Rapid fulfillment of online orders in omnichannel grocery retailing

IF 2.1 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Christian Dethlefs , Manuel Ostermeier , Alexander Hübner
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引用次数: 6

Abstract

Establishing innovative fulfillment options for online orders has become a key challenge for bricks-and-mortar retailers. A mere focus on store sales is no longer affordable due to the competition by pure online players. Retailers are continuously developing new approaches for online order fulfillment and last-mile logistics. Further shortening lead times is becoming even more important in this context. One recently developed concept is the omnichannel approach where existing structures are utilized and distribution centers (DCs) and local stores are integrated into a holistic fulfillment concept. This concept is especially relevant when retailers are providing fast delivery services (e.g., same-hour delivery). It resembles a multi-depot vehicle routing problem where all facilities act as depots and orders are assigned based on processing and transportation costs as well as available delivery capacity.

We address this new concept and present the novel problem for rapid integrated order fulfillment in grocery retailing. We empirically identify decision-relevant costs for order processing in stores and develop an approach for the evaluation of overall fulfillment costs. Our work considers the order assignment to heterogeneous depots and vehicle routing for each depot depending on depot-specific fulfillment costs using a tailored cluster-first-route-second heuristic. We show that integrated rapid order fulfillment can reduce costs by an average of 7.4% compared to order fulfillment from DCs. However, as order processing costs in stores remain a significant cost factor, DCs will always have some relevance and cannot entirely be replaced by delivery from stores. Our results highlight the importance of modeling order processing costs in stores for actual order fulfillment decisions in a heterogeneous network.

在全渠道杂货零售中快速完成在线订单
为在线订单建立创新的履行方式已成为实体零售商面临的一项关键挑战。由于纯粹的在线玩家的竞争,仅仅关注实体店销售已经无法承受。零售商正在不断开发在线订单履行和最后一英里物流的新方法。在这种情况下,进一步缩短交货时间变得更加重要。最近发展起来的一个概念是全渠道方法,即利用现有结构,将配送中心(dc)和当地商店整合到一个整体履行概念中。当零售商提供快速送货服务(例如,同小时送货)时,这个概念尤其相关。它类似于一个多仓库车辆路线问题,其中所有设施都充当仓库,订单是根据加工和运输成本以及可用的交付能力分配的。我们解决了这一新概念,并提出了在杂货零售中快速集成订单履行的新问题。我们在经验上确定了与商店订单处理决策相关的成本,并开发了一种评估总体履行成本的方法。我们的工作考虑了异构仓库的订单分配和每个仓库的车辆路线,这取决于仓库特定的履行成本,使用定制的集群第一路线第二启发式方法。我们表明,与dc的订单履行相比,集成的快速订单履行可以平均降低7.4%的成本。然而,由于商店的订单处理成本仍然是一个重要的成本因素,配送中心将始终具有一定的相关性,并且不能完全被商店配送所取代。我们的结果强调了在异构网络中对商店的实际订单履行决策建模订单处理成本的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.60
自引率
0.00%
发文量
24
审稿时长
129 days
期刊介绍: The EURO Journal on Transportation and Logistics promotes the use of mathematics in general, and operations research in particular, in the context of transportation and logistics. It is a forum for the presentation of original mathematical models, methodologies and computational results, focussing on advanced applications in transportation and logistics. The journal publishes two types of document: (i) research articles and (ii) tutorials. A research article presents original methodological contributions to the field (e.g. new mathematical models, new algorithms, new simulation techniques). A tutorial provides an introduction to an advanced topic, designed to ease the use of the relevant methodology by researchers and practitioners.
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