Dynamic vehicle routing for online B2C delivery

被引:42
|
作者
Du, TC
Li, EY
Chou, D
机构
[1] Chinese Univ Hong Kong, Dept Decis Sci & Managerial Econ, Hong Kong, Hong Kong, Peoples R China
[2] Yuan Ze Univ, Coll Informat, Dept Informat Management, Chungli 320, Taiwan
来源
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE | 2005年 / 33卷 / 01期
关键词
vehicle routing; transportation; algorithm; route formation; system simulation; electronic commerce; B2C; JIT delivery;
D O I
10.1016/j.omega.2004.03.005
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Electronic commerce (EC) is increasingly popular in today's businesses. The business-to-consumer EC environment has voluminous, unpredictable, and dynamically changing customer orders. A major part of the delivery system of this environment is the dynamic vehicle routing (DVR) system. This study investigates several algorithms suitable for solving the DVR problem in business-to-consumer (B2C) EC environment. It designs the solution process into three phases: initial-routes formation, inter-routes improvement, and intra-route improvement. A computer program is created to demonstrate a system simulating vehicle routing process under the online B2C environment. The simulated system collects data for system performance indexes such as simulation time, travel distance, delivery time, and delay time. The results show that when orders are placed through the Internet in an online B2C environment, the Nearest algorithms can be used to find satisfactory routes during the first phase of a DVR delivery system. The three-phase solution process is proven to be significantly better in travel distance and delivery time than the conventional single-phase solution process. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:33 / 45
页数:13
相关论文
共 50 条
  • [1] An online intelligent vehicle routing and scheduling approach for B2C e-commerce urban logistics distribution
    Shi, Haiyang
    Sun, Lijun
    Teng, Yue
    Hu, Xiangpei
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KES 2019), 2019, 159 : 2533 - 2542
  • [2] Dynamic Pricing in B2C Based on Online Product Reviews
    Wang, Hongwei
    Zhang, Wei
    Zheng, Lijuan
    PEEA 2011, 2011, 23
  • [3] Integration of order picking and vehicle routing in a B2C e-commerce context
    Stef Moons
    Katrien Ramaekers
    An Caris
    Yasemin Arda
    Flexible Services and Manufacturing Journal, 2018, 30 : 813 - 843
  • [4] Integration of order picking and vehicle routing in a B2C e-commerce context
    Moons, Stef
    Ramaekers, Katrien
    Caris, An
    Arda, Yasemin
    FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, 2018, 30 (04) : 813 - 843
  • [5] Vehicle Routing Problem of an Innovative B2C and O2O Joint Distribution Service
    Shi, Yuan
    Chen, Meng
    Qu, Ting
    Liu, Wei
    11TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS, 2019, 83 : 680 - 683
  • [6] Research on vehicle routing optimization for the terminal distribution of B2C E-Commerce firms
    Zhang, Shiyun
    Lu, Yapei
    Li, Shasha
    6TH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, MANUFACTURING, MODELING AND SIMULATION (CDMMS 2018), 2018, 1967
  • [7] A model of the vehicle routing problem in the B2C e-commerce with the restrictions of traffic conditions
    Youlin Chen
    Yang Yang
    SIXTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, VOLS 1-4: MANAGEMENT CHALLENGES IN A GLOBAL WORLD, 2007, : 99 - 104
  • [8] Hierarchical Vehicle Routing for Online Delivery Platform
    Quoc Chinh Nguyen
    Yang, Liuqin
    Li, Zhuolun
    Chen, Wenqing
    2019 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2019, : 1709 - 1714
  • [9] Trust mechanism in B2C online exchanges
    Peng, Lifang
    Li, Qi
    Fu, Yan
    Fifth Wuhan International Conference on E-Business, Vols 1-3: INTEGRATION AND INNOVATION THROUGH MEASUREMENT AND MANAGEMENT, 2006, : 672 - 677
  • [10] Home grocery delivery: A B2C nightmare
    2001, Helmers Publishing Inc. (21):