带时间窗和释放日期的多行程车辆路径问题

The Multi-Trip Vehicle Routing Problem with Time Windows and Release Dates

Transportation Science · 2016
被引 137 · 同刊同年前 7%
ABS 3

中文导读

研究带时间窗和释放日期的多行程车辆路径问题,提出基于种群算法和标签过程的求解方法,实验验证其有效性,适用于城市配送中心场景。

Abstract

The multi-trip vehicle routing problem with time windows and release dates is a variant of the multi-trip vehicle routing problem where a time window and a release date are associated with each customer. The release date represents the date when the merchandise requested by a customer becomes available at the depot. The interest for this problem comes from the field of city logistics and the study of delivery systems involving City Distribution Centers (CDC). In these systems, goods are first delivered to a CDC before being transferred to eco-friendly vehicles for final delivery. We propose to address the problem through a population-based algorithm, with a giant tour representation for individuals. An efficient labeling procedure allows turning giant tours into solutions. Experiments demonstrate the effectiveness of the method.

城市物流车辆路径问题配送系统运筹学