This study evaluates the endogenous drivers of economic growth in Kashkadarya region using statistical data from 2010–2025 through neuro-fuzzy (ANFIS) and multilayer perceptron (MLP) models. Household income, traditional and digital infrastructure were selected as key indicators. The ANFIS model achieved high accuracy (R² = 0.977; RMSE = 0.40; MAPE = 7.8%), effectively capturing nonlinear economic relationships. A 3D surface plot highlighted the strong synergy between digital infrastructure and income. In comparison, the MLP model yielded slightly lower accuracy. The results suggest that investing in digital infrastructure and applying endogenous modeling approaches are crucial for strategic planning
| Mualliflar | Mirzayev , Shokhrukh, Мирзаев , Шохрух, Mirzayev , Shoxrux |
|---|---|
| Jurnal | Илғор иқтисодиёт ва педагогик технологиялар |
| Nashr sanasi | 2025-12-03 |
| Jild | 2 |
| Son | 6 |
| Betlar | 319-324 |
| Til | O‘zbek |
| DOI | 10.60078/3060-4842-2025-vol2-iss6-pp319-324 |
DOI: 10.60078/3060-4842-2025-vol2-iss6-pp319-324 · Maqolaning asl sahifasi
ANFIS, MLP, regional economic growth, digital infrastructure, fuzzy logic, nonlinear modeling, ANFIS, MLP, региональный экономический рост, цифровая инфраструктура, доходы населения, нечеткая логика, ANFIS, MLP, mintaqaviy iqtisodiy o‘sish, raqamli infratuzilma, aholi daromadlari, fuzzy mantiq
This research investigates the relationship between macroeconomic factors and profitability of companies, considering the company level factors of financial performance: gross margin, operating margin, EBITDA margin and…
This article examines the key risks faced by banks in forming green credit portfolios and identifies effective strategies for risk management. Drawing on international experience, the study analyzes the nature of…
This article examines the digital transformation of Islamic financial instruments, the methodological framework for their implementation in Uzbekistan, and their alignment with international best practices. The study…
This article analyzes the role of the cluster approach in improving the efficiency of tourism services, its economic mechanisms, and potential for practical application. The practical component of the study examines the…
This article examines the economic essence of regional investment-innovation processes, their structural components, operational mechanisms, and specific features that emerge at the territorial level. The study analyzes…
The article presents a scientifically based methodology for developing the concept of territorial development of the Republic of Uzbekistan. Theoretical approaches to spatial planning are investigated, including the…
This article presents a modern analysis of land resource use in the activities of dehkan (smallholder) farms in the Kashkadarya region. Based on an assessment of natural-geographical conditions, climatic factors, land…
This article comprehensively analyzes the environmental problems arising against the backdrop of the acceleration of the globalization process and their impact on demographic processes. In the 21st century, the…
This article analyses the use of electronic money in Uzbekistan, as well as the factors influencing its development and the existing challenGES. Although the adoption of electronic payment instruments has significantly…
In the overlapping context of local culture and the digital economy, combining career assessment tools with the logic of e-commerce platforms is becoming an important direction for improving career guidance and…
Илғор иқтисодиёт ва педагогик технологиялар — barcha maqolalar