计算机科学
收入
调度(生产过程)
车辆路径问题
数学优化
订单(交换)
选择(遗传算法)
布线(电子设计自动化)
作业车间调度
方案(数学)
运筹学
订单簿
作者
Xiaosong Ding,Hu Liu,Xi Chen
标识
DOI:10.1109/icesit53460.2021.9696540
摘要
In this paper, we propose a comprehensive indicator consisting of distance, time pressure, and order revenue as the order selection criterion to help drivers choose the right order for multi-period food delivery problem. We model the order selection as a sequential decision-making problem, where the decision of assigning an order to a driver is determined from the driver's perspective. Then the routing problem is solved using nearest neighbor algorithm. Finally, through extensive simulation experiments, the proposed approach delivers improvement on the driver's efficiency and total revenue.
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