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Abstract
This article provides a comprehensive methodological framework for predicting transport mode choice in school education clusters. To mitigate the economic risks of empty mileage and optimize logistics capacity, a Multinomial Logit (MNL) model based on Utility Theory was developed. The study integrates mathematical formulations of utility functions for private vehicles, public transport, and school buses, incorporating specific parameters such as travel time, financial costs, and transport security. The resulting mathematical apparatus serves as a fundamental decision-making tool for municipal transport planning.
References
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6. Negmatov N.N MAKTAB AVTOBUSLARI XIZMATI TIZIMINI TASHKIL ETISHDA HUDUDIY TAFOVUTLARNI INOBATGA OLGAN HOLDA REJALASHTIRISH VA SALBIY OQIBATLARNING OLDINI OLISH Международный научный журнал «Научный импульс» № 33 (100), часть 1 Май, 2025
7. Negmatov N.N MAKTAB AVTOBUSLARI XIZMATI TIZIMINI TASHKIL QILISHDA DARSLAR BOSHLANISHI VA TUGASH VAQTLARINI KOMBINATSIYALASH ORQALI MARSHRUT TARMOQLARINI OPTIMALLASHTIRISH MODELI Международный научный журнал “Научный импульс” № 33 (100),часть 1 Май, 2025
8. Negmatov N.N MAKTAB AVTOBUSLARIGA BO‘LGAN TALABNI HISOBLASH: USLUBLAR, MODEL VA MATRITSALAR Международный научный журнал “Научный импульс” № 33 (100),часть 1 Май, 2025
9. Negmatov N.N MAKTAB AVTOBUSLARI TIZIMINI JORIY QILISH SAMARADORLIGINI GIS MA'LUMOTLARI YORDAMIDA MAKROSKOPIK BAHOLASH MODELI Международный научный журнал Новости образования: исследование в XXI веке» № 33 (100), часть 1 Май , 2025
10. Negmatov N.N MAKTAB AVTOBUSLARI XIZMATINI TASHKIL QILISH SAMARADORLIGINI INTEGRATSIYALASHGAN BAHOLASH so‘ngi ilmiy tadqiqotlar nazariyasi respublika ilmiy-uslubiy jurnali 8-jild 5-son 13.05.2025
11. N.N. Negmatov Optimization of school bus stops based on risk factors to ensure student road safety in the GIS environment Journal Engineer ISSN: 3030-3893 Volume:4 Issue:2 2026