An Optimization Framework for On-Demand Meal Delivery System

被引：0
|
作者：
Paul, Siddhartha [1 ]
Rathee, Sunil [1 ]
Matthew, Jose [1 ]
Adusumilli, Kranthi Mitra [1 ]
机构：
[1] Swiggy, Bundl Technol, Data Sci, Bangalore 560103, Karnataka, India
来源：
2020 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEE IEEM) | 2020年
关键词：
assignment; batching; first-mile; last-mile; JIT; TIME;
D O I：
10.1109/ieem45057.2020.9309922
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The success of an on-demand meal delivery business depends on the cost-effectiveness, speedy, and timely delivery of orders. This problem calls for an optimal trade-off between the cost and time of delivery in near real-time for large-scale orders. In this paper, a generic framework for the optimization of first-mile and last-mile of an on-demand meal delivery system is proposed. The objective is to minimize the overall Cost Per Delivery (CPD) and the delay in order delivery time. Few policies are recommended based on the Just-In-Time (JIT) concept and performances are compared within a simulation framework with real order data of a city. The simulation results indicate that the aggressive JIT policies result in substantial savings of CPD by reducing the wait time without compromising the Customer Experience (CX).
引用
收藏
页码：822 / 826
页数：5
相关论文
共 50 条
  • [21] Profiling management for personalised multimedia delivery on-demand within the AXMEDIS framework
    Badii, A.
    Sailor, M.
    Nair, R. R.
    AXMEDIS 2006: SECOND INTERNATIONAL CONFERENCE ON AUTOMATED PRODUCTION OF CROSS MEDIA CONTENT FOR MULTI-CHANNEL DISTRIBUTION, PROCEEDINGS, 2006, : 35 - +
  • [22] On-Demand Delivery of Influenza Vaccination
    Brownstein, John S.
    Huston, Jane E.
    Steingold, Lauren
    Joyce, Meghan Verena
    ANNALS OF INTERNAL MEDICINE, 2015, 163 (10) : 806 - 807
  • [23] Wireless on-demand drug delivery
    Mirvakili, Seyed M.
    Langer, Robert
    NATURE ELECTRONICS, 2021, 4 (07) : 464 - 477
  • [24] INTEGRATED LOCATION AND ROUTING OPTIMIZATION FOR THE APPLICATION OF ELECTRIC VEHICLES IN ON-DEMAND DELIVERY
    Zhang, Shuzhu
    Zheng, Haojie
    Tian, Jinyue
    JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2025, 21 (02) : 1176 - 1200
  • [25] Optimization of customer service and driver dispatch areas for on-demand food delivery
    Yang, Jingfeng
    Lau, Hoong Chuin
    Wang, Hai
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 165
  • [26] Courier Dispatch in On-Demand Delivery
    Chen, Mingliu
    Hu, Ming
    MANAGEMENT SCIENCE, 2023, 70 (06) : 3789 - 3807
  • [27] Wireless on-demand drug delivery
    Seyed M. Mirvakili
    Robert Langer
    Nature Electronics, 2021, 4 : 464 - 477
  • [28] An On-Demand Nanoparticle Delivery System for Precise Temporal Presentation of Bioagents
    Kearney, C. J.
    Skaat, H.
    Kennedy, S. M.
    Hu, J.
    Darnell, M.
    Raimondo, T. M.
    Mooney, D. J.
    TISSUE ENGINEERING PART A, 2015, 21 : S332 - S333
  • [29] Research on the Function of On-demand Logistics Mechanism in the Optimization of Logistics System
    Ge, Huimin
    Chen, Long
    Li, Haijun
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON LOGISTICS SYSTEMS AND INTELLIGENT MANAGEMENT, VOLS 1-3, 2010, : 53 - +
  • [30] A Simulation-Optimization Approach for the Management of the On-Demand Parcel Delivery in Sharing Economy
    Perboli, Guido
    Rosano, Mariangela
    Wei, Qu
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (08) : 10570 - 10582
12345