An ILS-biased randomization algorithm for the two-dimensional loading HFVRP with sequential loading and items rotation

被引:29
作者
Dominguez Rivero, Oscar L. [1 ]
Perez, Angel A. Juan [2 ]
de la Nuez Pestana, Ignacio A. [1 ]
Ouelhadj, Djamila [3 ]
机构
[1] Univ Las Palmas Gran Canaria, Las Palmas Gran Canaria 35017, Spain
[2] IN3 Open Univ Catalonia, Barcelona, Spain
[3] Univ Portsmouth, Portsmouth, Hants, England
关键词
routing; packing; heterogeneous fleet; iterated local search; biased randomization; VEHICLE-ROUTING PROBLEM; GUIDED TABU SEARCH;
D O I
10.1057/jors.2015.48
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper discusses the Two-dimensional Loading Vehicle Routing Problem with Heterogeneous Fleet, Sequential Loading, and Item Rotation (2L-HFVRP-SR). Despite the fact that the 2L-HFVRP-SR can be found in many real-life situations related to the transportation of voluminous items, where heterogeneity of fleets, two-dimensional packing restrictions, sequential loading, and items rotation have to be considered, this rich version of vehicle routing-and-packing problem has been rarely analysed in the literature. Accordingly, this paper contributes to filling the gap by presenting a relatively simple-to-implement algorithm which is able to provide state-of-the-art solutions for such a complex problem in relatively short computational times. The proposed algorithm integrates inside an Iterated Local Search framework, biased-randomized versions of both vehicle routing and packing heuristics. The efficiency of the proposed algorithm is validated throughout an extensive set of computational tests.
引用
收藏
页码:37 / 53
页数:17
相关论文
共 45 条
[1]  
[Anonymous], 2010, PROC IEEE C EVOL COM, DOI DOI 10.1109/CEC.2010.5586064
[2]  
[Anonymous], 2002, VEHICLE ROUTING PROB, DOI DOI 10.1137/1.9780898718515
[3]   A unified exact method for solving different classes of vehicle routing problems [J].
Baldacci, Roberto ;
Mingozzi, Aristide .
MATHEMATICAL PROGRAMMING, 2009, 120 (02) :347-380
[4]  
Baldacci R, 2008, OPER RES COMPUT SCI, V43, P3, DOI 10.1007/978-0-387-77778-8_1
[5]   A new placement heuristic for the orthogonal stock-cutting problem [J].
Burke, EK ;
Kendall, G ;
Whitwell, G .
OPERATIONS RESEARCH, 2004, 52 (04) :655-671
[6]   Rich Vehicle Routing Problem: Survey [J].
Caceres-Cruz, Jose ;
Arias, Pol ;
Guimarans, Daniel ;
Riera, Daniel ;
Juan, Angel A. .
ACM COMPUTING SURVEYS, 2015, 47 (02)
[7]   SCHEDULING OF VEHICLES FROM CENTRAL DEPOT TO NUMBER OF DELIVERY POINTS [J].
CLARKE, G ;
WRIGHT, JW .
OPERATIONS RESEARCH, 1964, 12 (04) :568-&
[8]   Using biased randomization for solving the two-dimensional loading vehicle routing problem with heterogeneous fleet [J].
Dominguez, Oscar ;
Juan, Angel A. ;
Barrios, Barry ;
Faulin, Javier ;
Agustin, Alba .
ANNALS OF OPERATIONS RESEARCH, 2016, 236 (02) :383-404
[9]   A biased-randomized algorithm for the two-dimensional vehicle routing problem with and without item rotations [J].
Dominguez, Oscar ;
Juan, Angel A. ;
Faulin, Javier .
INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2014, 21 (03) :375-398
[10]   A multi-start evolutionary local search for the two-dimensional loading capacitated vehicle routing problem [J].
Duhamel, Christophe ;
Lacomme, Philippe ;
Quilliot, Alain ;
Toussaint, Helene .
COMPUTERS & OPERATIONS RESEARCH, 2011, 38 (03) :617-640