The location-routing problem with multi-compartment and multi-trip: formulation and heuristic approaches

被引:8
|
作者
Moon, Ilkyeong [1 ,2 ]
Salhi, Said [3 ]
Feng, Xuehao [4 ]
机构
[1] Seoul Natl Univ, Dept Ind Engn, Seoul, South Korea
[2] Seoul Natl Univ, Inst Ind Syst Innovat, Seoul, South Korea
[3] Univ Kent, Kent Business Sch, Ctr Logist & Heurist Optimizat, Canterbury, Kent, England
[4] Zhejiang Univ, Ocean Coll, Hangzhou 310058, Peoples R China
基金
新加坡国家研究基金会;
关键词
Location-routing problem; multi-compartment; multi-trip; mixed integer program; heuristic; TABU SEARCH; MEMETIC ALGORITHM; DESIGN; COLLECTION; DISPATCH;
D O I
10.1080/23249935.2020.1720036
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The location-routing problem with multi-compartment and multi-trip is an extension to the standard location-routing problem. In this problem, depots are used to deliver different products using heterogeneous vehicles with several compartments. Each compartment has a limited capacity and is dedicated to a single type of product. The problem is formulated as a mixed integer program. A constructive heuristic and a hybrid genetic algorithm (HGA) are proposed. Numerical experiments show that both heuristics can efficiently determine the optimal solutions on small size instances. For larger ones, the HGA outperforms the constructive heuristic with relatively more computational time. Managerial insights have been obtained from sensitivity analyses which would be helpful to improve the performance of the supply network.
引用
收藏
页码:501 / 528
页数:28
相关论文
共 50 条
  • [21] Loading constraints for a multi-compartment vehicle routing problem
    Ostermeier, Manuel
    Martins, Sara
    Amorim, Pedro
    Huebner, Alexander
    OR SPECTRUM, 2018, 40 (04) : 997 - 1027
  • [22] Multi-Zone Multi-Trip Vehicle Routing Problem with Time Windows
    Crainic, Teodor Gabriel
    Gajpal, Yuvraj
    Gendreau, Michel
    INFOR, 2015, 53 (02) : 49 - 67
  • [23] Multi-trip vehicle routing problem with order release time
    Li, Wenli
    Wu, Yong
    Kumar, P. N. Ram
    Li, Kunpeng
    ENGINEERING OPTIMIZATION, 2020, 52 (08) : 1279 - 1294
  • [24] A HYBRID FIREWORKS ALGORITHM FOR THE MULTI-TRIP VEHICLE ROUTING PROBLEM
    Song, Qiang
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2022, 84 (03): : 189 - 206
  • [25] A HYBRID FIREWORKS ALGORITHM FOR THE MULTI-TRIP VEHICLE ROUTING PROBLEM
    Song, Qiang
    UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2022, 84 (03): : 189 - 206
  • [26] Heuristic algorithms for solving the multi-compartment vehicle routing problem with time windows and heterogeneous fleet
    Topaloglu, Duygu
    Polat, Olcay
    Kalayci, Can Berk
    PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, 2023, 29 (08): : 870 - 884
  • [27] Biobjective low-carbon location-routing problem for cold chain logistics: Formulation and heuristic approaches
    Leng, Longlong
    Zhang, Chunmiao
    Zhao, Yanwei
    Wang, Wanliang
    Zhang, Jingling
    Li, Gongfa
    JOURNAL OF CLEANER PRODUCTION, 2020, 273
  • [28] A Selection Hyper-heuristic for the Multi-compartment Vehicle Routing Problem Considering Carbon Emission
    Hou, Yan-e
    Dang, Lanxue
    Ma, Hengrui
    Zhang, Chunyang
    ENGINEERING LETTERS, 2024, 32 (10) : 2002 - 2011
  • [29] Heuristic solutions to multi-depot location-routing problems
    Wu, TH
    Low, C
    Bai, JW
    COMPUTERS & OPERATIONS RESEARCH, 2002, 29 (10) : 1393 - 1415
  • [30] Stochastic Multi-Objective Multi-Trip AMR Routing Problem with Time Windows
    Cheng, Lulu
    Zhao, Ning
    Wu, Kan
    MATHEMATICS, 2024, 12 (15)