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
  • [41] A heuristic based on multi-exchange techniques for a regional fleet assignment location-routing problem
    Ambrosino, Daniela
    Sciomachen, Anna
    Scutella, Maria Grazia
    COMPUTERS & OPERATIONS RESEARCH, 2009, 36 (02) : 442 - 460
  • [42] A Filter-and-fan Approach to the Multi-trip Vehicle Routing Problem
    Yang, Yang
    Tang, Lixin
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON LOGISTICS SYSTEMS AND INTELLIGENT MANAGEMENT, VOLS 1-3, 2010, : 1713 - 1717
  • [43] Exact algorithms for the multi-compartment vehicle routing problem with flexible compartment sizes
    Hessler, Katrin
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 294 (01) : 188 - 205
  • [44] A tabu search algorithm for the multi-trip vehicle routing and scheduling problem
    Brandao, J
    Mercer, A
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 100 (01) : 180 - 191
  • [45] The multi-zone location–routing problem with pricing: a flow-based formulation and two heuristic approaches
    Mohsen Sadeghi Dastaki
    Mostafa Setak
    Hossein Karimi
    Soft Computing, 2021, 25 : 741 - 769
  • [46] Capacitated hierarchical clustering heuristic for multi depot location-routing problems
    Lam, Marco
    Mittenthal, John
    INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2013, 16 (05) : 433 - 444
  • [47] Multi-depot multi-trip vehicle routing problem with time windows and release dates
    Zhen, Lu
    Ma, Chengle
    Wang, Kai
    Xiao, Liyang
    Zhang, Wei
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2020, 135
  • [48] Multi-products Location-Routing problem with Pickup and Delivery
    Rahmani, Younes
    Oulamara, Ammar
    Cherif, Wahiba Ramdane
    2013 INTERNATIONAL CONFERENCE ON ADVANCED LOGISTICS AND TRANSPORT (ICALT), 2013, : 115 - 122
  • [49] Solving the multi-compartment capacitated location routing problem with pickup-delivery routes and stochastic demands
    Huang, Shan-Huen
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 87 : 104 - 113
  • [50] Multi-compartment waste collection vehicle routing problem with bin washer
    Masmoudi, M. Amine
    Baldacci, Roberto
    Mancini, Simona
    Kuo, Yong-Hong
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2024, 189