The vehicle routing problem in the dairy sector: a case study

被引:3
作者
Rinaldi, Marta [1 ]
Bottani, Eleonora [2 ]
Solari, Federico [2 ]
Montanari, Roberto [2 ]
机构
[1] Univ Campania Luigi Vanvitelli, Dept Engn, Via Roma 29, I-81031 Aversa, Italy
[2] Univ Parma, Dept Engn & Architecture, Viale GP Usberti 181-A, I-43124 Parma, Italy
关键词
dairy transportation; food; nearest neighbor algorithm; practical tool; vehicle routing problem; LARGE NEIGHBORHOOD SEARCH; INTEGRATED PRODUCTION; TIME-WINDOWS; PERISHABLE PRODUCTS; COLLECTION; ALGORITHM;
D O I
10.1515/ijfe-2021-0295
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
The vehicle routing problem is one of the most studied NP-hard combinatorial problem. In the food sector, the complexity of the issue grows because of the presence of strict constraints. Taking into account the variability and the restrictions typical of the dairy sector, the aim of this paper is to provide a practical tool for solving the milk collection problem in real scenarios. A heuristic approach has been proposed to determine a feasible solution for a real-life problem, including capacity and time constraints. Two different applications of the Nearest Neighbor algorithm have been modelled and compared with the current system. Different tests have been implemented for evaluating the suitability of the outcomes. Results show that the greedy approach allows for involving less vehicles and reducing the travel time. Moreover, the tool has been proved to be flexible, able to solve routing problems with stochastic times and high supply variability.
引用
收藏
页码:239 / 252
页数:14
相关论文
共 45 条
  • [1] The impact of food perishability issues in the vehicle routing problem
    Amorim, P.
    Almada-Lobo, B.
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 67 : 223 - 233
  • [2] A rich vehicle routing problem dealing with perishable food: a case study
    Amorim, Pedro
    Parragh, Sophie N.
    Sperandio, Fabricio
    Almada-Lobo, Bernardo
    [J]. TOP, 2014, 22 (02) : 489 - 508
  • [3] Ban H-B, 2021, Comput. Soc. Networks, V8, P3
  • [4] Scatter search for a real-life heterogeneous fleet vehicle routing problem with time windows and split deliveries in Brazil
    Belfiore, Patricia
    Yoshida Yoshizaki, Hugo Tsugunobu
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 199 (03) : 750 - 758
  • [5] An adaptive large neighbourhood search for the operational integrated production and distribution problem of perishable products
    Belo-Filho, M. A. F.
    Amorim, P.
    Almada-Lobo, B.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2015, 53 (20) : 6040 - 6058
  • [6] Improving inbound logistic planning for large-scale real-world routing problems: a novel ant-colony simulation-based optimization
    Calabro, Giovanni
    Torrisi, Vincenza
    Inturri, Giuseppe
    Ignaccolo, Matteo
    [J]. EUROPEAN TRANSPORT RESEARCH REVIEW, 2020, 12 (01)
  • [7] Production scheduling and vehicle routing with time windows for perishable food products
    Chen, Huey-Kuo
    Hsueh, Che-Fu
    Chang, Mei-Shiang
    [J]. COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (07) : 2311 - 2319
  • [8] Optimization of Transportation Routing Problem for Fresh Food by Improved Ant Colony Algorithm Based on Tabu Search
    Chen, Jing
    Gui, Pengfei
    Ding, Tao
    Na, Sanggyun
    Zhou, Yingtang
    [J]. SUSTAINABILITY, 2019, 11 (23)
  • [9] An application of Special Ordered Sets to a periodic milk collection problem
    Claassen, G. D. H.
    Hendriks, Th. H. B.
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 180 (02) : 754 - 769
  • [10] Designing a reverse logistics network for optimal collection, recovery and quality-based product-mix planning
    Das, Kanchan
    Chowdhury, Abdul H.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2012, 135 (01) : 209 - 221