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A Clustering Based Routing Heuristic for Last-Mile Logistics in Fresh Food E-Commerce

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  • Dhirendra Prajapati
  • Arjun R Harish
  • Yash Daultani
  • Harpreet Singh
  • Saurabh Pratap

Abstract

This study considers the fresh food city logistics that involves the last-mile distribution of commodities to the customer locations from the local distribution centres (LDCs) established by the e-commerce firms. In this scenario, the last-mile logistics is crucial for its speed of response and the effectiveness in distribution of packages to the target destinations. We propose a clustering-based routing heuristic (CRH) to manage the vehicle routing for the last-mile logistic operations of fresh food in e-commerce. CRH is a clustering algorithm that performs repetitive clustering of demand nodes until the nodes within each cluster become serviceable by a single vehicle. The computational complexity of the algorithm is reduced due to the downsizing of the network through clustering and, hence, produces an optimum feasible solution in less computational time. The algorithm performance was analysed using various operating scenarios and satisfactory results were obtained.

Suggested Citation

  • Dhirendra Prajapati & Arjun R Harish & Yash Daultani & Harpreet Singh & Saurabh Pratap, 2023. "A Clustering Based Routing Heuristic for Last-Mile Logistics in Fresh Food E-Commerce," Global Business Review, International Management Institute, vol. 24(1), pages 7-20, February.
  • Handle: RePEc:sae:globus:v:24:y:2023:i:1:p:7-20
    DOI: 10.1177/0972150919889797
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    References listed on IDEAS

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    1. Mengdi Zhang & Saurabh Pratap & George Q. Huang & Zhiheng Zhao, 2017. "Optimal collaborative transportation service trading in B2B e-commerce logistics," International Journal of Production Research, Taylor & Francis Journals, vol. 55(18), pages 5485-5501, September.
    2. Yash Daultani & Mohit Goswami & Omkarprasad S. Vaidya & Sushil Kumar, 2019. "Inclusive risk modeling for manufacturing firms: a Bayesian network approach," Journal of Intelligent Manufacturing, Springer, vol. 30(8), pages 2789-2803, December.
    3. Arvidsson, Niklas, 2013. "The milk run revisited: A load factor paradox with economic and environmental implications for urban freight transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 51(C), pages 56-62.
    4. H. Neil Geismar & Gilbert Laporte & Lei Lei & Chelliah Sriskandarajah, 2008. "The Integrated Production and Transportation Scheduling Problem for a Product with a Short Lifespan," INFORMS Journal on Computing, INFORMS, vol. 20(1), pages 21-33, February.
    5. Dablanc, Laetitia, 2007. "Goods transport in large European cities: Difficult to organize, difficult to modernize," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(3), pages 280-285, March.
    6. Mengdi Zhang & Yufang Fu & Zhiheng Zhao & Saurabh Pratap & George Q. Huang, 2019. "Game theoretic analysis of horizontal carrier coordination with revenue sharing in E-commerce logistics," International Journal of Production Research, Taylor & Francis Journals, vol. 57(5), pages 1524-1551, March.
    7. Özdamar, Linet & Demir, Onur, 2012. "A hierarchical clustering and routing procedure for large scale disaster relief logistics planning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(3), pages 591-602.
    8. José Holguín-Veras & Ellen Thorson & Juan Zorrilla, 2010. "Commercial Vehicle Empty Trip Models With Variable Zero Order Empty Trip Probabilities," Networks and Spatial Economics, Springer, vol. 10(2), pages 241-259, June.
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    Cited by:

    1. Phan, The Vinh & Huynh, Cong Minh, 2023. "The Effect of Logistics Services Quality on Consumer Satisfaction in Fresh Food E-Commerce: Evidence from the South of Vietnam," MPRA Paper 117627, University Library of Munich, Germany, revised 14 Jun 2023.
    2. Dana Adriana Lupșa-Tătaru & Eliza Nichifor & Lavinia Dovleac & Ioana Bianca Chițu & Raluca Dania Todor & Gabriel Brătucu, 2023. "Buy Now Pay Later—A Fad or a Reality? A Perspective on Electronic Commerce," Economies, MDPI, vol. 11(8), pages 1-20, August.

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