Vehicle routing and scheduling problem with order acceptance for pharmaceutical refrigerated logistics

被引:3
|
作者
Lee, Seung Jae [1 ]
Kim, Byung Soo [1 ]
机构
[1] Incheon Natl Univ, Dept Ind & Management Engn, 119 Acad Ro, Incheon 22012, South Korea
基金
新加坡国家研究基金会;
关键词
Vehicle routing; Scheduling; Pharmaceutical cold chain; Mixed integer linear programming; Genetic algorithm; HYBRID GENETIC ALGORITHM; SELECTION; OPTIMIZATION; SYSTEM;
D O I
10.1016/j.asoc.2024.111983
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper studies a delivery problem in a pharmaceutical cold chain. In this problem, each customer orders multiple pharmaceutical products and requires a due date for each order. Each product has sensitive characteristics of storage temperature range and shelf life. A refrigerated vehicle routing and scheduling problem with order acceptance is formulated as a mixed-integer-linear-programming model. In the model, the acceptance of each pharmaceutical order and the route and schedule of a limited number of refrigerated vehicles is simultaneously determined to maximize the total profit. A hybrid genetic algorithm embedding an insertion heuristic with modification operation is proposed. The performance of the proposed algorithm is evaluated and verified by comparing other metaheuristics. Managerial insights about various experimental environments for the order acceptance are suggested by conducting a sensitivity analysis.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Sustainable collaborative strategy in pharmaceutical refrigerated logistics routing problem
    Chen, Tingting
    Chu, Feng
    Zhang, Jiantong
    Sun, Jiaqing
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2024, 62 (14) : 5036 - 5060
  • [2] A Rich Vehicle Routing Problem for a City Logistics Problem
    Ambrosino, Daniela
    Cerrone, Carmine
    MATHEMATICS, 2022, 10 (02)
  • [3] Study on the Vehicle Routing Problem of Automobile Logistics
    Wang, Yun
    Fu, Shaochuan
    Yu, Lin
    IEEE/SOLI'2008: PROCEEDINGS OF 2008 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS, VOLS 1 AND 2, 2008, : 2878 - 2881
  • [4] Modular vehicle routing problem: Applications in logistics
    Zhou, Hang
    Li, Yang
    Ma, Chengyuan
    Long, Keke
    Li, Xiaopeng
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2025, 197
  • [5] Modeling the Parallel Drone Scheduling Vehicle Routing Problem as a Heterogeneous Vehicle Routing Problem
    Montemanni, Roberto
    Dell'Amico, Mauro
    Corsini, Andrea
    PROCEEDINGS OF THE 2024 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION TECHNOLOGY, ICIIT 2024, 2024, : 410 - 415
  • [6] Vehicle routing and scheduling in cross docks with forward and reverse logistics
    Yaser Kaboudani
    Seyyed Hassan Ghodsypour
    Hamidreza Kia
    Amin Shahmardan
    Operational Research, 2020, 20 : 1589 - 1622
  • [7] Vehicle routing and scheduling in cross docks with forward and reverse logistics
    Kaboudani, Yaser
    Ghodsypour, Seyyed Hassan
    Kia, Hamidreza
    Shahmardan, Amin
    OPERATIONAL RESEARCH, 2020, 20 (03) : 1589 - 1622
  • [8] The vehicle routing problem in field logistics: Part II
    Bochtis, D. D.
    Sorensen, C. G.
    BIOSYSTEMS ENGINEERING, 2010, 105 (02) : 180 - 188
  • [9] A genetic algorithm to vehicle routing problem in reverse logistics
    Li Jun
    Mang Jian-yong
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (14TH) VOLS 1-3, 2007, : 573 - 578
  • [10] Study of logistics vehicle routing problem based on GIS
    Chen, Mei
    Fu, Yu-chen
    Ge, Juan
    Zhou, Xiao-ke
    Cui, Zhi-ming
    IITA 2007: WORKSHOP ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, PROCEEDINGS, 2007, : 129 - 132