10.59048/2181-1105.1474
Indeksga qo‘shilgan2026-09-02

DOI: 10.59048/2181-1105.1474 · Maqolaning asl sahifasi · PDF

Iqtibos keltirish

APAOxunjon Boborayimov, & Okyay Kaynak (2023). SYNTHESIS OF CONTROL SYSTEMS WITH MULTILAYER NEURAL NETWORKS BASED ON VELOCITY GRADIENT METHODS. Кимёвий технология. Назорат ва бошқарув, 2023(3), 34-39. https://doi.org/10.59048/2181-1105.1474
GOST (OAK)Oxunjon Boborayimov, Okyay Kaynak SYNTHESIS OF CONTROL SYSTEMS WITH MULTILAYER NEURAL NETWORKS BASED ON VELOCITY GRADIENT METHODS // Кимёвий технология. Назорат ва бошқарув. – 2023. – T. 2023, № 3. – P. 34-39. – DOI: 10.59048/2181-1105.1474.
MLAOxunjon Boborayimov, and Okyay Kaynak. “SYNTHESIS OF CONTROL SYSTEMS WITH MULTILAYER NEURAL NETWORKS BASED ON VELOCITY GRADIENT METHODS.” Кимёвий технология. Назорат ва бошқарув, 2023(3), 34-39, 2023. https://doi.org/10.59048/2181-1105.1474
ChicagoOxunjon Boborayimov, and Okyay Kaynak. “SYNTHESIS OF CONTROL SYSTEMS WITH MULTILAYER NEURAL NETWORKS BASED ON VELOCITY GRADIENT METHODS.” Кимёвий технология. Назорат ва бошқарув, 2023(3), 34-39 (2023). https://doi.org/10.59048/2181-1105.1474
HarvardOxunjon Boborayimov, and Okyay Kaynak (2023) ‘SYNTHESIS OF CONTROL SYSTEMS WITH MULTILAYER NEURAL NETWORKS BASED ON VELOCITY GRADIENT METHODS’, Кимёвий технология. Назорат ва бошқарув, 2023(3), 34-39. https://doi.org/10.59048/2181-1105.1474
BibTeX
@article{oxunjonboborayimov2023,
  title = {SYNTHESIS OF CONTROL SYSTEMS WITH MULTILAYER NEURAL NETWORKS BASED ON VELOCITY GRADIENT METHODS},
  author = {Oxunjon Boborayimov and Okyay Kaynak},
  journal = {Кимёвий технология. Назорат ва бошқарув},
  year = {2023},
  volume = {2023},
  number = {3},
  pages = {34-39},
  doi = {10.59048/2181-1105.1474},
  url = {https://doi.org/10.59048/2181-1105.1474}
}

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