竞赛(生物学)
无人机
服务(商务)
政府(语言学)
多项式logistic回归
服务交付框架
业务
运筹学
计算机科学
产业组织
营销
工程类
语言学
遗传学
生物
生态学
机器学习
哲学
作者
Gohram Baloch,Fatma Gzara
出处
期刊:Transportation Science
[Institute for Operations Research and the Management Sciences]
日期:2020-01-01
卷期号:54 (1): 204-228
被引量:42
标识
DOI:10.1287/trsc.2019.0928
摘要
This paper studies the economic desirability of unmanned aerial vehicle (UAV) parcel delivery and its effect on e-retailer distribution networks while taking into account technological limitations, government regulations, and customer behavior. We consider an e-retailer offering multiple same-day delivery services including a fast UAV service and develop a distribution network design formulation under service-based competition where the services offered by the e-retailer not only compete with the stores (convenience, grocery, etc.) but also with each other. Competition is incorporated using the multinomial logit market share model. To solve the resulting nonlinear mathematical formulation, we develop a novel logic-based Benders decomposition approach. We build a case based on New York City, carry out extensive numerical testing, and perform sensitivity analyses over delivery charge, delivery time, government regulations, technological limitations, customer behavior, and market size. The results show that government regulations, technological limitations, and service charge decisions each play a vital role in the future of UAV delivery.
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