通过共享整合和搬运服务改善最后一英里包裹配送:伦敦案例研究

Improving last-mile parcel delivery through shared consolidation and portering: A case study in London

Journal of the Operational Research Society · 2023
被引 14
ABS 3

中文导读

基于伦敦承运商的实际试验,提出一种结合驾驶和步行的最后一英里配送模型,通过共享第三方搬运服务和微型整合点,利用禁忌搜索算法优化路径,使总运输成本降低高达14%。

Abstract

Based on the insights derived from practical trials conducted with carriers operating in London, this article proposes a last-mile delivery model that involves both driving and walking. A particularly innovative aspect of the model is the shared use of a third-party portering service between the carriers as an enabler to collaborative provision, and shared micro-consolidation points for temporary storage of goods. The model gives rise to a complex routing problem, for which a tabu search algorithm is developed. The algorithm is able to suggest vehicle routes that consolidate parcels in shared locations and porter paths that deliver items from various companies, reducing the overall delivery cost. We applied this algorithm to a manifest dataset obtained from two carriers operating in London. The results from the model suggested that sharing a third party portering service for the last-mile delivery element between the rival carriers in the case study reduced overall transport costs by up to 14%.

城市物流最后一英里配送车辆路径问题禁忌搜索算法共享经济