Models, relaxations and exact approaches for the capacitated vehicle routing problem

被引:220
作者
Toth, P [1 ]
Vigo, D [1 ]
机构
[1] Univ Bologna, Dipartimento Elettron Informat & Sistemist, I-40136 Bologna, Italy
关键词
vehicle routing problem; exact algorithms; branch and bound; relaxations;
D O I
10.1016/S0166-218X(01)00351-1
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper we review the exact algorithms based on the branch and bound approach proposed in the last years for the solution of the basic version of the vehicle routing problem (VRP), where only the vehicle capacity constraints are considered. These algorithms have considerably increased the size of VRPs that can be solved with respect to earlier approaches. Moreover, at least for the case in which the cost matrix is asymmetric, branch and bound algorithms still represent the state-of-the-art with respect to the exact solution. Computational results comparing the performance of different relaxations and algorithms on a set of benchmark instances are presented. We conclude by examining possible future directions of research in this field. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:487 / 512
页数:26
相关论文
共 48 条
[1]   A SET-PARTITIONING BASED EXACT ALGORITHM FOR THE VEHICLE-ROUTING PROBLEM [J].
AGARWAL, Y ;
MATHUR, K ;
SALKIN, HM .
NETWORKS, 1989, 19 (07) :731-749
[2]   ON INTEGER-PROGRAM FOR DELIVERY PROBLEM [J].
BALINSKI, ML ;
QUANDT, RE .
OPERATIONS RESEARCH, 1964, 12 (02) :300-&
[3]   PATHOLOGY OF TRAVELING-SALESMAN SUBTOUR-ELIMINATION ALGORITHMS [J].
BELLMORE, M ;
MALONE, JC .
OPERATIONS RESEARCH, 1971, 19 (02) :278-&
[4]  
BODIN L, 1983, COMPUT OPER RES, V10, P63, DOI 10.1016/0305-0548(83)90030-8
[5]   On the effectiveness of set covering formulations for the vehicle routing problem with time windows [J].
Bramel, J ;
SimchiLevi, D .
OPERATIONS RESEARCH, 1997, 45 (02) :295-301
[6]   SOME NEW BRANCHING AND BOUNDING CRITERIA FOR THE ASYMMETRIC TRAVELING SALESMAN PROBLEM [J].
CARPANETO, G ;
TOTH, P .
MANAGEMENT SCIENCE, 1980, 26 (07) :736-743
[7]   AN ALGORITHM FOR VEHICLE-DISPATCHING PROBLEM [J].
CHRISTOF.N ;
EILON, S .
OPERATIONAL RESEARCH QUARTERLY, 1969, 20 (03) :309-&
[8]   EXACT ALGORITHMS FOR THE VEHICLE-ROUTING PROBLEM, BASED ON SPANNING TREE AND SHORTEST-PATH RELAXATIONS [J].
CHRISTOFIDES, N ;
MINGOZZI, A ;
TOTH, P .
MATHEMATICAL PROGRAMMING, 1981, 20 (03) :255-282
[9]  
Christofides N., 1989, Logistics. Where the Ends Have to Meet. Proceedings of the Shell Conference, P30
[10]  
Christofides N., 1979, Combinatorial optimization, P315