An Optimization Model for the Vehicle Routing Problem in Multi-product Frozen Food Delivery

被引:46
|
作者
Zhang, Y. [1 ]
Chen, X. D. [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R China
关键词
Vehicle Routing Problem; Genetic Algorithm; Frozen Foods Delivery; GENETIC ALGORITHM;
D O I
10.1016/S1665-6423(14)72340-5
中图分类号
学科分类号
摘要
This paper addresses a vehicle scheduling problem encountered in the cold chain logistics of the frozen food delivery industry. Unlike the single product delivery scenario, we propose an optimization model that manages the delivery of a variety of products. In this scenario, a set of customers make requests for a variety of frozen foods which are being loaded together. The objective is to find the routes that represent the minimum delivery cost for a fleet of identical vehicles that, departing from a depot, visiting all customers only once and returning to the depot. The delivery cost includes the transportation cost, the cost of refrigeration, the penalty cost and cargo damage cost based on the characteristics of different frozen food products. Apart from the usual constraints of time windows and loading weight, the study also takes into account the constraints of loading volume related to the unit volume of different frozen foods. We then propose a Genetic Algorithm (GA) method for the model. Computational tests with real data from a case validate the feasibility and rationality of the model and show the efficient combinations of parameter values of the GA method.
引用
收藏
页码:239 / 250
页数:12
相关论文
共 50 条
  • [1] Multi-Product, Multi-Depot Vehicle Routing Problem: The Example of Military Pharmaceutical Factory
    Dagistanli, Hakan
    JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, 2023,
  • [2] On the multi-product packing-delivery problem with
    Liu, Shuguang
    Lei, Lei
    Park, Suju
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2008, 44 (03) : 350 - 360
  • [3] Solving a large multi-product production-routing problem with delivery time windows
    Neves-Moreira, Fabio
    Almada-Lobo, Bernardo
    Cordeau, Jean-Francois
    Guimaraes, Luis
    Jans, Raf
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2019, 86 : 154 - 172
  • [4] A matheuristic for the multi-product maritime inventory routing problem
    Shaabani, Homayoun
    Hoff, Arild
    Hvattum, Lars Magnus
    Laporte, Gilbert
    COMPUTERS & OPERATIONS RESEARCH, 2023, 154
  • [5] A Memetic Algorithm for the multi-product Production Routing Problem
    Rodrigues, Luiz Fernando
    Dos Santos, Maristela Oliveira
    Almada-Lobo, Bernardo
    COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 182
  • [6] A branch-and-cut algorithm for the multi-product multi-vehicle inventory-routing problem
    Coelho, Leandro C.
    Laporte, Gilbert
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2013, 51 (23-24) : 7156 - 7169
  • [7] GRASP-based heuristic algorithm for the multi-product multi-vehicle inventory routing problem
    Oualid Guemri
    Abdelghani Bekrar
    Bouziane Beldjilali
    Damien Trentesaux
    4OR, 2016, 14 : 377 - 404
  • [8] GRASP-based heuristic algorithm for the multi-product multi-vehicle inventory routing problem
    Guemri, Oualid
    Bekrar, Abdelghani
    Beldjilali, Bouziane
    Trentesaux, Damien
    4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2016, 14 (04): : 377 - 404
  • [9] Capacitated vehicle routing problem for multi-product cross-docking with split deliveries and pickups
    Hasani-Goodarzi, Asefeh
    Tavakkoli-Moghaddam, Reza
    WORLD CONFERENCE ON BUSINESS, ECONOMICS AND MANAGEMENT (BEM-2012), 2012, 62 : 1360 - 1365
  • [10] Optimization of Multi-compartment Vehicle Routing Problem in Delivery Mode
    Deng, Xuefei
    Liang, Jing
    Che, Lu
    Zhang, Lei
    Sun, Rong
    PROCEEDINGS OF THE FIFTH INTERNATIONAL FORUM ON DECISION SCIENCES, 2018, : 11 - 22