Biased-randomized iterated local search for a multiperiod vehicle routing problem with price discounts for delivery flexibility

被引:34
作者
Estrada-Moreno, A. [1 ,3 ]
Savelsbergh, M. [2 ]
Juan, A. A. [1 ,3 ]
Panadero, J. [1 ,3 ]
机构
[1] Open Univ Catalonia, IN3, Dept Comp Sci, Ave Carl Friedrich Gauss 5, Barcelona 08860, Spain
[2] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, 755 Ferst Dr NW, Atlanta, GA 30332 USA
[3] Euncet Business Sch, Ctra Terrassa Talamanca Km 3, Barcelona 08225, Spain
关键词
vehicle routing problem; multiperiod; price discounts; biased-randomized heuristics; iterated local search; NEIGHBORHOOD SEARCH; ALGORITHM; DEPOT;
D O I
10.1111/itor.12625
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The multiperiod vehicle routing problem (MPVRP) is an extension of the vehicle routing problem in which customer demands have to be delivered in one of several consecutive time periods, for example, the days of a week. We introduce and explore a variant of the MPVRP in which the carrier offers a price discount in exchange for delivery flexibility. The carrier's goal is to minimize total costs, which consist of the distribution costs and the discounts paid. A biased-randomized iterated local search algorithm is proposed for its solution. The two-stage algorithm first quickly generates a number of promising customer-to-period assignments, and then intensively explores a subset of these assignments. An extensive computational study demonstrates the efficacy of the proposed algorithm and highlights the benefit of pricing for delivery flexibility in different settings.
引用
收藏
页码:1293 / 1314
页数:22
相关论文
共 44 条
[1]   The dynamic multiperiod vehicle routing problem with probabilistic information [J].
Albareda-Sambola, Maria ;
Fernandez, Elena ;
Laporte, Gilbert .
COMPUTERS & OPERATIONS RESEARCH, 2014, 48 :31-39
[2]   A tabu search algorithm for the periodic vehicle routing problem with multiple vehicle trips and accessibility restrictions [J].
Alonso, F. ;
Alvarez, M. J. ;
Beasley, J. E. .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2008, 59 (07) :963-976
[3]   The periodic vehicle routing problem with intermediate facilities [J].
Angelelli, E ;
Speranza, MG .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 137 (02) :233-247
[4]   The Flexible Periodic Vehicle Routing Problem [J].
Archetti, Claudia ;
Fernandez, Elena ;
Huerta-Munoz, Diana L. .
COMPUTERS & OPERATIONS RESEARCH, 2017, 85 :58-70
[5]   Multi-period Vehicle Routing Problem with Due dates [J].
Archetti, Claudia ;
Jabali, Ola ;
Speranza, M. Grazia .
COMPUTERS & OPERATIONS RESEARCH, 2015, 61 :122-134
[6]   An iterative biased-randomized heuristic for the fleet size and mix vehicle-routing problem with backhauls [J].
Belloso, Javier ;
Juan, Angel A. ;
Faulin, Javier .
INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2019, 26 (01) :289-301
[7]  
Beltrami EJ, 1974, NETWORKS, V4, P65, DOI [10.1002/net.3230040106, DOI 10.1002/NET.3230040106]
[8]   A set-covering based heuristic algorithm for the periodic vehicle routing problem [J].
Cacchiani, V. ;
Hemmelmayr, V. C. ;
Tricoire, F. .
DISCRETE APPLIED MATHEMATICS, 2014, 163 :53-64
[9]   Rich Vehicle Routing Problem: Survey [J].
Caceres-Cruz, Jose ;
Arias, Pol ;
Guimarans, Daniel ;
Riera, Daniel ;
Juan, Angel A. .
ACM COMPUTING SURVEYS, 2015, 47 (02)
[10]   THE PERIOD ROUTING PROBLEM [J].
CHRISTOFIDES, N ;
BEASLEY, JE .
NETWORKS, 1984, 14 (02) :237-256