Two-stage optimisation method for material flow and allocation management in cross-docking networks

被引:14
|
作者
Kucukoglu, Ilker [1 ]
Ozturk, Nursel [1 ]
机构
[1] Uludag Univ, Dept Ind Engn, Bursa, Turkey
关键词
cross-docking; material flow; two-dimensional loading; integer programming; genetic algorithm; SUPPLY CHAIN NETWORK; DISTRIBUTION PLANNING PROBLEM; PARTICLE SWARM OPTIMIZATION; GENETIC ALGORITHM; TRANSPORTATION PROBLEM; ASSIGNMENT PROBLEM; DESIGN; HYBRID; INVENTORY; HEURISTICS;
D O I
10.1080/00207543.2016.1184346
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Cross-docking is a relatively new logistics strategy in which items are moved from suppliers to customers through cross-docking centres without putting them into long-term storage. An important decision during the planning of cross-docking operations is related to the material flow management in the network, which has great potential to reduce transportation costs. However, until now, there has been a lack of studies regarding operations for both transportation of trucks between locations and trans-shipment of items in cross-docking centres. This study presents a novel two-stage mixed integer linear mathematical model for the transportation problem of cross-docking network design integrated with truck-door assignments to minimise total transportation costs from suppliers to customers. This model also considers incoming/outgoing truck-loading plans and product allocations in the cross-docking area with regard to the two-dimensional physical constraints. Due to the complexity of the problem, a genetic algorithm (GA) is proposed to solve large-sized problems. Computational studies are conducted to examine the validity of the two-stage model and performance of the GA. The computational studies show that the introduced model provides a comprehensive plan for material flow management in cross-docking networks and proposed GA is capable of obtaining effective results for the problem within a short computational time.
引用
收藏
页码:410 / 429
页数:20
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