Order-batching heuristics based on cluster analysis in a low-level picker-to-part warehousing system

被引:40
作者
Hwang, H [1 ]
Kim, DG [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Ind Engn, Taejon, South Korea
关键词
warehouse; order-batching; cluster analysis;
D O I
10.1080/00207540500151325
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper deals with the order-batching problem in low-level picker-to-part warehousing system. In order batching, orders are combined as much as possible so that the order picker can pick a set of combined orders at the same time. For each of the three routing policies, traversal, return, and midpoint routing policy, we develop an efficient order-batching algorithm based on a cluster analysis. To show the validity of the algorithms, they are compared with an existing algorithm in terms of the total travel time and number of batches grouped.
引用
收藏
页码:3657 / 3670
页数:14
相关论文
共 20 条
[1]   Minimization subproblems and heuristics for an applied clustering problem [J].
Birgin, EG ;
Martínez, JM ;
Ronconi, DP .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2003, 146 (01) :19-34
[2]  
Coyle J. J., 1996, The Management of Business Logistics
[3]   Efficient orderbatching methods in warehouses [J].
de Koster, MBM ;
van der Poort, ES ;
Wolters, M .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1999, 37 (07) :1479-1504
[4]   Routing orderpickers in a warehouse: a comparison between optimal and heuristic solutions [J].
De Koster, R ;
Van der Poort, E .
IIE TRANSACTIONS, 1998, 30 (05) :469-480
[5]  
Drury J., 1988, IMM MONOGRAPH, V1
[6]   COMPUTERIZED ALGORITHMS FOR ORDER PROCESSING IN AUTOMATED WAREHOUSING SYSTEMS [J].
ELSAYED, EA ;
STERN, RG .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1983, 21 (04) :579-586
[7]  
GADEMAN N, 1996, LPOM9610 U TWENT
[8]   ORDER BATCHING PROCEDURES [J].
GIBSON, DR ;
SHARP, GP .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1992, 58 (01) :57-67
[9]   ORDER PICKING IN AN AISLE [J].
GOETSCHALCKX, M ;
RATLIFF, HD .
IIE TRANSACTIONS, 1988, 20 (01) :53-62
[10]   DISTANCE APPROXIMATIONS FOR ROUTING MANUAL PICKERS IN A WAREHOUSE [J].
HALL, RW .
IIE TRANSACTIONS, 1993, 25 (04) :76-87