The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics

被引:260
|
作者
Perboli, Guido [1 ,2 ]
Tadei, Roberto [1 ]
Vigo, Daniele [3 ]
机构
[1] Politecn Torino, DAUIN, I-10129 Turin, Italy
[2] CIRRELT, Montreal, PQ H3T 1J4, Canada
[3] Univ Bologna, Dept Elect Informat & Syst, I-40136 Bologna, Italy
基金
加拿大自然科学与工程研究理事会;
关键词
vehicle routing; two-echelon systems; city logistics; FREIGHT-TRANSPORTATION SYSTEMS; FACILITY LOCATION; ALGORITHM; HYBRID; RELOCATION;
D O I
10.1287/trsc.1110.0368
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Multiechelon distribution systems are quite common in supply-chain and logistics. They are used by public administrations in their transportation and traffic planning strategies, as well as by companies, to model own distribution systems. In the literature, most of the studies address issues relating to the movement of flows throughout the system from their origins to their final destinations. Another recent trend is to focus on the management of the vehicle fleets required to provide transportation among different echelons. The aim of this paper is twofold. First, it introduces the family of two-echelon vehicle routing problems (VRPs), a term that broadly covers such settings, where the delivery from one or more depots to customers is managed by routing and consolidating freight through intermediate depots. Second, it considers in detail the basic version of two-echelon VRPs, the two-echelon capacitated VRP, which is an extension of the classical VRP in which the delivery is compulsorily delivered through intermediate depots, named satellites. A mathematical model for two-echelon capacitated VRP, some valid inequalities, and two math-heuristics based on the model are presented. Computational results of up to 50 customers and four satellites show the effectiveness of the methods developed.
引用
收藏
页码:364 / 380
页数:17
相关论文
共 50 条
  • [1] A SIMHEURISTIC FOR THE STOCHASTIC TWO-ECHELON CAPACITATED VEHICLE ROUTING PROBLEM
    Ramirez-Villamil, Angie
    Montoya-Torres, Jairo R.
    Jaegler, Anicia
    [J]. 2020 WINTER SIMULATION CONFERENCE (WSC), 2020, : 1276 - 1287
  • [2] An Exact Algorithm for the Two-Echelon Capacitated Vehicle Routing Problem
    Baldacci, Roberto
    Mingozzi, Aristide
    Roberti, Roberto
    Clavo, Roberto Wolfler
    [J]. OPERATIONS RESEARCH, 2013, 61 (02) : 298 - 314
  • [3] A lower bound for the adaptive two-echelon capacitated vehicle routing problem
    Song, Liang
    Gu, Hao
    Huang, Hejiao
    [J]. JOURNAL OF COMBINATORIAL OPTIMIZATION, 2017, 33 (04) : 1145 - 1167
  • [4] A lower bound for the adaptive two-echelon capacitated vehicle routing problem
    Liang Song
    Hao Gu
    Hejiao Huang
    [J]. Journal of Combinatorial Optimization, 2017, 33 : 1145 - 1167
  • [5] A Two-Echelon Capacitated Vehicle Routing Problem With Sharing Satellite Resources
    Zhang, Dezhi
    Zhou, Saiqi
    Ji, Bin
    Li, Shuangyan
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (09) : 1 - 12
  • [6] Multi-start Heuristics for the Two-Echelon Vehicle Routing Problem
    Crainic, Teodor Gabriel
    Mancini, Simona
    Perboli, Guido
    Tadei, Roberto
    [J]. EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, 2011, 6622 : 179 - +
  • [7] The two-echelon vehicle routing problem
    Mancini, Simona
    [J]. 4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH, 2012, 10 (04): : 391 - 392
  • [8] The two-echelon vehicle routing problem
    Simona Mancini
    [J]. 4OR, 2012, 10 : 391 - 392
  • [9] Branch-and-price algorithms for the Two-Echelon Capacitated Vehicle Routing Problem
    Fernando Afonso Santos
    Alexandre Salles da Cunha
    Geraldo Robson Mateus
    [J]. Optimization Letters, 2013, 7 : 1537 - 1547
  • [10] Branch-and-price algorithms for the Two-Echelon Capacitated Vehicle Routing Problem
    Santos, Fernando Afonso
    da Cunha, Alexandre Salles
    Mateus, Geraldo Robson
    [J]. OPTIMIZATION LETTERS, 2013, 7 (07) : 1537 - 1547