Python-based numerical analysis of the logistic population growth model

Berdiyorov , Shohjahon, Khayitova , Fayoza

Муҳандислик ва Иқтисодиёт · 2026-yil

Annotatsiya

The logistic growth model is widely used to describe population dynamics under limited environmentalresources. This study presents a Python-based numerical analysis of the logistic population growth model using the SciPy,NumPy, Pandas, and Matplotlib libraries. The governing differential equation is solved numerically, and the results arecompared with the analytical solution. The obtained results show excellent agreement, demonstrating the accuracy andefficiency of Python for solving ordinary differential equations and modeling population growth. The proposed approachprovides a simple and effective framework for scientific computing and educational applications.

Maqola ma’lumotlari
MualliflarBerdiyorov , Shohjahon, Khayitova , Fayoza
JurnalМуҳандислик ва Иқтисодиёт
NashriyotПлеханов номидаги Россия иқтисодиёти университетининг Тошкент шаҳридаги филиали
ISSN3060-463X, 3060-463X
Nashr sanasi2026-08-01
Jild4
Son8
Betlar76-84
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-09-06

Maqolaning asl sahifasi

Kalit so‘zlar

Python, scientific computing, numerical analysis, logistic growth model, population dynamics, ordinary differential equations, numerical simulation, SciPy, NumPy, Matplotlib, computational modeling, carrying capacity.

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APABerdiyorov , Shohjahon, & Khayitova , Fayoza (2026). PYTHON-BASED NUMERICAL ANALYSIS OF THE LOGISTIC POPULATION GROWTH MODEL. Муҳандислик ва Иқтисодиёт, 4(8), 76-84. https://muhandislik-iqtisodiyot.uz/index.php/journal/article/view/4064
GOST (OAK)Berdiyorov , Shohjahon, Khayitova , Fayoza PYTHON-BASED NUMERICAL ANALYSIS OF THE LOGISTIC POPULATION GROWTH MODEL // Муҳандислик ва Иқтисодиёт. – 2026. – T. 4, № 8. – P. 76-84.
MLABerdiyorov , Shohjahon, and Khayitova , Fayoza. “PYTHON-BASED NUMERICAL ANALYSIS OF THE LOGISTIC POPULATION GROWTH MODEL.” Муҳандислик ва Иқтисодиёт, 4(8), 76-84, 2026. https://muhandislik-iqtisodiyot.uz/index.php/journal/article/view/4064
ChicagoBerdiyorov , Shohjahon, and Khayitova , Fayoza. “PYTHON-BASED NUMERICAL ANALYSIS OF THE LOGISTIC POPULATION GROWTH MODEL.” Муҳандислик ва Иқтисодиёт, 4(8), 76-84 (2026). https://muhandislik-iqtisodiyot.uz/index.php/journal/article/view/4064
HarvardBerdiyorov , Shohjahon, and Khayitova , Fayoza (2026) ‘PYTHON-BASED NUMERICAL ANALYSIS OF THE LOGISTIC POPULATION GROWTH MODEL’, Муҳандислик ва Иқтисодиёт, 4(8), 76-84. https://muhandislik-iqtisodiyot.uz/index.php/journal/article/view/4064
BibTeX
@article{berdiyorovshohjahon2026,
  title = {PYTHON-BASED NUMERICAL ANALYSIS OF THE LOGISTIC POPULATION GROWTH MODEL},
  author = {Berdiyorov , Shohjahon and Khayitova , Fayoza},
  journal = {Муҳандислик ва Иқтисодиёт},
  year = {2026},
  volume = {4},
  number = {8},
  pages = {76-84},
  url = {https://muhandislik-iqtisodiyot.uz/index.php/journal/article/view/4064}
}

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