Taqsimlangan tizimlarda digital twin texnologiyasi va kurerlik logistikasini optimallashtirish strategiyalari
Annotatsiya
Annotatsiya. Ushbu maqolada zamonaviy logistika va transport tizimlarini boshqarishda Digital Twin (Raqamli Egizak) texnologiyasining o‘rni va ahamiyati tadqiq etiladi. Taqsimlangan tizimlar sharoitida shahar kurerlik xizmati logistikasini optimallashtirish, kurerlar va buyurtmalar oqimini samarali taqsimlash algoritmlari ko‘rib chiqilgan. Maqolada real vaqt rejimidagi ma’lumotlarni vizuallashtirish, multi-agentli tizimlar (Multi-Agent Systems) hamda virtual modellashtirish orqali transport xarajatlarini kamaytirish va yetkazib berish vaqtini minimallashtirish strategiyalari tahlil qilingan. Shuningdek, yirik shahar infratuzilmalari misolida raqamli egizak platformasining apparat va dasturiy majmuasini shakllantirish masalalari yoritilgan.
Kalit so‘zlar: Digital Twin, taqsimlangan tizimlar, kurerlik logistikasi, multi-agentli modellashtirish, marshrutizatsiya algoritmlari, real vaqt vizuallashuvi, aqlli shahar (Smart City), optimallashtirish.
Библиографические ссылки
1. Grieves, M., & Vickers, J. (2017). Digital Twin: Mitigating Risk in the Product Lifecycle. Transdisciplinary Perspectives on Complex Systems, 85-113.
2. Tanenbaum, A. S., & Van Steen, M. (2017). Distributed Systems: Principles and Paradigms (3rd ed.). CreateSpace Independent Publishing Platform.
3. Wooldridge, M. (2009). An Introduction to MultiAgent Systems (2nd ed.). John Wiley & Sons.
4. Russell, S., & Norvig, P. (2020). Artificial Intelligence: A Modern Approach (4th ed.). Pearson.
5. IEEE Transactions on Intelligent Transportation Systems. Special Issues on Digital Twins for Smart Logistics and Urban Mobility (2021-2025). IEEE Itss.
