Design and Implementation of Intelligent Logistics Distribution System for the Real-world Problem

被引:0
|
作者
Ye, Taoyu [1 ]
Zhang, Defu [1 ]
Lei, Zhenfeng [1 ]
Cai, Sifan [1 ]
Li, Jianzhen [1 ]
ul Haq, Anwar [1 ]
机构
[1] Xiamen Univ, Sch Informat Sci & Engn, Xiamen, Fujian, Peoples R China
基金
中国国家自然科学基金;
关键词
Tabu Search; Bee Colony Algorithm; VRPTW; Logistics Distribution System; VEHICLE-ROUTING PROBLEM;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the rapid development of the Internet and E-commerce, logistics has become a very important part of online businesses. Although there exist some third-party logistics systems in China's city freight industry, e.g., Lalamove and GOGOVAN, most of which target at a single destination, which cannot achieve multi-destination goods delivery. To solve this problem, we develop an existing algorithm, namely Tabu-ABC for the real-world problem, and design a logistics distribution system, which focuses on merchants with specific delivery time requirements. Finally, we adopt 21 instances randomly generated in Xiamen's map and evaluate the performance. Experimental results show that with the increase of problem size, our system demonstrates better performance than traditional operation. Our system is available at http://adahappy.site:8080/.
引用
收藏
页码:328 / 334
页数:7
相关论文
共 50 条
  • [21] Design and Implementation of Terminal Logistics Distribution System Based on IOS Platform
    Zhuang, Yufeng
    Huang, Rong
    2017 INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING (EITCE 2017), 2017, 128
  • [22] Sequential Multi-Objective Evolutionary Algorithm for a Real-World Water Distribution System Design
    Rahmani, F.
    Behzadian, K.
    16TH WATER DISTRIBUTION SYSTEM ANALYSIS CONFERENCE (WDSA2014): URBAN WATER HYDROINFORMATICS AND STRATEGIC PLANNING, 2014, 89 : 95 - 102
  • [23] Exploitation of real-world knowledge by intelligent database design tools: An evaluation of techniques
    Lloyd-Williams, M
    Noah, SA
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL I AND II, 1999, : 210 - 213
  • [24] Design and Implementation of Intelligent Energy Distribution Management with Photovoltaic System
    Hong, Insung
    Kang, Byeongkwan
    Park, Sehyun
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2012, 58 (02) : 340 - 346
  • [25] Optimization Networks for Real-World Production and Logistics Problems
    Hauder, Viktoria A.
    Beham, Andreas
    Wagner, Stefan
    Affenzeller, Michael
    PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCO'17 COMPANION), 2017, : 1411 - 1414
  • [26] REAL-WORLD DESIGN DECISIONS
    WILLIAMS, T
    COMPUTER DESIGN, 1990, 29 (06): : 13 - 13
  • [27] Distributed Intelligent Battery Management System Using a Real-World Cloud Computing System
    Garcia, Emilio
    Quiles, Eduardo
    Correcher, Antonio
    SENSORS, 2023, 23 (07)
  • [28] A REAL-WORLD EXPERIENCE OF PRODUCT-SERVICE SYSTEM DEVELOPMENT FOR INTELLIGENT LED SYSTEM
    Baek, J. S.
    DS 77: PROCEEDINGS OF THE DESIGN 2014 13TH INTERNATIONAL DESIGN CONFERENCE, VOLS 1-3, 2014, : 721 - 733
  • [29] Design-based science and real-world problem-solving
    Fortus, D
    Krajcik, J
    Dershimer, RC
    Marx, RW
    Mamlok-Naaman, R
    INTERNATIONAL JOURNAL OF SCIENCE EDUCATION, 2005, 27 (07) : 855 - 879
  • [30] Intelligent tools in a real-world DMS environment
    Miranda, V
    Matos, M
    Lopes, JP
    Saraiva, JT
    Fidalgo, JN
    de Leao, MTP
    2000 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-4, 2000, : 163 - 168