Meituan’s Real-Time Intelligent Dispatching Algorithms Build the World’s Largest Minute-Level Delivery Network
计算机科学
实时计算
算法
作者
Y. Liang,Haocheng Luo,Haining Duan,Donghui Li,Hongsen Liao,J. H. Feng,Jiuxia Zhao,Hao Ren,Xuetao Ding,Ying Cha,Qingte Zhou,Chenqi Situ,Jinghua Hao,Ke Xing,Feifan Yin,Renqing He,Yang Sun,Yueqiang Zheng,Yipeng Feng,Zhizhao Sun,Jingfang Chen,Jie Zheng,Ling Wang
出处
期刊:INFORMS journal on applied analytics [Institute for Operations Research and the Management Sciences] 日期:2024-01-01卷期号:54 (1): 84-101
标识
DOI:10.1287/inte.2023.0084
摘要
Over the past decade, Meituan, China’s premier online food delivery (OFD) platform, has witnessed remarkable growth. Central to this expansion is its state-of-the-art real-time intelligent dispatch system. This advanced system harnesses the power of operations research and machine learning algorithms to fine-tune order assignments, simultaneously addressing the needs of consumers, couriers, merchants, and the platform itself.