A heuristic algorithm for the truckload and less-than-truckload problem

被引:106
作者
Chu, CW [1 ]
机构
[1] Natl Taiwan Ocean Univ, Dept Shipping & Transportat Management, Chilung, Taiwan
关键词
vehicle routing; heuristics; 0-1 integer programming; logistics;
D O I
10.1016/j.ejor.2003.08.067
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The delivery of goods from a warehouse to local customers is an important and practical problem of a logistics manager. In reality, we are facing the fluctuation of demand. When the total demand is greater than the whole capacity of owned trucks, the logistics managers may consider using an outsider carrier. Logistics managers can make a selection between a truckload (a private truck) and a less-than-truckload carrier (an outsider carrier). Selecting the right mode to transport a shipment may bring significant cost savings to the company. In this paper, we address the problem of routing a fixed number of trucks with limited capacity from a central warehouse to customers with known demand. The objective of this paper is developing a heuristic algorithm to route the private trucks and to make a selection of less-than-truckload carriers by minimizing a total cost function. Both the mathematical model and the heuristic algorithm are developed. Finally, some computational results and suggestions for future research are presented. (c) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:657 / 667
页数:11
相关论文
共 21 条
[11]   FLEET SIZE PLANNING WHEN OUTSIDE CARRIER SERVICES ARE AVAILABLE [J].
KLINCEWICZ, JG ;
LUSS, H ;
PILCHER, MG .
TRANSPORTATION SCIENCE, 1990, 24 (03) :169-182
[12]  
Laporte G., 2000, International Transactions in Operational Research, V7, P285, DOI 10.1111/j.1475-3995.2000.tb00200.x
[13]   COMPUTER SOLUTIONS OF TRAVELING SALESMAN PROBLEM [J].
LIN, S .
BELL SYSTEM TECHNICAL JOURNAL, 1965, 44 (10) :2245-+
[14]   EFFECTIVE HEURISTIC ALGORITHM FOR TRAVELING-SALESMAN PROBLEM [J].
LIN, S ;
KERNIGHAN, BW .
OPERATIONS RESEARCH, 1973, 21 (02) :498-516
[15]  
Osman I. H., 1993, Annals of Operations Research, V41, P421, DOI 10.1007/BF02023004
[16]  
Rochat Y., 1995, Journal of Heuristics, V1, P147, DOI 10.1007/BF02430370
[17]  
SCHNEIDER LM, 1985, TRANSPORTATION STRAT, P118
[18]   PARALLEL ITERATIVE SEARCH METHODS FOR VEHICLE-ROUTING PROBLEMS [J].
TAILLARD, E .
NETWORKS, 1993, 23 (08) :661-673
[19]   A heuristic algorithm for the symmetric and asymmetric vehicle routing problems with backhauls [J].
Toth, P ;
Vigo, D .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 113 (03) :528-543
[20]   A network flow-based tabu search heuristic for the Vehicle Routing Problem [J].
Xu, JF ;
Kelly, JP .
TRANSPORTATION SCIENCE, 1996, 30 (04) :379-393