一种多配送员最后一英里配送路径问题的精确求解方法

An exact method for a last-mile delivery routing problem with multiple deliverymen

European Journal of Operational Research · 2024
被引 15
ABS 4

中文导读

研究多配送员车辆路径问题,提出分支-切割-分解算法求解,可优化城市最后一英里配送效率,减少拥堵和排放。

Abstract

The demand for efficient last-mile delivery systems in large cities creates an opportunity to develop innovative logistics schemes. In this paper, we study a problem in which each vehicle may travel with more than one deliveryman to serve multiple customers with a single stop of the vehicle, increasing the delivery efficiency. We extend the vehicle routing problem with time windows and multiple deliverymen by explicitly considering the deliveryman routes. We introduce the problem, formally define it with a formulation, propose valid inequalities, and develop a tailored branch-and-Benders-cut (BBC) algorithm to solve it. The BBC is capable of solving 89% of the instances to proven optimality in reasonable times, many of them of realistic sizes. Additionally, we show the benefits of evaluating the deliveryman routes considering a cost minimization perspective, and discuss relevant solutions for urban logistics problems that can help decrease congestion and emissions.

物流与供应链管理运筹学城市物流路径优化