MILP formulations and an Iterated Local Search Algorithm with Tabu Thresholding for the Order Batching Problem

被引:46
|
作者
Oncan, Temel [1 ]
机构
[1] Galatasaray Univ, Endustri Muhendisligi Bolumu, TR-34357 Istanbul, Turkey
关键词
Warehouse management; Order Batching Problem; Mixed Integer Linear Programming; Local search; PICKING; WAREHOUSE; HEURISTICS; DISTANCE; DESIGN;
D O I
10.1016/j.ejor.2014.11.025
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this work we deal with the Order Batching Problem (OBP) considering traversal, return and midpoint routing policies. For the first time, we introduce Mixed Integer Linear Programming (MILP) formulations for these three variants of the OBP. We also suggest an efficient Iterated Local Search Algorithm with Tabu Thresholding (ILST). According to our extensive computational experiments on standard and randomly generated instances we can say that the proposed ILST yields an outstanding performance in terms of both accuracy and efficiency. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:142 / 155
页数:14
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